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He graduated in Systems and Informatics Engineering, University of Minho, in 1992, a Masters in Informatics Management from the same institution in 1997 and a PhD in Informatics from the same institution since 2004. It is currently guiding 16 doctoral projects, 9 of which were completed successfully, more 40 MSc thesis, and several participation in doctoral juries. I have more than 300 publications in books, book chapters, magazines and proceedings of international and national conferences, of which 283 are indexed in the most important repositories (ISI WoS, Scopus, DBLP, SpringerLink, ACM Digital Library or IEEE Xplore). Some publications are still awaiting indexing in these repositories. It has 1758 citations in Scopus (h-index=21) from authors from 87 different countries. It has 742 citations in the ISI WoS (h-index=9). It has 3268 citations on Google Scholar (h-index=29). I published the following documents: 2 scientific books; 67 articles in international journals, 51 of which are indexed in SCOPUS as Article and 2 as Review. ; 18 book chapters indexed in SCOPUS; 215 articles in the proceedings of international scientific meetings with review, of which 98 as Springer book chapters and 32 as Elsevier book chapters; edition of 6 books of scientific meeting; edition of 2 international magazines, with JCR or SJR impact factor. It should be noted that: 128 publications are indexed by SCIMAGO-SJR, of which 57 are in the 1st and 2nd quartile of their category; It is 31 publications are indexed by JCR, of which 12 are in the 1st and 2nd quartile of their category. The publications are indexed in indexing engines, most of them in Scopus (253 articles), ISI Web of Science (159 articles) and DBLP (167 articles) (data collected on July 19, 2023). I also made 8 communications at conferences. Moderated 13 conference sessions. It identified 52 prototypes developed in partnership with other institutions (in institutions linked to law and in various health units), all of them accompanied by the respective technical reports. His research work is related to database systems and knowledge representation, multi-agent systems, the electronic health record, interoperability and integration of information systems and the application of artificial intelligence to problem solving in medical and clinical area. At the University of Minho, in this academic year, is responsible for Database disciplines and Process Clinical Electronic (Master in Biomedical Engineering), and collaborates in the teaching of Database course (Degree in Computer Science) and Support Systems Decision (Master in Computer Science)
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Identificação

Identificação pessoal

Nome completo
Antonio Abelha

Nomes de citação

  • Abelha, Antonio

Identificadores de autor

Ciência ID
AB18-ECF2-FA49
ORCID iD
0000-0001-6457-0756

Telefones

Telefone
  • 253604430 (Profissional)

Moradas

  • Centro ALGORITMI - Edifício 7 - Campus de Gualtar, 4710-059, Braga, Braga, Portugal (Profissional)

Websites

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação
Formação
Grau Classificação
2004
Concluído
 Informática (Doutoramento)
Universidade do Minho, Portugal
2004
Concluído
 Informática (Doutoramento)
Especialização em Sem especialidade
Universidade do Minho, Portugal
"Sistemas Multiagente Como Suporte a Trabalho Cooperativo em Unidades Hospitalares" (TESE/DISSERTAÇÃO)
1997
Concluído
 Informática (Mestrado)
Universidade do Minho, Portugal
1992
Concluído
 Engenharia de Sistemas e Informática (Licenciatura)
Universidade do Minho, Portugal
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2004 - Atual Professor Auxiliar (Docente Universitário) Universidade do Minho, Portugal
Projetos

Bolsa

Designação Financiadores
2021/01 - 2025/12 Laboratório Associado de Sistemas Inteligentes
168241UID
LA/P/0104/2020
10.54499/LA/P/0104/2020
Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Universidade do Minho, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Porto Centro de Matemática, Portugal

Universidade Nova de Lisboa, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro, Portugal

Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal

Universidade de Coimbra Departamento de Engenharia Civil, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidade de Coimbra, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Em curso

Projeto

Designação Financiadores
2019/01/01 - 2021/12/31 ICDS4IM - Suporte Inteligente à Decisão Clinica em Medicina Intensiva
DSAIPA/DS/0084/2018
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2018 - 2021 Development and Research on Innovative Vocational Education Skills
DRIVES
Investigador
2018 - 2021 Factory of Future
Factory of Future
Investigador
Em curso
2018 - 2021 Easyride
Easyride
Investigador
Em curso
2019/01/01 - 2019/12/31 Centro de Investigação ALGORITMI
UID/CEC/00319/2019
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2016 - 2019 DEM
DEM
Investigador
2015 - 2018 INNOVCAR
INNOVCAR
Investigador
Concluído
2015 - 2018 IFACTORY
IFACTORY
Investigador
Concluído
2013/06/01 - 2015/10/31 INTCARE II - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva
PTDC/EEI-SII/1302/2012
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2013 - 2015 HMIEXCEL
HMIEXCEL
Investigador
Concluído
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 752 - 2011-2012
PEst-OE/EEI/UI0752/2011
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2010/08/20 - 2012/08/19 INTELLIPave - UMA APLICAÇÃO DE TÉCNICAS DE INTELIGÊNCIA EVOLUCIONÁRIA À MODELAGEM DE PAVIMENTOS ASFÁLTICOS
UTAustin/CA/0012/2008
Universidade do Minho Centro ALGORITMI, Portugal

Universidade do Minho, Portugal

Universidade de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2008/09/01 - 2012/02/29 TIARAC: Telemática e Inteligência Artificial na Resolução Alternativa de Conflitos
PTDC/JUR/71354/2006
Universidade do Minho Centro ALGORITMI, Portugal

Universidade do Minho, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2008/01/02 - 2012/01/01 INTCARE - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva
PTDC/EIA/72819/2006
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluído

Outro

Designação Financiadores
2024/01/01 - 2025/12/31 ILLIANCE energy efficiency
10.54499/LA/P/0104/2020
Em curso
Produções

Publicações

Artigo em conferência
  1. Afonso, A.; Alvarez, C.; Ferreira, D.; Oliveira, D.; Peixoto, H.; Abelha, A.; Machado, J.. "OpenEHR based bariatric surgery follow-up". 2022.
    10.1016/j.procs.2022.10.149
  2. Oliveira, D.; Santos, A.; Braga, D.; Silva, I.; Sousa, R.; Abelha, A.; Machado, J.. "OpenEHR modelling applied to Complementary Diagnostics Requests". 2022.
    10.1016/j.procs.2022.10.148
  3. Cruz, M.; Guimarães, T.; Abelha, A.; Santos, M.F.. "Business Analytics Components for Public Health Institution - Nursing Decision Area". 2021.
    10.1016/j.procs.2021.12.252
  4. Chaves, A.; Guimarães, T.; Duarte, J.; Peixoto, H.; Abelha, A.; Machado, J.. "Development of FHIR based web applications for appointment management in healthcare". 2021.
    10.1016/j.procs.2021.03.114
  5. Abreu, J.; Guimarães, T.; Abelha, A.; Santos, M.F.. "Business Analytics Components for Public Health Institution - Clinical Decision Area". 2021.
    10.1016/j.procs.2021.12.250
  6. Oliveira, D.; Miranda, R.; Hak, F.; Abreu, N.; Leuschner, P.; Abelha, A.; Machado, J.. "Steps towards an healthcare information model based on openEHR". 2021.
    10.1016/j.procs.2021.04.015
  7. Gonçalves, C.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. "Prediction of mental illness associated with unemployment using data mining". 2020.
    10.1016/j.procs.2020.10.078
  8. Hak, F.; Abelha, A.; Santos, M.. "Open science in pandemic times: A literature review". 2020.
    10.1016/j.procs.2020.10.077
  9. Pinto, A.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. "Data mining to predict early stage chronic kidney disease". 2020.
    10.1016/j.procs.2020.10.079
  10. Oliveira, D.; Miranda, R.; Abreu, N.; Leuschner, P.; Abelha, A.; Santos, M.; Machado, J.. "Management of a pandemic based on an openEHR approach". 2020.
    10.1016/j.procs.2020.10.072
  11. Hak, F.; Oliveira, D.; Abreu, N.; Leuschner, P.; Abelha, A.; Santos, M.. "An OpenEHR Adoption in a Portuguese Healthcare Facility". 2020.
    10.1016/j.procs.2020.03.075
  12. Esteves, M.; Abelha, A.; Machado, J.. "A mobile health application to assist health professionals: A case study in a Portuguese nursing home". 2019.
  13. Ribeiro, M.R.M.; Julio, D.; Abelha, V.; Abelha, A.; MacHado, J.. "A Comparative Study of Optical Character Recognition in Health Information System". 2019.
    10.1109/CEAP.2019.8883448
  14. Fonseca, F.; Peixoto, H.; Braga, J.; Machado, J.; Abelha, A.. "Smart mobile computing in pregnancy care". 2019.
  15. Miranda, R.; Ferreira, D.; Abelha, A.; MacHado, J.. "Intelligent Nutrition in Healthcare and Continuous Care". 2019.
    10.1109/CEAP.2019.8883496
  16. De Brito, M.A.; Neto, C.; Abelha, A.; MacHado, J.. "Prediction of mortality and occurrence of complications for gastric cancer patients". 2019.
    10.1109/CEAP.2019.8883494
  17. Ferreira, D.; Peixoto, H.; Machado, J.; Abelha, A.. "Predictive data mining in nutrition therapy". 2018.
    10.1109/CONTROLO.2018.8516413
  18. Loreto, P.; Braga, J.; Peixoto, H.; Machado, J.; Abelha, A.. "Step towards progressive web development in obstetrics". 2018.
    10.1016/j.procs.2018.10.131
  19. MacHado, J.; Abelha, A.; Gome, L.M.; Guerra, H.. "Preface". 2018.
  20. Prata, M.; Peixoto, H.; MacHado, J.; Abelha, A.. "Data mining in urgency department: Medical specialty discharge prediction". 2018.
  21. Moreira, P.; Oliveira, D.; Miranda, F.; Abelha, A.; MacHado, J.. "Mobile computing in patient relationship management - A case study". 2018.
  22. Peixoto, C.; Peixoto, H.; Machado, J.; Abelha, A.; Santos, M.F.. "Iron value classification in patients undergoing continuous ambulatory peritoneal dialysis using data mining". 2018.
  23. Neto, C.; Peixoto, H.; Abelha, V.; Abelha, A.; Machado, J.. "Knowledge Discovery from Surgical Waiting lists". 2017.
    10.1016/j.procs.2017.11.141
  24. Silva, C.; Pereira, J.; Costa, L.; Peixoto, H.; Machado, J.; Abelha, A.. "Business intelligence for cardiovascular disease assessment". 2017.
    10.1109/FiCloudW.2017.90
  25. Carneiro, B.; Portela, F.; Abelha, A.; Santos, M.F.. "Clinical Intelligence: A study on Corneal Transplantation". 2017.
    10.1016/j.procs.2017.11.035
  26. Loreto, P.; Fonseca, F.; Morais, A.; Peixoto, H.; Abelha, A.; Machado, J.. "Improving maternity care with business intelligence". 2017.
    10.1109/FiCloudW.2017.89
  27. Peixoto, C.; Brito, C.; Fontainhas, M.; Peixoto, H.; Machado, J.; Abelha, A.. "Continuous ambulatory peritoneal dialysis: Business intelligence applied to patient monitoring: CAPD study and statistics". 2017.
    10.1109/FiCloudW.2017.91
  28. Oliveira, D.; Duarte, J.; Abelha, A.; Machado, J.. "Improving nursing practice through interoperability and intelligence". 2017.
    10.1109/FiCloudW.2017.92
  29. Morais, A.; Peixoto, H.; Coimbra, C.; Abelha, A.; Machado, J.. "Predicting the need of Neonatal Resuscitation using Data Mining". 2017.
    10.1016/j.procs.2017.08.287
  30. Fonseca, F.; Peixoto, H.; Miranda, F.; Machado, J.; Abelha, A.. "Step Towards Prediction of Perineal Tear". 2017.
    10.1016/j.procs.2017.08.284
  31. Coelho, D.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "A pervasive business intelligence solution to manage Portuguese misericordia". 2017.
  32. Carvalhosa, P.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A.. "Good practices in Local Government - A first overview of Portuguese reality". 2017.
    10.1088/1757-899X/185/1/012002
  33. Pereira, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Pervasive Business Intelligence: A New Trend in Critical Healthcare". 2016.
    10.1016/j.procs.2016.09.055
  34. Peixoto, R.; Portela, F.; Pinto, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. "Resurgery Clusters in Intensive Medicine". 2016.
    10.1016/j.procs.2016.09.072
  35. Coelho, D.; Miranda, J.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A.. "Towards of a Business Intelligence Platform to Portuguese Misericórdias". 2016.
    10.1016/j.procs.2016.09.222
  36. Ribeiro, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. "Patients' admissions in intensive care units: A clustering overview". 2016.
    10.1109/CBI.2016.48
  37. Silva, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Towards of automatically detecting brain death patterns through text mining". 2016.
    10.1109/CBI.2016.49
  38. Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. "Intelligent Systems and Applications in Healthcare (ISAHealth 2016 ) Preface". 2016.
    10.1109/CBI.2016.66
  39. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Clustering-based approach for categorizing pregnant women in obstetrics and maternity care". 2015.
    10.1145/2790798.2790814
  40. Fernandes, F.; Vicente, H.; Abelha, A.; Machado, J.; Novais, P.; Neves, J.. "Artificial neural networks in diabetes control". 2015.
    10.1109/SAI.2015.7237169
  41. Pereira, A.; Marins, F.; Rodrigues, B.; Portela, F.; Santos, M.F.; Machado, J.; Rua, F.; Silva, Á.; Abelha, A.. "Improving quality of medical service with mobile health software". 2015.
    10.1016/j.procs.2015.08.346
  42. Guimarães, T.; Coimbra, C.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Step towards Multiplatform Framework for supporting Pediatric and Neonatology Care Unit decision process". 2015.
    10.1016/j.procs.2015.08.385
  43. Neves, J.; Fernandes, A.; Gomes, G.; Neves, M.; Abelha, A.; Vicente, H.. "International standard ISO 9001 an artificial intelligence view". 2015.
  44. Brandão, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "Predicting the risk associated to pregnancy using Data Mining". 2015.
  45. Veloso, R.; Portela, F.; Santos, M.F.; Silva, Á.; Rua, F.; Abelha, A.; Machado, J.. "Using domain knowledge to improve intelligent decision support in intensive medicine: A study of bacteriological infections". 2015.
  46. Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Step Towards a Patient Timeline in Intensive Care Units". 2015.
    10.1016/j.procs.2015.08.575
  47. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Predicting Type of Delivery by Identification of Obstetric Risk Factors through Data Mining". 2015.
    10.1016/j.procs.2015.08.573
  48. Torres, L.; Vicente, H.; Novais, P.; Abelha, A.; Neves, J.. "Prediction of organ donation after irreversible brain damage". 2015.
  49. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Intelligent Decision Support to Predict Patient Barotrauma Risk in Intensive Care Units". 2015.
    10.1016/j.procs.2015.08.576
  50. Oliveira, A.; Portela, F.; Machado, J.; Abelha, A.; Neves, J.M.; Vaz, S.; Silva, A.; Santos, M.F.. "Towards an ontology for health complaints management". 2015.
  51. Gomes, J.; Portela, F.; Santos, M.F.; Abelha, A.; MaChado, J.. "Predicting 2-way football results by means of data mining". 2015.
  52. Oliveira, R.; Pontes, G.; Machado, J.; Abelha, A.. "Analysis of cross-platform development frameworks for a smartphone pediatric application". 2014.
    10.1109/IEEM.2013.6962572
  53. Marins, F.; Rodrigues, R.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "Extending a patient monitoring system with identification and localisation". 2014.
    10.1109/IEEM.2013.6962577
  54. Rodrigues, B.; Gomes, S.; Vicente, H.; Abelha, A.; Novais, P.; Machado, J.; Neves, J.. "Systematic coronary risk evaluation through artificial neural networks based systems". 2014.
  55. Pereira, E.; Brandöo, A.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. "Business intelligence in maternity care". 2014.
    10.1145/2628194.2628248
  56. Veloso, R.; Portela, F.; Santos, M.F.; Silva, Á.; Rua, F.; Abelha, A.; Machado, J.. "Real-time data mining models for predicting length of stay in Intensive Care Units". 2014.
  57. Duarte, J.; Pontes, G.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.. "Stand-Alone electronic health record". 2014.
    10.1109/IEEM.2013.6962571
  58. Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.; Machado, J.. "Simulating a multi-level priority triage system for maternity emergency". 2014.
  59. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.. "An intelligent approach for open clinical laboratory results in Intensive Care medicine". 2014.
    10.1109/IEEM.2013.6962579
  60. Brandão, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "Real-time Business Intelligence platform to maternity care". 2014.
    10.1109/IECBES.2014.7047525
  61. Portela, F.; Filipe Santos, M.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.. "Preventing patient cardiac arrhythmias by using data mining techniques". 2014.
    10.1109/IECBES.2014.7047478
  62. Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "A pervasive intelligent system for scoring MEWS and TISS-28 in intensive care". 2014.
    10.1007/978-3-319-02913-9_73
  63. Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "Data mining for real-time Intelligent Decision Support System in intensive care medicine". 2013.
  64. Aguiar, J.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.; Pinto, F.. "Pervasive information systems to intensive care medicine: Technology acceptance model". 2013.
  65. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Intelligent decision support in intensive care - Towards technology acceptance". 2012.
  66. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.. "Usability evaluation of Electronic Health Record". 2012.
    10.1109/IECBES.2012.6498049
  67. Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.; Machado, J.. "Agent based interoperability in hospital information systems". 2012.
    10.1109/BMEI.2012.6513042
  68. Silva, P.; Quintas, C.; Duarte, J.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.. "Hospital database workload and fault forecasting". 2012.
    10.1109/IECBES.2012.6498150
  69. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.. "Usability of an electronic health record". 2012.
    10.1109/IEEM.2012.6838010
  70. Viana, M.; Oliveira, O.; Abelha, A.; Machado, J.. "Step towards simulation and monitoring of hospital waiting lists". 2012.
  71. Rodrigues, R.; Gonçalves, P.; Miranda, M.; Portela, F.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.. "Monitoring intelligent system for the Intensive Care Unit using RFID and multi-agent systems". 2012.
    10.1109/IEEM.2012.6837860
  72. Silva, P.; Quintas, C.; Goncalves, P.; Pontes, G.; Santos, M.; Abelha, A.; Machado, J.. "Intelligent systems based in hospital database malfunction scenarios". 2012.
    10.1109/IEEM.2012.6837859
  73. Silva, P.; Quintas, C.; Santos, M.; Abelha, A.; Machado, J.. "Step towards fault forecasting in hospital information systems". 2012.
    10.1109/BMEI.2012.6513041
  74. Portela, F.; Gago, P.; Santos, M.F.; Silva, A.; Rua, F.; MacHado, J.; Abelha, A.; Neves, J.. "Knowledge discovery for pervasive and real-time Intelligent Decision Support in intensive care medicine". 2011.
  75. Pontes, G.; Duarte, A.; Cuevas, D.; Salazar, M.; Miranda, M.; Abelha, A.; MacHado, J.. "A moral decision support system in medicine". 2011.
  76. Peixoto, H.; MacHado, J.; Abelha, A.; Neves, J.; Correia, A.; Santos, M.F.. "AASYS - Appointment alert system: An open-source-based software to improve show rates in a health care unit". 2011.
  77. Portela, F.; Santos, M.F.; Gago, P.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.; Neves, J.. "Enabling real-time intelligent decision support in intensive care". 2011.
  78. Duarte, J.; Neves, J.; Cabral, A.; Gomes, M.; Marques, V.; Santos, M.F.; Abelha, A.; MacHado, J.. "Towards intelligent drug electronic prescription". 2011.
  79. Novais, P.; Machado, J.; Analide, C.; Abelha, A.. "Preface". 2011.
  80. Gongalves, P.; Alves, L.; Sá, T.; Quintas, C.; Miranda, M.; Abelha, A.; MacHado, J.. "Object trajectory simulation - An evolutionary approach". 2011.
  81. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperabity in healthcare". 2010.
  82. Alves, F.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability performance in a healthcare environment". 2010.
  83. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandéz-Delgado, M.; Neves, J.. "Integrating incomplete information into the relational data model". 2010.
  84. Machado, J.; Miranda, M.; Gonçalves, P.; Abelha, A.; Neves, J.; Marques, A.. "AIDATrace - Interoperation platform for active monitoring in healthcare environments". 2010.
  85. Duarte, J.; Salazar, M.; Quintas, C.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.. "Data quality evaluation of electronic health records in the hospital admission process". 2010.
    10.1109/ICIS.2010.97
  86. Ribeiro, J.; Abelha, A.; Machado, J.; Marques, A.; Neves, J.. "The inference process with quality evaluation in healthcare environments". 2010.
    10.1109/ICIS.2010.160
  87. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandéz-Delgado, M.; Neves, J.. "Handling incomplete information in an evolutionary environment". 2010.
    10.1109/CEC.2010.5586079
  88. Portela, F.; Vilas-Boas, M.; Santos, M.F.; Abelha, A.; Machado, J.; Cabral, A.; Aragão, I.. "Electronic health records in the emergency room". 2010.
    10.1109/ICIS.2010.98
  89. Duarte, J.; Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.; Alberto, C.; et al. "Agent-based group decision support in medicine". 2009.
  90. Salini, R.; Neves, J.; Abelha, A.. "INTELLIPave - Considering aside failure criteria and unknown variables in evolutionary intelligence based models for asphalt pavement". 2009.
  91. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. "An agent-based architecture for cancer staging". 2009.
  92. Belo, D.; Miranda, M.; Abelha, A.; Machado, J.; Neves, J.. "Quality of service in transplantation via the electronic medical record". 2009.
  93. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability and healthcare". 2009.
  94. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". 2008.
  95. Salini, R.; Neves, J.; Abelha, A.. "The road map to apply evolutionary intelligence to asphalt pavement modelling". 2008.
  96. Rigor, H.; Machado, J.; Abelha, A.; Neves, J.; Alberto, C.. "A web-based system to reduce the nosocomial infection impact in healtcare units". 2008.
  97. Machado, J.; Abelha, A.; Neves, J.; Santos, M.. "Ambient intelligence in medicine". 2006.
    10.1109/BIOCAS.2006.4600316
  98. Abelha, António; Machado, José Manuel; Alves, Victor; Neves, José; Abelha, Antonio; Machado, Jose; Neves, Jose. "Health data management in the medical arena". 2004.
  99. Santos, M.F.; Neves, J.; Abelha, A.; Silva, A.M.; Rua, F.. "Augmented Data Mining over clinical databases using Learning Classifier Systems". 2002.
  100. Neves, Jose; Machado, Jose; Analide, Cesar; Novais, Paulo; Abelha, Antonio. "Extended logic programming applied to the specification of multi-agent systems and their computing environments". 1998.
  101. Neves, Jose; Machado, Jose; Abelha, Antonio. "Application of artificial intelligence to law enforcement". 1997.
Artigo em revista
  1. Ferreira, Diana; Neto, Cristiana; Hak, Francini; Abelha, Antonio; Santos, Manuel; Machado, José. Autor correspondente: Ferreira, Diana. "Standardizing Corneal Transplantation Records with openEHR: Case Study". Journal of Medical Internet Research (JMIR) (2024):
    Em revisão
  2. Diana Ferreira; Cristiana Neto; José Lopes; Júlio Duarte; António Abelha; José Machado. "Predicting the Survival of Primary Biliary Cholangitis Patients". Applied Sciences (2022): https://doi.org/10.3390/app12168043.
    10.3390/app12168043
  3. Miranda, F.; Sousa, A.R.; Duarte, J.; Abelha, A.C.; Machado, J.. "Machine Learning Applied to Health Information Exchange". International Journal of Reliable and Quality E-Healthcare 11 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85153941029&partnerID=MN8TOARS.
    10.4018/ijrqeh.298634
  4. Oliveira, D.; Ferreira, D.; Abreu, N.; Leuschner, P.; Abelha, A.; Machado, J.. "Prediction of COVID-19 diagnosis based on openEHR artefacts". Scientific Reports 12 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85134570861&partnerID=MN8TOARS.
    10.1038/s41598-022-15968-z
  5. Oliveira, Daniela Sofia Rijo; Ferreira, Diana; Abreu, Nuno; Leuschner, Pedro; Abelha, António; Machado, José Manuel. "Prediction of COVID-19 diagnosis based on openEHR artefacts". (2022): https://hdl.handle.net/1822/86689.
    10.1038/s41598-022-15968-z
  6. Esteves, Marisa Araújo; Abelha, António; Machado, José Manuel. "The development of a pervasive Web application to alert patients based on business intelligence clinical indicators: a case study in a health institution". (2022): https://hdl.handle.net/1822/78005.
    10.1007/s11276-018-01911-6
  7. Ferreira, Diana; Neto, Cristiana; Lopes, José; Duarte, Júlio Miguel Marques; Abelha, António; Machado, José Manuel. "Predicting the survival of primary biliary cholangitis patients". (2022): https://hdl.handle.net/1822/80679.
    10.3390/app12168043
  8. Francisca Nogueira; Diana Ferreira; Regina Sousa; António Abelha; José Machado. "Integrating a New Generation of Interoperability Agents into the AIDA Platform". Journal of Digital Science (2021): https://doi.org/10.33847/2686-8296.3.1_5.
    10.33847/2686-8296.3.1_5
  9. Martins B; Diana Ferreira; Cristiana Neto; Antonio Abelha; José Manuel Ferreira Machado. "Data Mining for Cardiovascular Disease Prediction.". Journal of medical systems (2021): https://doi.org/10.1007/s10916-020-01682-8.
    10.1007/s10916-020-01682-8
  10. Sousa, R.; Lima, T.; Abelha, A.; Machado, J.. "Hierarchical temporal memory theory approach to stock market time series forecasting". Electronics (Switzerland) 10 14 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85118847662&partnerID=MN8TOARS.
    10.3390/electronics10141630
  11. Oliveira, D.; Miranda, R.; Leuschner, P.; Abreu, N.; Santos, M.F.; Abelha, A.; Machado, J.. "OpenEHR modeling: improving clinical records during the COVID-19 pandemic". Health and Technology (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85105968830&partnerID=MN8TOARS.
    10.1007/s12553-021-00556-4
  12. Diana Ferreira; Sofia Silva; António Abelha; José Machado. "Recommendation System Using Autoencoders". Applied Sciences 10 16 (2020): 5510-5510. https://doi.org/10.3390/app10165510.
    10.3390/app10165510
  13. Esteves, Marisa; Esteves, Márcia; Abelha, Antonio. "A New System to Assist Elders' Self-Care and Their Informal Caregivers". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 50-65. http://dx.doi.org/10.4018/ijrqeh.2020010105.
    Publicado • 10.4018/ijrqeh.2020010105
  14. Neto, C.; Ferreira, D.; Abelha, A.. "Improving the decision-making process in a hospital environment with new interactive visualization methods". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 13-24. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092593430&partnerID=MN8TOARS.
    10.4018/IJRQEH.2020010102
  15. Oliveira, D.; Miranda, F.M.M.; Coimbra, A.; Abreu, N.; Leuschner, P.; Abelha, A.C.. "OpenEHR meets interoperability and knowledge engineering". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 1-12. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092543223&partnerID=MN8TOARS.
    10.4018/IJRQEH.2020010101
  16. Ferreira, D.; Neto, C.; Abelha, A.. "Monitoring and maintenance of web service processes in health units". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 25-36. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092599856&partnerID=MN8TOARS.
    10.4018/IJRQEH.2020010103
  17. Esteves, M.; Abelha, A.. "A new system to assist elders' self-care and their informal caregivers". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 50-65. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092599587&partnerID=MN8TOARS.
    10.4018/IJRQEH.2020010105
  18. Peixoto, H.; Silva, L.; Pereira, S.; Jesus, T.; Lopes, V.N.; Abelha, A.. "Death and morbidity prediction using data mining in perforated peptic ulcers". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 37-49. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092556180&partnerID=MN8TOARS.
    10.4018/IJRQEH.2020010104
  19. Cristiana Neto; Maria Brito; Vítor Lopes; Hugo Peixoto; António Abelha; José Machado. "Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients". Entropy (2019): https://doi.org/10.3390/e21121163.
    10.3390/e21121163
  20. Brito, C.; Esteves, M.; Peixoto, H.; Abelha, A.; Machado, J.. "A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis". Wireless Networks (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85060728770&partnerID=MN8TOARS.
    10.1007/s11276-018-01905-4
  21. Esteves, M.; Abelha, A.; Machado, J.. "The development of a pervasive Web application to alert patients based on business intelligence clinical indicators: a case study in a health institution". Wireless Networks (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85060693648&partnerID=MN8TOARS.
    10.1007/s11276-018-01911-6
  22. Esteves, M.; Abelha, A.; Machado, J.. "A proof of concept of a mobile health application to support professionals in a portuguese nursing home". Sensors (Switzerland) 19 18 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85072584446&partnerID=MN8TOARS.
    10.3390/s19183951
  23. Neves, J.; Vicente, H.; Esteves, M.; Ferraz, F.; Abelha, A.; Machado, J.; Ribeiro, J.; Sampaio, L.. "A Deep-Big Data Approach to Health Care in the AI Age". Mobile Networks and Applications 23 4 (2018): 1123-1128. http://www.scopus.com/inward/record.url?eid=2-s2.0-85049118338&partnerID=MN8TOARS.
    10.1007/s11036-018-1071-6
  24. Reis, R.; Peixoto, H.; Machado, J.; Abelha, A.. "Machine Learning in Nutritional Follow-up Research". Open Computer Science 7 1 (2017): 41-45. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052023664&partnerID=MN8TOARS.
    10.1515/comp-2017-0008
  25. Pereira, J.; Peixoto, H.; Machado, J.; Abelha, A.. "A Data Mining Approach for Cardiovascular Diagnosis". Open Computer Science 7 1 (2017): 36-40. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052011971&partnerID=MN8TOARS.
    10.1515/comp-2017-0007
  26. Portela, F.; Miranda, F.; Santos, M.F.; Abelha, A.; Machado, J.. "An online-processing critical patient monitoring system- an interoperability overview". Computer Science and Information Systems 14 2 (2017): 491-515. http://www.scopus.com/inward/record.url?eid=2-s2.0-85022060526&partnerID=MN8TOARS.
    10.2298/CSIS160604013P
  27. Veloso, R.; Portela, F.; Santos, M.F.; Machado, J.; Da Silva Abelha, A.; Rua, F.; Silva, A.. "Categorize readmitted patients in intensive medicine by means of clustering data mining". International Journal of E-Health and Medical Communications 8 3 (2017): 22-37. http://www.scopus.com/inward/record.url?eid=2-s2.0-85020201969&partnerID=MN8TOARS.
    10.4018/IJEHMC.2017070102
  28. Ribeiro, A.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.; Rua, F.. "Patients' admissions in intensive care units: A clustering overview". Information (Switzerland) 8 1 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85014216800&partnerID=MN8TOARS.
    10.3390/info8010023
  29. Da Silva Portela, C.F.; Dos Santos, M.F.V.T.; Da Silva Abelha, A.C.; Machado, J.M.; Silva, Á.M.; Martins, F.R.. "Real-time intelligent decision support and monitoring system of critical patients,Sistema inteligente de apoio à decisão e monitorização de doentes críticos em tempo-real". Portuguese Journal of Public Health 35 3 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85077303942&partnerID=MN8TOARS.
    10.1159/000486146
  30. Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, Á.; Rua, F.. "Data mining to predict the use of vasopressors in intensive medicine patients". Jurnal Teknologi 78 6-7 (2016): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-84975029552&partnerID=MN8TOARS.
    10.11113/jt.v78.9075
  31. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Clustering data mining models to identify patterns in weaning patient failures". International Journal of Biology and Biomedical Engineering 10 (2016): 183-190. http://www.scopus.com/inward/record.url?eid=2-s2.0-85040247764&partnerID=MN8TOARS.
  32. Brandão, A.; Pereira, E.; Esteves, M.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. "A benchmarking analysis of open-source business intelligence tools in healthcare environments". Information (Switzerland) 7 4 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85007290342&partnerID=MN8TOARS.
    10.3390/info7040057
  33. Neves, J.; Martins, M.R.; Vilhena, J.; Gomes, S.; Abelha, A.; Machado, J.; Vicente, H.. "A Soft Computing Approach to Kidney Diseases Evaluation". Journal of Medical Systems 39 10 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84940103338&partnerID=MN8TOARS.
    10.1007/s10916-015-0313-4
  34. Cardoso, L.; Marins, F.; Magalhães, R.; Marins, N.; Oliveira, T.; Vicente, H.; Abelha, A.; Machado, J.; Neves, J.. "Abstract computation in schizophrenia detection through artificial neural network based systems". Scientific World Journal 2015 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84925337170&partnerID=MN8TOARS.
    10.1155/2015/467178
  35. Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.F.; Machado, J.; Braga, J.. "Improving quality of services in maternity care triage system". International Journal of E-Health and Medical Communications 6 2 (2015): 10-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-84944457692&partnerID=MN8TOARS.
    10.4018/IJEHMC.2015040102
  36. Portela, F.; Veloso, R.; Oliveira, O.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, A.; Rua, F.. "Predict hourly patient discharge probability in intensive care units using Data Mining". Indian Journal of Science and Technology 8 32 (2015): 2-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-85008199767&partnerID=MN8TOARS.
    10.17485/ijst/2015/v8i32/92043
  37. Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "The next generation of interoperability agents in healthcare". International Journal of Environmental Research and Public Health 11 5 (2014): 5349-5371. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900870917&partnerID=MN8TOARS.
    10.3390/ijerph110505349
  38. Gonçalves, J.M.C.; Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "Real-time predictive analytics for sepsis level and therapeutic plans in intensive care medicine". International Journal of Healthcare Information Systems and Informatics 9 3 (2014): 36-54. http://www.scopus.com/inward/record.url?eid=2-s2.0-84919657431&partnerID=MN8TOARS.
    10.4018/ijhisi.2014070103
  39. Oliveira, Sergio; Portelal, Filipe; Santos, Manuel F.; Machado, Jose; Abelha, Antonio. "Hospital bed management support using regression data mining models". Proceedings Iwbbio 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Vols 1 and 2 (2014): 1651-1661. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000346381500184&KeyUID=WOS:000346381500184.
  40. Portela, F.; Gago, P.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Implementing a pervasive real-time intelligent system for tracking critical events with intensive care patients". International Journal of Healthcare Information Systems and Informatics 8 4 (2013): 1-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903153312&partnerID=MN8TOARS.
    10.4018/ijhisi.2013100101
  41. Miranda, Miguel; Machado, Jose; Abelha, Antonio; Neves, Jose. "Healthcare Interoperability through a JADE Based Multi-Agent Platform". Intelligent Distributed Computing Vi 446 (2013): 83-88. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000335643600011&KeyUID=WOS:000335643600011.
  42. Vicente, H.; Couto, C.; Machado, J.; Abelha, A.; Neves, J.. "Prediction of water quality parameters in a reservoir using artificial neural networks". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 310-319. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866088685&partnerID=MN8TOARS.
    10.2495/DNE-V7-N3-310-319
  43. Neves, J.; Ribeiro, J.; Pereira, P.; Alves, V.; Machado, J.; Abelha, A.; Novais, P.; et al. "Evolutionary intelligence in asphalt pavement modeling and quality-of-information". Progress in Artificial Intelligence 1 1 (2012): 119-135. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879738869&partnerID=MN8TOARS.
    10.1007/s13748-011-0003-5
  44. Couto, C.; Vicente, H.; Machado, J.; Abelha, A.; Neves, J.. "Water quality modeling using artificial intelligence-based tools". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 300-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866094661&partnerID=MN8TOARS.
    10.2495/DNE-V7-N3-300-309
  45. Vicente, H.; Dias, S.; Fernandes, A.; Abelha, A.; MacHado, J.; Neves, J.. "Prediction of the quality of public water supply using artificial neural networks". Journal of Water Supply: Research and Technology - AQUA 61 7 (2012): 446-459. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872189812&partnerID=MN8TOARS.
    10.2166/aqua.2012.014
  46. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". International Journal of Computer Aided Engineering and Technology 2 4 (2010): 436-449. http://www.scopus.com/inward/record.url?eid=2-s2.0-84937691217&partnerID=MN8TOARS.
    10.1504/IJCAET.2010.035396
  47. Santos, M.F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Information architecture for intelligent decision support in intensive medicine". WSEAS Transactions on Computers 8 5 (2009): 810-819. http://www.scopus.com/inward/record.url?eid=2-s2.0-69549098007&partnerID=MN8TOARS.
  48. Neves, J.; Santos, M.; Machado, J.; Abelha, A.. "Electronic Health Records - Organizational, Regional, National, or Worldwide?". Proceedings of the 1st Wseas International Conference on Biomedical Electronics and Biomedical Informatics (2008): 116-121. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000260437900017&KeyUID=WOS:000260437900017.
  49. Rigor, H.; Machado, J.; Abelha, A.; Neves, J.; Alberto, C.. "A web-based system to reduce the nosocomial infection impact in healtcare units". Webist 2008: Proceedings of the Fourth International Conference on Web Information Systems and Technologies, Vol 1 (2008): 264-268. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000259260900043&KeyUID=WOS:000259260900043.
  50. Salini, R.; Neves, J.; Abelha, A.. "THE ROAD MAP TO APPLY EVOLUTIONARY INTELLIGENCE TO ASPHALT PAVEMENT MODELLING". 22nd European Conference on Modelling and Simulation, Proceedings (2008): 573-579. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000261605800083&KeyUID=WOS:000261605800083.
  51. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of Service in Healthcare Units". European Simulation and Modelling Conference 2008 (2008): 291-298. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000264749400043&KeyUID=WOS:000264749400043.
  52. Machado, J.; Alves, V.; Abelha, A.; Neves, J.. "Ambient intelligence via multiagent systems in the medical arena". Engineering Intelligent Systems 15 3 (2007): 151-158. http://www.scopus.com/inward/record.url?eid=2-s2.0-45549089672&partnerID=MN8TOARS.
  53. Machado, J.; Alves, V.; Abelha, A.; Neves, J.. "Ambient intelligence via multiagent systems in the medical arena". Engineering Intelligent Systems for Electrical Engineering and Communications 15 3 (2007): 151-157. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000256254300004&KeyUID=WOS:000256254300004.
  54. Abelha, A.; Analide, C.; Machado, J.; Neves, J.; Santos, M.; Novais, P.. "Ambient intelligence and simulation in health care virtual scenarios". Establishing the Foundation of Collaborative Networks 243 (2007): 461-468. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000249668300049&KeyUID=WOS:000249668300049.
  55. Neves, J.; Machado, J.; Analide, C.; Abelha, A.; Brito, L.. "The Halt Condition in Genetic Programming". Progress in Artificial Intelligence, Proceedings 4874 (2007): 160-169. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000252074800014&KeyUID=WOS:000252074800014.
  56. Andrade, F.; Neves, J.; Novais, P.; Machado, J.; Abelha, A.. "Legal security and credibility in agent based virtual enterprises". Collaborative Networks and Their Breeding Environments 186 (2005): 503-512. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000232417600053&KeyUID=WOS:000232417600053.
  57. Alves, V.; Neves, J.; Maia, M.; Nelas, L.; Santos, M.; Abelha, A.. "A computational environment for building intelligent medical diagnosis based systems". Applications and Innovations in Intelligent Systems X (2003): 149-161. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000181127800011&KeyUID=WOS:000181127800011.
  58. Neves J; Cortez P; Rocha M; Abelha A; Machado J; Alves V; Basto S; Botelho H. "A unified framework for data modeling on medical information systems.". Studies in health technology and informatics (1999): http://europepmc.org/abstract/med/10724977.
  59. Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; Machado, J.; Alves, V.; Basto, S.; Botelho, H.. "A unified framework for data modeling on Medical Information Systems". Medical Informatics Europe '99 68 (1999): 68-71. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000084548800015&KeyUID=WOS:000084548800015.
  60. Neves, J.; Machado, J.; Novais, P.; Abelha, A.. "A multi-agent system for law enforcement simulation". Simulation in Industry: 9th European Simulation Symposium 1997 (1997): 242-246. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000088776300043&KeyUID=WOS:000088776300043.
  61. Neves, J.; Machado, J.; Analide, C.; Novais, P.; Abelha, A.. "Extended Logic Programming applied to the specification of Multi-Agent Systems and their computing environments". 1997 Ieee International Conference on Intelligent Processing Systems, Vols 1 & 2 (1997): 159-164. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000073594000027&KeyUID=WOS:000073594000027.
Capítulo de livro
  1. Regina Sousa; Hugo Peixoto; António Abelha; José Machado. "Implementing a Software-as-a-Service Strategy in Healthcare Workflows". 2023.
    10.1007/978-3-031-38333-5_35
  2. Rui Miranda; Eduarda Ribeiro; Dalila Durães; Hugo Peixoto; Ricardo Machado; António Abelha; José Machado. "Smart Cities Using Crowdsensing and Geoferenced Notifications". 2023.
    10.1007/978-3-031-36957-5_9
  3. José Lopes; Regina Sousa; António Abelha; José Machado. "Big Data in Healthcare Institutions: An Architecture Proposal". 2023.
    10.1007/978-3-031-33614-0_20
  4. António Chaves; Regina Sousa; António Abelha; Hugo Peixoto. "Steps Towards Intelligent Diabetic Foot Ulcer Follow-Up Based on Deep Learning". 2023.
    10.1007/978-3-031-38204-8_7
  5. Rui Miranda; Vasco Ramos; Eduarda Ribeiro; Carla Rodrigues; António Silva; Dalila Durães; César Analide; António Abelha; José Machado. "Crowdsensing on Smart Cities: A Systematic Review". 2022.
    10.1007/978-3-031-22419-5_9
  6. Esteves, M.; Abelha, A.C.. "A New System to Assist Elders’ Self-Care and Their Informal Caregivers". 193-210. 2022.
  7. Eduarda Vieira; Diana Ferreira; Cristiana Neto; António Abelha; José Machado. "Data Mining Approach to Classify Cases of Lung Cancer". 2021.
    10.1007/978-3-030-72657-7_49
  8. Esteves, M.; Miranda, F.; Abelha, A.. "Pervasive business intelligence platform to support the decision-making process in waiting lists". 848-863. 2021.
  9. Esteves, M.; Abelha, A.; Machado, J.. "A proof of concept of a business intelligence platform to support the decision-making process of health professionals in waiting lists". 1015-1034. 2021.
  10. Ana Abreu; Diana Ferreira; Cristiana Neto; António Abelha; José Machado. "Diagnosis of Diabetic Retinopathy Using Data Mining Classification Techniques". 198-209. Springer International Publishing, 2021.
    10.1007/978-3-030-71782-7_18
  11. Neto, C.; Ferreira, D.; Abelha, A.. "Improving the decision-making process in a hospital environment with new interactive visualization methods". 1001-1014. 2021.
  12. Sara Oliveira; Marisa Esteves; Rui Cernadas; António Abelha; José Machado. "The Development of a Business Intelligence Web Application to Support the Decision-Making Process Regarding Absenteeism in the Workplace". 2020.
    10.1007/978-3-030-40690-5_11
  13. Ana Coimbra; Cristiana Neto; Diana Ferreira; Júlio Duarte; Daniela Oliveira; Francini Hak; Filipe Gonçalves; et al. "Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data". 368-376. Springer International Publishing, 2020.
    10.1007/978-3-030-62365-4_35
  14. Portela, F.; Santos, M.F.; da Abelha, A.S.; Machado, J.; Rua, F.. "Data quality and critical events in ventilation: An intensive care study". 112-121. 2020.
  15. Portela, F.; Santos, M.F.; Machado, J.; da Silva Abelha, A.; Rua, F.. "Step towards pervasive technology assessment in intensive medicine". 213-229. 2020.
  16. Veloso, R.; Portela, F.; Santos, M.F.; Machado, J.; da Abelha, A.S.; Rua, F.; Silva, Á.. "Categorize readmitted patients in intensive medicine by means of clustering data mining". 84-99. 2020.
  17. Silva, Ana; Vicente, Henrique; Abelha, Antonio; Filipe Santos, M.; Machado, Jose; Neves, Joao; Neves, Jose. "Length of Stay in Intensive Care Units - A Case Base Evaluation". editado por Fujita, H.; Papadopoulos, G. A., 191-202. 2016.
    10.3233/978-1-61499-674-3-191
  18. Duarte, Julio; Castro, Sara; Santos, Manuel; Abelha, Antonio; Machado, Jose. "Improving Quality of Electronic Health Records with SNOMED". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1342-1350. 2014.
    10.1016/j.protcy.2014.10.151
  19. Veloso, Rui; Portela, Filipe; Santos, Manuel Filipe; Silva, Alvaro; Rua, Fernando; Abelha, Antonio; Machado, Jose. "A clustering approach for predicting readmissions in Intensive Medicine". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1307-1316. 2014.
    10.1016/j.protcy.2014.10.147
  20. Cardoso, Luciana; Marins, Fernando; Portela, Filipe; Abelha, Antonio; Machado, Jose. "Healthcare Interoperability through Intelligent Agent Technology". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1334-1341. 2014.
    10.1016/j.protcy.2014.10.150
  21. Brandao, Andreia; Pereira, Eliana; Portela, Filipe; Santos, Manuel Filipe; Abelha, Antonio; Machado, Jose. "Managing Voluntary Interruption of Pregnancy using Data Mining". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1297-1306. 2014.
    10.1016/j.protcy.2014.10.146
  22. Silva, Paulo; Gago, Pedro; Bregieiro Ribeiro, Jose Carlos; Santos, Manuel F.; Portela, Filipe; Abelha, Antonio; Machado, Jose; Pinto, Filipe. "An expert system for supporting Traditional Chinese Medicine diagnosis and treatment". In Centeris 2014 - Conference on Enterprise Information Systems / Projman 2014 - International Conference on Project Management / Hcist 2014 - International Conference on Health and Social Care Information Systems and Technologies, 1487-1492. Elsevier: Elsevier, 2014.
    Publicado • 10.1016/j.protcy.2014.10.169
  23. Portela, F.; Gago, P.; Santos, M. F.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.; Quintas, C.; Pinto, F.. "Intelligent and Real Time Data Acquisition and Evaluation to Determine Critical Events in Intensive Medicine". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 716-724. 2012.
    10.1016/j.protcy.2012.09.079
  24. Miranda, M.; Salazar, M.; Portela, F.; Santos, M.; Abelha, A.; Neves, J.; Machado, J.. "Multi-agent systems for HL7 interoperability services". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 725-733. 2012.
    10.1016/j.protcy.2012.09.080
  25. Peixoto, H.; Duarte, J.; Abelha, A.; Santos, M.; Machado, J.. "ScheduleIT - Open-Source Preventive Actions Management Plataform in Healthcare Information Systems". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 734-742. 2012.
    10.1016/j.protcy.2012.09.081
  26. Cabral, A.; Pina, C.; Machado, H.; Abelha, A.; Salazar, M.; Quintas, C.; Portela, C. F.; et al. "Data Acquisition Process for an Intelligent Decision Support in Gynecology and Obstetrics Emergency Triage". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 223-232. 2011.
  27. Portela, C. F.; Santos, M. F.; Silva, A.; Machado, J.; Abelha, A.. "Enabling a Pervasive Approach for Intelligent Decision Support in Critical Health Care". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 233-243. 2011.
  28. Duarte, J.; Portela, C. F.; Abelha, A.; Machado, J.; Santos, M. F.. "Electronic Health Record in Dermatology Service". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 156-164. 2011.
  29. Miranda, M.; Machado, J.; Abelha, A.; Neves, J.. "Evolutionary Intelligence in Agent Modeling and Interoperability". editado por Novais, P.; Preuveneers, D.; Corchado, J. M., 253-257. 2011.
  30. Machado, J.; Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.. "Morality in Group Decision Support Systems in Medicine". editado por Essaaidi, M.; Malgeri, M.; Badica, C., 191-200. 2010.
  31. Miranda, M.; Pontes, G.; Goncalves, P.; Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. "Modelling Intelligent Behaviours in Multi-agent Based HL7 Services". editado por Lee, R., 95-106. 2010.
  32. Miranda, M.; Machado, J.; Abelha, A.; Pontes, G.; Neves, J.. "A Step towards Medical Ethics Modeling". editado por Takeda, H., 27-36. 2010.
  33. Peixoto, H.; Machado, J.; Neves, J.; Abelha, A.. "Semantic Interoperability and Health Records". editado por Takeda, H., 236-237. 2010.
  34. Machado, J.; Miranda, M.; Abelha, A.; Neves, J.. "Modeling Medical Ethics through Intelligent Agents". editado por Godart, C.; Gronau, N.; Sharma, S.; Canals, G., 112-122. 2009.
  35. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. "A Group Decision Support System for Staging of Cancer". editado por Weerasinghe, D., 114-121. 2009.
  36. Analide, C.; Abelha, A.; Machado, J.; Neves, J.. "An Agent Based Approach to the Selection Dilemma in CBR". editado por Badica, C.; Mangioni, G.; Carchiolo, V.; Burdescu, D. D., 35-44. 2008.
Livro
  1. Guisasola, A.C.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. Detecting Autism Spectrum Disorder Using Data Mining. 2022.
    10.1007/978-981-16-4884-7_22
  2. Neto, C.; Ferreira, D.; Ramos, J.; Cruz, S.; Oliveira, J.; Abelha, A.; Machado, J.. Prediction Models for Coronary Heart Disease. 2022.
    10.1007/978-3-030-86261-9_12
  3. Cunha, A.F.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study. 2021.
    10.1007/978-3-030-80624-8_20
  4. Faria, S.; Oliveira, D.; Abelha, A.; Machado, J.. Intelligent support system for the provision of inpatient care. 2020.
    10.1007/978-3-030-40690-5_36
  5. Sousa, R.; Ferreira, D.; Abelha, A.; Machado, J.. Step Towards Monitoring Intelligent Agents in Healthcare Information Systems. 2020.
    10.1007/978-3-030-45697-9_50
  6. Neto, C.; Brito, M.; Peixoto, H.; Lopes, V.; Abelha, A.; Machado, J.. Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks. 2020.
    10.1007/978-3-030-45688-7_22
  7. Jesus, T.; Duarte, J.; Ferreira, D.; Durães, D.; Marcondes, F.; Santos, F.; Gomes, M.; et al. Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data. 2020.
    10.1007/978-3-030-62365-4_53
  8. Hak, F.; Guimarães, T.; Abelha, A.; Santos, M.. An Exploratory Study of a NoSQL Database for a Clinical Data Repository. 2020.
    10.1007/978-3-030-45697-9_46
  9. Hak, F.; Guimarães, T.; Abelha, A.; Santos, M.. Clinical Decision Support Using Open Data. 2020.
    10.1007/978-3-030-45697-9_47
  10. Quintal, M.; Guimarães, T.; Abelha, A.; Santos, M.F.. Business Analytics for Social Healthcare Institution. 2020.
    10.1007/978-3-030-45697-9_49
  11. Fernandes, C.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. How to Assess the Acceptance of an Electronic Health Record System?. 2020.
    10.1007/978-3-030-45697-9_45
  12. Machado, J.; Cardoso, A.C.; Gomes, I.; Silva, I.; Lopes, V.; Peixoto, H.; Abelha, A.. Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer. 2019.
    10.1007/978-3-030-11890-7_55
  13. Loreto, P.; Peixoto, H.; Abelha, A.; Machado, J.. Predicting low birth weight babies through data mining. 2019.
    10.1007/978-3-030-16187-3_55
  14. Peixoto, H.; Correia e Silva, L.; Pereira, S.; Jesus, T.; Lopes, V.; Abelha, A.; Machado, J.. Predicting Death and Morbidity in Perforated Peptic Ulcer. 2019.
    10.1007/978-3-030-11890-7_54
  15. Cruz, M.; Esteves, M.; Peixoto, H.; Abelha, A.; Machado, J.. Application of data mining for the prediction of prophylactic measures in patients at risk of deep vein thrombosis. 2019.
    10.1007/978-3-030-16187-3_54
  16. Ferreira, D.; Neto, C.; Machado, J.; Abelha, A.. Steps towards online monitoring systems and interoperability. 2019.
    10.1007/978-3-030-16187-3_51
  17. Neto, C.; Ferreira, D.; Abelha, A.; Machado, J.. Improving healthcare delivery with new interactive visualization methods. 2019.
    10.1007/978-3-030-16187-3_52
  18. Peixoto, H.; Francisco, A.; Duarte, A.; Esteves, M.; Oliveira, S.; Lopes, V.; Abelha, A.; Machado, J.. Predicting Postoperative Complications for Gastric Cancer Patients Using Data Mining. 2019.
    10.1007/978-3-030-16447-8_4
  19. Silva, C.; Oliveira, D.; Peixoto, H.; Machado, J.; Abelha, A.. Data mining for prediction of length of stay of cardiovascular accident inpatients. 2018.
    10.1007/978-3-030-02843-5_43
  20. Neves, J.; Vicente, H.; Esteves, M.; Ferraz, F.; Abelha, A.; Machado, J.. Waiting time screening in healthcare. 2018.
    10.1007/978-3-319-98752-1_14
  21. Coelho, D.; Guimarães, T.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Pervasive business intelligence in misericordias – A Portuguese case study. 2018.
    10.1007/978-3-319-93644-4_5
  22. Mendonça, A.; Pereira, J.; Reis, R.; Alves, V.; Abelha, A.; Ferraz, F.; Neves, J.; Ribeiro, J.; Vicente, H.. A case-based reasoning approach to GBM evolution. 2018.
    10.1007/978-3-319-98446-9_46
  23. Esteves, M.; Miranda, F.; Machado, J.; Abelha, A.. Mobile collaborative augmented reality and business intelligence: A system to support elderly people’s self-care. 2018.
    10.1007/978-3-319-77700-9_20
  24. Gonçalves, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. Step towards a pervasive data system for intensive care medicine. 2018.
    10.1007/978-3-319-77700-9_35
  25. Oliveira, D.; Coimbra, A.; Miranda, F.; Abreu, N.; Leuschner, P.; Machado, J.; Abelha, A.. New approach to an openEHR introduction in a portuguese healthcare facility. 2018.
    10.1007/978-3-319-77700-9_21
  26. Martins, B.; Rei, J.; Braga, M.; Abelha, A.; Vicente, H.; Neves, J.. Kidney care—a personal assistant assessment. 2018.
    10.1007/978-3-319-62530-0_3
  27. Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2017.
  28. Silva, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Text mining models to predict brain deaths using X-Rays clinical notes. 2017.
    10.1007/978-3-319-58130-9_15
  29. Carvalhosa, P.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Pervasiveness in digital marketing – A global overview. 2017.
    10.1007/978-3-319-56541-5_40
  30. Costa, A.; Santos, M.F.; Abelha, A.. A data warehouse schema to support financial process in local eGov. 2017.
    10.1007/978-3-319-56535-4_36
  31. Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.F.; Machado, J.; Braga, J.. Improving quality of services in maternity care triage system. 2017.
    10.4018/978-1-5225-2237-9.ch039
  32. Morgado, P.; Vicente, H.; Abelha, A.; Machado, J.; Neves, J.. A case-based approach to colorectal cancer detection. 2017.
    10.1007/978-981-10-4154-9_50
  33. Marins, F.; Cardoso, L.; Esteves, M.; Machado, J.; Abelha, A.. An agent-based rfid monitoring system for healthcare. 2017.
    10.1007/978-3-319-56541-5_42
  34. Silva, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. An ontology for mapping cerebral death. 2017.
    10.1007/978-3-319-56541-5_31
  35. Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, Á.; Rua, F.. Real-time models to predict the use of vasopressors in monitored patients. 2016.
    10.1007/978-3-319-29175-8_2
  36. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting pre-triage waiting time in a maternity emergency room through data mining. 2016.
    10.1007/978-3-319-29175-8_10
  37. Pereira, E.; Portela, F.; Abelha, A.. A clinical recommendation system to maternity care. 2016.
    10.4018/978-1-4666-9882-6.ch004
  38. Quintas, A.; Vicente, H.; Novais, P.; Abelha, A.; Santos, M.F.; Machado, J.; Neves, J.. A case based approach to assess waiting time prediction at an intensive care unity. 2016.
    10.1007/978-3-319-41929-9_4
  39. Coimbra, A.; Vicente, H.; Abelha, A.; Filipe Santos, M.; Machado, J.; Neves, J.. Prediction of length of hospital stay in preterm infants a case-based reasoning view. 2016.
    10.1007/978-3-319-39630-9_10
  40. Guimarães, T.; Coimbra, A.; Frutuoso, S.; Abelha, A.. A multiplatform decision support tool in neonatology and pediatric care. 2016.
    10.4018/978-1-4666-9882-6.ch014
  41. Machado, J.; Abelha, A.. Applying business intelligence to clinical and healthcare organizations. 2016.
    10.4018/978-1-4666-9882-6
  42. Faria, R.; Vicente, H.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. A case-based approach to nosocomial infection detection. 2016.
    10.1007/978-3-319-39384-1_14
  43. Machado, J.; Abelha, A.. Preface. 2016.
  44. Machado, J.; Abelha, A.. Preface. 2016.
  45. Esteves, M.; Vicente, H.; Gomes, S.; Abelha, A.; Santos, M.F.; Machado, J.; Neves, J.. Waiting time screening in diagnostic medical imaging – A case-based view. 2016.
    10.1007/978-3-319-40973-3_30
  46. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Critical events in mechanically ventilated patients. 2016.
    10.1007/978-3-319-31307-8_61
  47. Oliveira, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Optimization techniques to detect early ventilation extubation in intensive care units. 2016.
    10.1007/978-3-319-31307-8_62
  48. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Pervasive adaptive data acquisition gateway for critical healthcare. 2016.
    10.1007/978-3-319-31307-8_59
  49. Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Pervasive patient timeline for intensive care units. 2016.
    10.1007/978-3-319-31307-8_55
  50. Neves, J.; Gonçalves, N.; Oliveira, R.; Gomes, S.; Macedo, J.; Abelha, A.; Analide, C.; et al. Screening a case base for stroke disease detection. 2016.
    10.1007/978-3-319-32034-2_1
  51. Pereira, S.; Torres, L.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting triage waiting time in maternity emergency care by means of data mining. 2016.
    10.1007/978-3-319-31307-8_60
  52. Neves, J.; Rosário Martins, M.; Vicente, H.; Abelha, A.; Machado, J.. An assessment of chronic kidney diseases. 2015.
    10.1007/978-3-319-16486-1_18
  53. Portela, F.; Oliveira, S.; Santos, M.; Machado, J.; Abelha, A.. A real-time intelligent system for tracking patient condition. 2015.
    10.1007/978-3-319-26508-7_9
  54. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.; Silva, Á.. Real-time decision support using data mining to predict blood pressure critical events in intensive medicine patients. 2015.
    10.1007/978-3-319-26508-7_8
  55. Neves, J.; Fernandes, A.; Gomes, G.; Neves, M.; Abelha, A.; Vicente, H.. International standard ISO 9001 – a soft computing view. 2015.
    10.1007/978-3-319-29133-8_8
  56. Carvalho, S.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Step towards of a homemade business intelligence solution - A case study in textile industry. 2015.
    10.1007/978-3-319-16486-1_36
  57. Lima, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Big data for stock market by means of mining techniques. 2015.
    10.1007/978-3-319-16486-1_67
  58. Novo, A.; Duarte, J.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J.. Information systems assessment in pathologic anatomy service. 2015.
    10.1007/978-3-319-16528-8_19
  59. Silva, E.; Cardoso, L.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J.. Predicting nosocomial infection by using data mining technologies. 2015.
    10.1007/978-3-319-16528-8_18
  60. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Predicting plateau pressure in intensive medicine for ventilated patients. 2015.
    10.1007/978-3-319-16528-8_17
  61. Teixeira, R.; Afonso, F.; Oliveira, B.; Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. Decision support in E-government – a pervasive business intelligence approach case study in a local government. 2015.
    10.1007/978-3-319-16528-8_15
  62. Neves, J.; Cunha, A.; Almeida, A.; Carvalho, A.; Abelha, A.; Machado, J.; Vicente, H.. Artificial neural networks in diagnosis of liver diseases. 2015.
    10.1007/978-3-319-22741-2_7
  63. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting preterm birth in maternity care by means of data mining. 2015.
    10.1007/978-3-319-23485-4_12
  64. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Clustering barotrauma patients in ICU–A data mining based approach using ventilator variables. 2015.
    10.1007/978-3-319-23485-4_13
  65. Pereira, A.; Pereira, E.; Silva, E.; Guimarães, T.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. An overview of the quality of service in bluetooth communications in healthcare. 2015.
    10.1007/978-3-319-19695-4_16
  66. Peixoto, H.; Abelha, A.; Santos, M.; Machado, J.. A preventive action management platform in healthcare information systems. 2014.
    10.4018/978-1-4666-7230-7.ch026
  67. Marins, F.; Cardoso, L.; Portela, F.; Abelha, A.; Machado, J.. Intelligent systems for monitoring and prevention in healthcare information systems. 2014.
    10.1007/978-3-319-09153-2_15
  68. Marins, F.; Cardoso, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. cImproving high availability and reliability of health interoperability systems. 2014.
    10.1007/978-3-319-05948-8_20
  69. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predictive models for hospital bed management using data mining techniques. 2014.
    10.1007/978-3-319-05948-8_39
  70. Portela, F.; Santos, M.F.; MacHado, J.; Abelha, A.; Silva, Á.; Rua, F.. Pervasive and intelligent decision support in intensive medicine - The complete picture. 2014.
    10.1007/978-3-319-10265-8_9
  71. Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. A multi-agent platform for hospital interoperability. 2014.
    10.1007/978-3-319-07596-9_14
  72. Silva, E.; Alpuim, A.; Cardoso, L.; Marins, F.; Quintas, C.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. Business intelligence and nosocomial infection decision making. 2014.
    10.4018/978-1-4666-6477-7.ch010
  73. Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.; Neves, J.; Santos, M.F.. Knowledge acquisition process for intelligent decision support in critical health care. 2014.
    10.4018/978-1-4666-6339-8.ch015
  74. Pereira, E.; Brandão, A.; Salazar, M.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.; Braga, J.. Pre-triage decision support improvement in maternity care by means of data mining. 2014.
    10.4018/978-1-4666-6477-7.ch009
  75. Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2014.
    10.4018/978-1-4666-6118-9.ch005
  76. Pontes, G.; Portela, C.F.; Rodrigues, R.; Santos, M.F.; Neves, J.; Abelha, A.; Machado, J.. Modeling intelligent agents to integrate a patient monitoring system. 2013.
    10.1007/978-3-319-00563-8_17
  77. Salgado, C.; Cardoso, L.; Gonçalves, P.; Abelha, A.; Machado, J.. Tracking People and Equipment Simulation inside Healthcare Units. 2013.
    10.1007/978-3-319-00566-9_2
  78. Pereira, R.; Salazar, M.; Abelha, A.; Machado, J.. SWOT analysis of a Portuguese Electronic Health Record. 2013.
    10.1007/978-3-642-37437-1_14
  79. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.. Pervasive and intelligent decision support in critical health care using ensembles. 2013.
    10.1007/978-3-642-40093-3_1
  80. Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.; Neves, J.; Santos, M.F.. Knowledge acquisition process for intelligent decision support in critical health care. 2013.
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  81. Marins, F.; Cardoso, L.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Intelligent information system to tracking patients in intensive care units. 2013.
    10.1007/978-3-319-03176-7_8
  82. Miranda, M.; MacHado, J.; Abelha, A.; Neves, J.. Healthcare interoperability through a JADE based multi-agent platform. 2013.
    10.1007/978-3-642-32524-3-11
  83. Portela, F.; Santos, M.F.; Silva, Á.; Abelha, A.; Machado, J.. Pervasive Ensemble Data Mining Models to Predict Organ Failure and Patient Outcome in Intensive Medicine. 2013.
    10.1007/978-3-642-54105-6_27
  84. Gonçalves, J.M.C.; Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.. Predict sepsis level in intensive medicine - Data mining approach. 2013.
    10.1007/978-3-642-36981-0_19
  85. Salazar, M.; Duarte, J.; Pereira, R.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Step towards paper free hospital through electronic health record. 2013.
    10.1007/978-3-642-36981-0_63
  86. Santos, M.F.; Portela, F.; Miranda, M.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.. Grid data mining strategies for outcome prediction in distributed intensive care units. 2013.
    10.4018/978-1-4666-3667-5.ch006
  87. Portela, F.; Santos, M.F.; Machado, J.; Silva, Á.; Rua, F.; Abelha, A.. Intelligent data acquisition and scoring system for intensive medicine. 2012.
    10.1007/978-3-642-32395-9_1
  88. Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. Intelligence in interoperability with AIDA. 2012.
    10.1007/978-3-642-34624-8_31
  89. Rodrigues, R.; Gonçalves, P.; Miranda, M.; Portela, C.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.. An intelligent patient monitoring system. 2012.
    10.1007/978-3-642-34624-8_32
  90. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.; Ieee,. Usability Evaluation of Electronic Health Record. 2012.
  91. Silva, P.; Quintas, C.; Duarte, J.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.; Ieee,. Hospital database workload and fault forecasting. 2012.
  92. Portela, C.F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.. Enabling a pervasive approach for intelligent decision support in critical health care. 2011.
    10.1007/978-3-642-24352-3_25
  93. Cabral, A.; Pina, C.; Machado, H.; Abelha, A.; Salazar, M.; Quintas, C.; Portela, C.F.; et al. Data acquisition process for an intelligent decision support in gynecology and obstetrics emergency triage. 2011.
    10.1007/978-3-642-24352-3_24
  94. Duarte, J.; Portela, C.F.; Abelha, A.; Machado, J.; Santos, M.F.. Electronic health record in dermatology service. 2011.
    10.1007/978-3-642-24352-3_17
  95. Miranda, M.; Machado, J.; Abelha, A.; Neves, J.. Evolutionary intelligence in agent modeling and interoperability. 2011.
    10.1007/978-3-642-19937-0_33
  96. Miranda, M.; Machado, J.; Abelha, A.; Pontes, G.; Neves, J.. A step towards medical ethics modeling. 2010.
  97. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. Interoperabity in Healthcare. 2010.
  98. Alves, F.; Abelha, A.; Machado, J.; Neves, J.. Interoperability Performance in a Healthcare Environment. 2010.
  99. Peixoto, H.; Machado, J.; Abelha, A.. Interoperability and semantic clinical process. 2010.
  100. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandez-Delgado, M.; Neves, J.; Ieee,. Handling Incomplete Information in an Evolutionary Environment. 2010.
  101. Peixoto, H.; Machado, J.; Abelha, A.. Interoperability and semantic clinical process. 2010.
  102. Peixoto, H.; Machado, J.; Neves, J.; Abelha, A.. Semantic interoperability and health records. 2010.
  103. Miranda, M.; Pontes, G.; Gonçalves, P.; Peixoto, H.; Santos, M.; Abelha, A.; MacHado, J.. Modelling intelligent behaviours in multi-agent based HL7 services. 2010.
    10.1007/978-3-642-15405-8_9
  104. MacHado, J.; Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.. Morality in group decision support systems in medicine. 2010.
    10.1007/978-3-642-15211-5_20
  105. Machado, J.; Miranda, M.; Pontes, G.; dos Santos, D.; Santos, M.; Abelha, A.; Neves, J.. Intelligent Agents and Medical Moral Dilemmas. 2009.
  106. Machado, J.; Miranda, M.; Abelha, A.; Neves, J.. Modeling Medical Ethics through Intelligent Agents. 2009.
    10.1007/978-3-642-04280-5_10
  107. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. A group decision support system for staging of cancer. 2009.
    10.1007/978-3-642-00413-1_14
  108. Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. Information Modeling for Real-Time Decision Support in Intensive Medicine. 2009.
  109. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. Interoperability and Healthcare. 2009.
  110. Salini, R.; Neves, J.; Abelha, A.. INTELLIPave - CONSIDERING ASIDE FAILURE CRITERIA AND UNKNOWN VARIABLES IN EVOLUTIONARY INTELLIGENCE BASED MODELS FOR ASPHALT PAVEMENT. 2009.
  111. Belo, D.; Miranda, M.; Abelha, A.; Machado, J.; Neves, J.. Quality of Service in Transplantation via The Electronic Medical Record. 2009.
  112. Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. Information Modeling for Real-Time Decision Support in Intensive Medicine. 2009.
  113. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. AN AGENT-BASED ARCHITECTURE FOR CANCER STAGING. 2009.
  114. Analide, C.; Abelha, A.; Machado, J.; Neves, J.. An agent based approach to the selection dilemma in CBR. 2008.
    10.1007/978-3-540-85257-5_4
  115. Abelha, A.; Analide, C.; Machado, J.; Neves, J.; Santos, M.; Novais, P.. Ambient intelligence and simulation in health care virtual scenarios. 2007.
    10.1007/978-0-387-73798-0_49
  116. Neves, J.; Machado, J.; Analide, C.; Abelha, A.; Brito, L.. The halt condition in genetic programming. 2007.
  117. Andrade, F.; Neves, J.; Novais, P.; Machado, J.; Abelha, A.. Legal security and credibility in agent based virtual enterprises. 2005.
  118. Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; MacHado, J.; Alves, V.; Basto, S.; Botelho, H.. A unified framework for data modeling on medical information systems. 1999.
    10.3233/978-1-60750-912-7-68
Pré-impressão
  1. Diana Ferreira; Cristiana Neto; Francini Hak; António Abelha; Manuel Santos; José Machado. "Standardizing Corneal Transplantation Records with openEHR: Case Study (Preprint)". 2023. https://doi.org/10.2196/preprints.48407.
    10.2196/preprints.48407

Outros

Outra produção
  1. Prediction models for coronary heart disease. In the current days, it is known that a great amount of effort is being applied to improving healthcare with the use of Artificial Intelligence technologies in order to assist healthcare professionals in the decision-making process. One of the most important field in healthcare diagnoses is the identification of Coronary Heart Disease since it has a high mortality rate worldwide. This disease occu. 2022. Neto, Cristiana; Ferreira, Diana; Ramos, José; Cruz, Sandro; Oliveira, Joaquim M.; Abelha, António; Machado, José Manuel. https://hdl.handle.net/1822/78003.
    10.1007/978-3-030-86261-9_12
  2. Prediction of COVID-19 Diagnosis Based on OpenEHR Artefacts. 2021. Oliveira, D.; Ferreira, D.; Abreu, N.; Leuschner, P.; Abelha, A.; Machado, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85131860233&partnerID=MN8TOARS.
    10.21203/rs.3.rs-907764
Atividades

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2018 - 2018 BPM para processos hospitalares usando BPMN
Orientador
 Engenharia e Gestão de Sistemas de Informação (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 ABI em saúde
Orientador
 Engenharia e Gestão de Sistemas de Informação (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Gestão de workflows Clínicos
Orientador
 Engenharia e Gestão de Sistemas de Informação (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Agendamento inteligente de blocos operatórios
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Business intelligence: indicadores de desempenho num bloco operatório
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Melhoria da qualidade de serviços e monitorização clinica das gravidez
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Mobile Collaborative Augmented Reality and Business Inteligence: A system to Support Elderly People´s Self-Care
Orientador
 Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
2017 - 2017 plataforma de apoio à prática de cuidados de enfermagem em contexto hospitalar
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2016 - 2016 ferramenta de apoio à decisão em uniddaes de neonatologia e pediatria
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2016 - 2016 plataforma de suporte à decisão médica para transpkante de ógãos baseada em Business intelligence
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2016 - 2016 Qualidade da Informação no Processo de Tomada de Decisão em Grupo
Orientador
 Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
2014 - 2014 Auditoria aos sistemas de informação hospitalares
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Apoio à decisão em ginecologia e obstetrícia
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Business intelligence : indicadores da interrupção voluntária da gravidez
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Plataforma de Business Intelligence para o estudo de infeção nosocomial
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Portuguese sign language recognition from depth sensing human gesture and motion capture
Orientador
 Engenharia Informática (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Desenvolvimento de uma plataforma baseada em agentes para a interoperabilidade
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Normas, nomenclaturas e uniformização do registo clínico
Orientador
 Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Mobile application to support pediatric medical practice
Orientador
 Engenharia Informática (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Apoio à prática obstétrica em plataformas móveis
Orientador
 Engenharia Informática (Mestrado)
Universidade do Minho, Portugal
2012 - 2012 Staps towards interoperability in Healthcare Environment
Orientador
 Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
2011 - 2011 Improving quality of information in health records with medical ontologies
Orientador
 Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
Distinções

Prémio

2021 AUSTCO Excellence Award for Quality and Patient Safety, Home Based Care in Covid Management
International Hospital Federation, Suiça
2017 Best Paper Award The Ninth International Conference on eHealth, Telemedicine, and Social Medicine. Nice, France. IARIA.
2016 Portugal Digital Award, "Best Strategic Tool", AIDA-BI Area do Medico, in collaboration with Centro Hospitalar do Porto
2014 8ª Edição do Prémio de Boas Práticas em Saúde, Projeto “Sistema adaptativo de triagem para urgência de maternidade (CMIN)”, Centro Hospitalar do Porto, Lisboa
2009 Interoperability and Electronic Health Records, with Hospital Geral de Santo António, 3rd place
2008 Best paper award, 2nd annual European Simulation and Modelling Conference (ESM 2008)
2008 Dematerialization of Clinical Records, in collaboration with Hospital Geral de Santo António, Oporto, 2nd place.
2007 Project of collaboration with Hospital Geral de Santo António, in Oporto, Hospital do Futuro 2006/2007, in e-Health

Outra distinção

2023 SYSTEMS JOURNAL MDPI BEST PAPER - Second Award