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Identification

Personal identification

Full name
Tiago Guimarães

Citation names

  • Guimarães, Tiago

Author identifiers

Ciência ID
AC1F-ACEB-E443
ORCID iD
0000-0001-6320-8878
Google Scholar ID
OS8BYZcAAAAJ
Scopus Author Id
56028519600

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2017/10/01 - 2021/10/01
Ongoing
 Programa Doutoral em Engenharia Biomédica (Doutoramento)
Major in Informática Médica
Universidade do Minho Escola de Engenharia, Portugal
"Improving Veracity and Value of Data in Healthcare Data Flows" (THESIS/DISSERTATION)
2010/09/01 - 2015/06/30
Concluded
 Mestrado Integrado em Engenharia Biomédica (Mestrado integrado)
Major in Informática Médica
Universidade do Minho Escola de Engenharia, Portugal
"Ferramenta de suporte à decisão e prática clínica em unidades de cuidados neonatais e pediátricos" (THESIS/DISSERTATION)
Affiliation

Science

Category
Host institution 		Employer
2015/03 - Current Researcher (Research) Universidade do Minho, Portugal
Universidade do Minho Escola de Engenharia, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2017/09/01 - Current Invited Assistant Professor (University Teacher) Universidade do Minho, Portugal
Universidade do Minho - Campus de Azurém, Portugal
Projects

Contract

Designation Funders
2019/01/01 - 2022/12/31 ICDS4IM - Intelligent Clinical Decision Support for Intensive Medicine
DSAIPA/DS/0084/2018
10.54499/DSAIPA/DS/0084/2018
Universidade do Minho, Portugal

Centro Hospitalar Universitário de Santo António, Portugal

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

Publications

Book
  1. Peixoto, D.; Faria, M.; Macedo, R.; Peixoto, H.; Lopes, J.; Barbosa, A.; Guimarães, T.; Santos, M.F.. Determining Internal Medicine Length of Stay by Means of Predictive Analytics. 2022.
    10.1007/978-3-031-16474-3_15
  2. Quintal, M.; Guimarães, T.; Abelha, A.; Santos, M.F.. Business Analytics for Social Healthcare Institution. 2020.
    10.1007/978-3-030-45697-9_49
  3. Hak, F.; Guimarães, T.; Abelha, A.; Santos, M.. Clinical Decision Support Using Open Data. 2020.
    10.1007/978-3-030-45697-9_47
  4. Cardoso, M.; Guimarães, T.; Portela, C.F.; Santos, M.F.. Data extraction and exploration tools for business intelligence. 2020.
    10.1007/978-981-15-0637-6_42
  5. 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
  6. Alpoim, Â.; Guimarães, T.; Portela, F.; Santos, M.F.. Evaluation model for big data integration tools. 2019.
    10.1007/978-3-030-16187-3_58
  7. 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
  8. Bragança, R.; Portela, F.; Vale, A.; Guimarães, T.; Santos, M.. Data mining classification models for industrial planning. 2017.
    10.1007/978-981-10-5427-3_60
  9. 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
  10. Neves, J.; Guimarães, T.; Gomes, S.; Vicente, H.; Santos, M.; Machado, J.; Novais, P.. Logic programming and artificial neural networks in breast cancer detection. 2015.
    10.1007/978-3-319-19222-2_18
  11. 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
Book chapter
  1. Tiago Lopes; Júlio Duarte; Sara Cardoso; João Miranda; Tiago Guimarães; Manuel Filipe Santos. "Predicting Surgical Site Infections: A Time to Event Approach". 2025.
    10.1007/978-3-031-73500-4_5
  2. João Fontes; Tiago Guimarães; Maria Manuel Salazar; César Quintas; Júlio Duarte; Manuel Santos. "Predictive Modeling for Medication Administration in Intensive Medicine: A Data-Driven Approach". 2025.
    10.1007/978-3-031-73500-4_10
  3. Pedro Silva; Tiago Guimarães; Ricardo Duarte; Manuel Filipe Santos. "IPFS and Hyperledger Fabric: Integrity of Data in Healthcare". 2023.
    10.1007/978-3-031-45155-3_10
  4. Ricardo Duarte; João Lopes; Tiago Guimarães; Susana Ferreira; Manuel Filipe Santos. "Business Intelligence Platform for COVID-19 Monitoring: A Case Study". 2023.
    10.1007/978-3-031-38204-8_4
  5. Gonçalo Cruz; Tiago Guimarães; Manuel Filipe Santos; José Machado. "How Decentralized Autonomous Organizations are Affecting Real Estate". 2023.
    10.1007/978-3-031-45155-3_28
  6. Tiago Guimarães; Ricardo Duarte; João Cunha; Pedro Silva; Manuel Filipe Santos. "The Role of Blockchain Technology in Ensuring Security and Immutability of Open Data in Healthcare". 2023.
    10.1007/978-3-031-45155-3_32
  7. Alpoim, Â.; Lopes, J.; Guimarães, T.; Portela, C.F.; Santos, M.F.. "A framework to evaluate big data fabric tools". 180-191. 2020.
Conference paper
  1. Sá, D.; Guimarães, T.; Abelha, A.; Filipe Santos, M.. "Low Code Approach for Business Analytics". 2024.
    10.1016/j.procs.2023.12.228
  2. Sousa, R.; Peixoto, H.; Guimarães, T.; Abelha, A.; Machado, J.. "Towards a Standardized Real-Time Data Repository based on Laboratory Test Results". 2024.
    10.1016/j.procs.2023.12.233
  3. Cruz, G.; Guimarães, T.; Santos, M.F.; Machado, J.. "Decentralize Healthcare Marketplace". 2024.
    10.1016/j.procs.2023.12.231
  4. Brito, R.; Lopes, J.; Cerqueira, L.; Barbosa, V.; Matos, C.; Blanco, B.; Guimaraes, T.; Santos, M.F.. "Precision Medicine for Diabetes: Improving the detection of diabetic patients using Predictive Analytics". 2024.
    10.1016/j.procs.2024.06.118
  5. Cunha, J.; Duarte, R.; Guimaraes, T.; Santos, M.F.. "OpenEHR and Business Intelligence in healthcare: An overview". 2023.
    10.1016/j.procs.2023.03.118
  6. Gomes, J.; Lopes, J.; Guimaraes, T.; Santos, M.F.. "Identifying Diabetic Patient Profile Through Machine Learning-Based Clustering Analysis". 2023.
    10.1016/j.procs.2023.03.116
  7. Silva, B.; Hak, F.; Guimaraes, T.; Manuel, M.; Santos, M.F.. "Rule-based System for Effective Clinical Decision Support". 2023.
    10.1016/j.procs.2023.03.119
  8. Moreira, A.; Quintas, C.; Guimaraes, T.; Santos, M.F.. "Multichannel Mobile Companions for Personalized Healthcare Opportunities and Challenges". 2023.
    10.1016/j.procs.2023.03.112
  9. Guimaraes, T.; Duarte, R.; Cunha, J.; Gomes, P.; Santos, M.F.. "Security and Immutability of Open Data in Healthcare". 2023.
    10.1016/j.procs.2023.03.111
  10. Lobo, A.; Barbosa, A.; Guimarães, T.; Lopes, J.; Peixoto, H.; Santos, M.F.. "Better Medical Efficiency by Means of Hospital Bed Management Optimization—A Comparison of Artificial Intelligence Techniques". 2023.
    10.1007/978-3-031-49011-8_21
  11. Moreira, A.; Guimarães, T.; Duarte, R.; Salazar, M.M.; Santos, M.. "Interoperability and Security Issues on Multichannel Interaction in Healthcare Services". 2022.
    10.1016/j.procs.2022.03.096
  12. Guimarães, T.; Duarte, R.; Pinheiro, B.; Faria, D.; Gomes, P.; Santos, M.F.. "Blockchain Analytics - Real-time Log Management in Healthcare". 2022.
    10.1016/j.procs.2022.03.094
  13. Cunha, J.; Duarte, R.; Guimarães, T.; Quintas, C.; Santos, M.F.. "Blockchain analytics in healthcare: An Overview". 2022.
    10.1016/j.procs.2022.03.095
  14. Cunha, J.; Duarte, R.; Guimarães, T.; Santos, M.F.. "Permissioned Blockchain Approach using Open Data in Healthcare". 2022.
    10.1016/j.procs.2022.10.144
  15. Peixoto, D.; Barbosa, A.; Peixoto, H.; Lopes, J.; Guimarães, T.; Santos, M.. "Predictive analytics for hospital inpatient flow determination". 2022.
    10.1016/j.procs.2022.10.146
  16. Hak, F.; Duarte, J.; Guimarães, T.; Santos, M.. "Towards an Effective Clinical Decision Support System in Intensive Medicine". 2022.
    10.1016/j.procs.2022.10.143
  17. Faria, M.; Barbosa, A.; Guimarães, T.; Lopes, J.; Santos, M.. "Predictive analytics for hospital discharge flow determination". 2022.
    10.1016/j.procs.2022.10.145
  18. Cruz, R.; Guimarães, T.; Peixoto, H.; Santos, M.F.. "Architecture for intensive care data processing and visualization in real-time". 2021.
    10.1016/j.procs.2021.03.115
  19. Sousa, A.L.; Lopes, J.; Guimarães, T.; Santos, M.F.. "MHealth: Monitoring platform for diabetes patients". 2021.
    10.1016/j.procs.2021.03.113
  20. 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
  21. 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
  22. Duarte, R.; Guimarães, T.; Santos, M.F.. "A Business Intelligence Platform for Portuguese Misericórdias". 2021.
    10.1016/j.procs.2021.12.251
  23. 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
  24. Lopes, J.; Guimarães, T.; Santos, M.F.. "Predictive and Prescriptive Analytics in Healthcare: A Survey". 2020.
    10.1016/j.procs.2020.03.078
  25. Peixoto, H.; Guimarães, T.; Santos, M.F.. "A New Architecture for Intelligent Clinical Decision Support for Intensive Medicine". 2020.
    10.1016/j.procs.2020.03.077
  26. Guimarães, T.; Silva, H.; Peixoto, H.; Santos, M.. "Modular Blockchain Implementation in Intensive Medicine". 2020.
    10.1016/j.procs.2020.03.073
  27. Guimarães, T.; Moreira, A.; Peixoto, H.; Santos, M.. "ICU data management - A permissioned blockchain approach". 2020.
    10.1016/j.procs.2020.10.076
  28. Lopes, J.; Guimarães, T.; Santos, M.F.. "Adaptive business intelligence: A new architectural approach". 2020.
    10.1016/j.procs.2020.10.075
  29. Moreira, A.; Guimarães, T.; Santos, M.F.. "A conceptual model for multichannel interaction in healthcare services". 2020.
    10.1016/j.procs.2020.10.074
  30. Mota, F.; Abreu, N.; Guimarães, T.; Santos, M.F.. "A data mining study on pressure ulcers". 2019.
    10.5220/0007930002510258
  31. Oliveira, C.; Guimaraes, T.; Portela, F.; Santos, M.. "Benchmarking Business Analytics Techniques in Big Data". 2019.
    10.1016/j.procs.2019.11.026
  32. 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
Journal article
  1. João Lopes Sr; Tiago Guimarães; Júlio Duarte; Manuel Santos. "Enhancing Surgery Scheduling with Artificial Intelligence: A Study on Metaheuristic Optimisation Models in Healthcare Settings (Preprint)". JMIR Medical Informatics (2024): https://doi.org/10.2196/57231.
    10.2196/57231
  2. Guedes, João; Duarte, Júlio; Manuel, Maria; Quintas, César; Cunha, João; Guimarães, Tiago; Santos, Manuel Filipe. "Interoperability Architecture proposal for Adaptive Business Intelligence Systems in Healthcare Environments". Procedia Computer Science 238 (2024): 920-925. http://dx.doi.org/10.1016/j.procs.2024.06.113.
    10.1016/j.procs.2024.06.113
  3. Hak, F.; Guimaraes, T.; Santos, M.. "Towards effective clinical decision support systems: A systematic review". PLoS ONE 17 8 August (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85135947451&partnerID=MN8TOARS.
    10.1371/journal.pone.0272846
Activities

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2024/10/28 - 2024/10/30 Organizing chair HODII on ICTH 2024 The 14th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2024) (2024/10/28 - 2024/10/30)
Workshop (Co-organisor)
2024/04/23 - 2024/04/25 Organizing chair International Workshop Hospital 4.0 on EDI40 - The 7th International Conference on Emerging Data and Industry 4.0 (EDI40) APRIL 23 - 25, 2024, Hasselt, Belgium (2024/04/23 - 2024/04/25)
Workshop (Co-organisor)
2023/11/07 - 2023/11/09 Organizing chair HODII on ICTH 2023 The 13th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2023) November 7-9, 2023, Almaty, Kazakhstan (2023/11/07 - 2023/11/09)
Workshop (Co-organisor)
2023/03/15 - 2023/03/17 Organizing Chair International Workshop Hospital 4.0 on EDI40 - The 6th International Conference on Emerging Data and Industry 4.0 (EDI40) March 15 - 17, 2023, Leuven, Belgium (2023/03/15 - 2023/03/17)
Workshop (Co-organisor)
2022/10/26 - 2022/10/28 Organizing chair HODII on ICTH 2022 The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2022) October 26-28, 2022, Leuven, Belgium (2022/10/26 - 2022/10/28)
Workshop
2022/03/22 - 2022/03/25 Organizing Chair International Workshop Hospital 4.0 on EDI40 - The 5th International Conference on Emerging Data and Industry 4.0 (EDI40) March 22 - 25, 2022, Porto, Portugal (2022/03/22 - 2022/03/25)
Workshop (Member of the Organising Committee)
2021/11/01 - 2021/11/04 Organizing Chair HODII on ICTH 2021 The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2021) November 1-4, 2021, Leuven, Belgium (2021/11/01 - 2021/11/04)
Workshop (Co-organisor)
2021/01/01 - 2021/03/26 Organizing Chair International Workshop Hospital 4.0 on EDI40 - The 4th International Conference on Emerging Data and Industry 4.0 (EDI40) March 23 - 26, 2021, Warsaw, Poland (2021/03/23 - 2021/03/26)
Workshop (Co-organisor)
2020/01/01 - 2020/11/05 Organizing Chair HODII on ICTH 2020 The 10th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2020) November 2-5, 2020, Madeira, Portugal (2020/11/02 - 2020/11/05)
Workshop (Co-organisor)
2020/01/01 - 2020/04/09 Organizing Chair International Workshop Hospital 4.0 on EDI40 - The 3rd International Conference on Emerging Data and Industry 4.0 (EDI40) April 6 - 9, 2020, Warsaw, Poland (2020/04/06 - 2020/04/09)
Workshop (Co-organisor)
Distinctions

Award

2023 Best Speaker Award - MDPI Smart Cities Awards