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Filipa Tinoco Ferraz. Completed the Doutoramento in Engenharia Biomédica in 2022 by Universidade do Minho, Mestrado in Mestrado Integrado em Engenharia Biomédica in 2015/11 by Universidade do Minho Escola de Engenharia and Mestrado in Engenharia Biomédica in 2015 by Universidade do Minho. Is Researcher in Universidade do Minho Centro ALGORITMI, Invited Associate Professor in Universidade do Minho and Researcher in Cooperativa de Ensino Superior Politécnico e Universitário CRL. Published 7 articles in journals. Has 4 section(s) of books and 4 book(s). Supervised 3 MSc dissertation(s) e co-supervised 4. Co-supervised 3 work(s) of course completion of LSc/BSc. Has received 9 awards and/or honors. Participates and/or participated as PhD Student Fellow in 1 project(s), Principal investigator in 2 project(s), Research Fellow in 1 project(s) and Supervisor in 1 project(s). Works in the area(s) of Exact Sciences with emphasis on Computer and Information Sciences, Medical and Health Sciences with emphasis on Health Sciences with emphasis on Social Biomedical Sciences, Engineering and Technology and Social Sciences with emphasis on Educational Sciences with emphasis on Education, Special. In their professional activities interacted with 165 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Artificial neural networks; Decision support systems; Knowledge representation and reasoning; Logic programming; Medical imaging; Science & Technology; Dyscalculia; Business process modelling; Process mapping models; Standard Work (SW); Value Stream Mapping (VSM); Work Instructions (WI); Brain Tumor; Feature Extraction; Brain Tumor Outcome Prediction; Logic Programming; Knowledge Representation and Reasoning; Case-Based Reasoning; 3D Slicer; Magnetic Resonance Imaging; Artificial Intelligence; Decision Support Systems; Medical Imaging; Deep Learning; Artificial Neural Networks; Big Data; Chest X-ray Images; Machine Learning; Cervical Carcinoma; Case Based Reasoning; Learning Disabilities; Entropy; Function Machine; Ambient intelligence; Industry 4.0; Standard work decision support system; Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática; GlioBlastoma Multiforme; Gaming Therapeutics; Learning Disability; Alzheimer disease; Biomarker; Hippocampus; Intelligent systems; Alzheimer Disease; Intelligent Systems; Waiting Time Screening; Case Based Computing; Diabetic’s Foot; Evolutionary Decision Support Systems; Similarity Analysis; Artificial Neuronal Networks; Energy and Environment; Engine Oil Replacements; Case-based reasoning; Diabetic mellitus; ImageJ; Many-valued machines; Discalculia para crianças; Despiste de discalculia; Sistemas inteligentes; Terapêutica de discalculia; Dyscalculia in children; Dyscalculia screening; Dyscalculia therapeutics; Emotional Intelligence; Knowledge Representation and Argumentation; Learning Impairment; Learning Impairment Entropic based Social Machine; Predicative Vagueness; Soft Tissue Sarcoma; Organizational Sustainability; Computed Tomography; Lung cancer; Ciências Naturais::Ciências da Computação e da Informação; Chest X-Ray images; Knowledge representation and reasoning Logic programming; Chest X-ray images; Knowledge representation; Mathematical logic; Reasoning; Similarity analysis; Mathematical Logic and Logic Programming; 3D slicer; Brain tumor; Brain tumor outcome prediction; Feature extraction; Magnetic resonance imaging; Breast cancer; Case based reasoning; Neoadjuvant chemotherapy; Balance and stability; Organizational performance; Quality-of-information; Balance and Stability; Organizational Performance; Quality-of-Information; Social Media; Social Science and Networking; Philosophy; Multi-Valued Logic; Waiting time screening; Diabetic Mellitus; Many-Valued Machines; Lung Cancer; Ciências Médicas::Ciências da Saúde; Information Systems; Comput
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Identification

Personal identification

Full name
Filipa Tinoco Ferraz

Citation names

  • Ferraz, Filipa
  • Ferraz, F.

Author identifiers

Ciência ID
A710-8752-2BDE
ORCID iD
0000-0002-6912-2853
Google Scholar ID
MT6wC1AAAAAJ&hl
LattesiD
https://lattes.cnpq.br/4679781197659784
Researcher Id
AAM-6615-2021
Scopus Author Id
57189326852

Email addresses

  • filipa.ferraz@di.uminho.pt (Professional)

Telephones

Telephone
  • 253601109 (Professional)

Addresses

  • Universidade do Minho. Largo do Paço, 4704-553, Braga, Braga, Portugal (Professional)

Knowledge fields

  • Exact Sciences - Computer and Information Sciences
  • Medical and Health Sciences - Health Sciences - Social Biomedical Sciences
  • Engineering and Technology
  • Social Sciences - Educational Sciences - Education, Special

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Advanced (C1) Advanced (C1) Intermediate (B1) Advanced (C1)
French Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2016 - 2022
Concluded
 Engenharia Biomédica (Doutoramento)
Major in Informática Médica
Universidade do Minho, Portugal
"An evolving cognitive approach to dyscalculia screening and therapeutics" (THESIS/DISSERTATION)
 Muito bom
Affiliation

Science

Category
Host institution 		Employer
2023/09 - Current Researcher (Research) Cooperativa de Ensino Superior Politécnico e Universitário CRL, Portugal
Cooperativa de Ensino Superior Politécnico e Universitário CRL - IA & Saúde, Portugal
2016/02 - Current Researcher (Research) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2022/08 - Current Invited Associate Professor (University Teacher) Universidade do Minho, Portugal
Universidade do Minho, Portugal
(...)
2017 - 2022/07 Invited Assistant (University Teacher) Universidade do Minho, Portugal
Universidade do Minho, Portugal
(...)

Others

Category
Host institution 		Employer
2021 - 2022 Data Team Manager Fujitsu Technology Solutions, Lda, Portugal
Fujitsu Portugal Global Delivery Center - PT Digital Transformation (DX), Portugal
Projects

Grant

Designation Funders
2017/01 - 2021/02 Doctoral Scholarship in Biomedical Engineering (UMINHO/BD/35/2016)
UMINHO/BD/35/2016
PhD Student Fellow
Universidade do Minho, Portugal
 Comissao de Coordenacao e Desenvolvimento Regional do Norte
Concluded

Contract

Designation Funders
2019/01/01 - 2019/12/31 ALGORITMI Research Centre
UID/CEC/00319/2019
Universidade do Minho, Portugal

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

Other

Designation Funders
2022/10 - Current Edge Computing with AI for Medical Applications
N.A.
Principal investigator
Universidade do Minho Centro ALGORITMI, Portugal
Ongoing
2022/02 - 2022/10 Previsão de falha de tickets
N.A.
Principal investigator
Fujitsu Technology Solutions, Lda, Portugal
Concluded
2019/08 - 2020/06 STEMFAIRNET
N.A.
2018-1-ES01-KA201-050025
Supervisor
Universidade do Minho Centro ALGORITMI, Portugal
Concluded
2016/03 - 2016/12 iFACTORY: Novas Capacidades de Industrialização
POCI-01-0246-FEDER-002814
Research Fellow
Universidade do Minho Centro ALGORITMI, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
Concluded
Outputs

Publications

Book
  1. Ferraz, F.; Neves, J.; Alves, V.; Vicente, H.. Dyscalculia: A behavioural vision. 2019.
    10.1007/978-3-319-75605-9_28
  2. Neves, J.; Dias, A.; Silva, C.; Ferreira, D.; Costa, L.; Ferraz, F.; Alves, V.; et al. Prediction of neoadjuvant chemotherapy outcome in breast cancer patients. 2019.
    10.1007/978-3-030-21507-1_45
  3. Ferraz, F.; Costa, A.; Alves, V.; Vicente, H.; Neves, J.. Gaming in dyscalculia: A review on disMAT. 2017.
    10.1007/978-3-319-56538-5_25
  4. Ferraz, F.; Neves, J.; Costa, A.; Vicente, H.; Kim, Kuinam J.; Wattanapongsakorn, Naruemon; Joukov, Nikolai; et al. An artificial intelligence approach to dyscalculia. Portugal: Springer Singapore. 2016.
    10.1007/978-981-10-1409-3_23
Book chapter
  1. Neto, Cristiana; Dias, Inês; Santos, Maria; Alves, Victor; Ferraz, Filipa Tinoco; Neves, João; Vicente, Henrique; et al. "A MRI view of brain tumor outcome prediction". In On the one hand, cancer and tumor are one of the most feared terms in today¿s society. It refers to an unstable growth of cells that potentially invade the sur-rounding tissues and may eventually lead to edema or even death. On the other hand, the term tumor is often misleading since people assume that it is the same as cancer, but this is not necessarily true. A cancer is a particularly threateni. Portugal: Springer, Cham, 2019.
    10.1007/978-3-030-01662-3_1
  2. José Neves; Henrique Vicente; Filipa Ferraz; Ana Catarina Leite; Ana Rita Rodrigues; Manuela Cruz; Joana Machado; João Neves; Luzia Sampaio. "A Deep Learning Approach to Case Based Reasoning to the Evaluation and Diagnosis of Cervical Carcinoma". 185-197. Springer International Publishing, 2018.
    10.1007/978-3-319-76081-0_16
  3. Ana Mendonça; Joana Pereira; Rita Reis; Victor Alves; António Abelha; Filipa Ferraz; João Neves; et al. "A Case-Based Reasoning Approach to GBM Evolution". 2018.
    10.1007/978-3-319-98446-9_46
  4. Neves, José; Ferraz, Filipa; Vicente, Henrique; Novais, Paulo; Mastorakis, Nikos; Psarris, Kleanthis; Vachtsevanos, George; et al. "An Engine Oil Replacement Timeline". Portugal: Europment, 2014.
Conference paper
  1. Nevas, J.; Vicente, H.; Couto, D.; Azevedo, J.; Pereira, J.; Ferraz, F.; Alves, V.; Neves, J.. "An evolutionary computing approach to diabetic foot analysis". 2018.
    10.1109/IntelliSys.2017.8324342
  2. Gomes, Marco Filipe Vieira; Silva, Fábio; Ferraz, Filipa; Silva, António; Analide, Cesar; Novais, Paulo; Gomes, M.; et al. "Developing an ambient intelligent-based decision support system for production and control planning". 2017.
    Gomes M., Silva F., Ferraz F., Silva A., Analide C., Novais P., Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning, Intelligent Systems Design and Applications - 16th International Conference on Intelligent
  3. Ferraz, F.; Neves, J.. "A brief look into dyscalculia and supportive tools". 2016.
    10.1109/EHB.2015.7391584
Journal article
  1. Ferraz, Filipa; Coelho, Eduardo; Peixoto, Hugo; Durães, Dalila Alves; Melo-Pinto, Pedro; Alves, Victor; Bandeira, Lourenço; Machado, José; Novais, Paulo. Corresponding author: Durães, Dalila Alves. "Multimodal Image and Radar Object Detection". Logic Journal of the IGPL (2024):
    Accepted
  2. Neves, José; Maia, Nuno; Marreiros, Goreti; Neves, Mariana; Fernandes, Ana; Ribeiro, Jorge; Araújo, Isabel; et al. "Employees balance and stability as key points in organizational performance". The main purpose of this article is to analyze the impact of the workers¿ behavior in terms of their emotions and feelings in system¿s performance, i.e., one is looking at issues concerned with Organizational Sustainability. Indeed, one¿s aim is to define a process that motivates and inspires managers and personnel to act upon the limit, i.e., to achieve the organizational goals through an effecti 11734 LNAI (2022): http://hdl.handle.net/10174/32628.
    https://doi.org/10.1093/jigpal/jzab010
  3. Neves, José; Maia, Nuno; Marreiros, Goreti; Neves, Mariana; Fernandes, Ana; Ribeiro, Jorge; Araújo, Isabel; et al. "Entropy and Organizational Performance". (2019): http://hdl.handle.net/10174/25881.
    https://doi.org/10.1007/978-3-030-29859-3_18
  4. Neves, José; Ferraz, Filipa; Dias, Almeida; Capita, António; Ávidos, Liliana; Maia, Nuno; Machado, Joana; et al. "Assessing Individuals Learning's Impairments from a Social Entropic Perspective". Individuals with Learning Impairments (LI) may have not only language problems as reading, spelling and writing, but also difficulties in terms of their relationship with the society, i.e., may have glitches not only with language but also with social handiness. On the other hand, the dimension that most contributes to the process of acceptance or integration of an individual in a learning environ 11431 LNAI (2019): http://hdl.handle.net/10174/25501.
    https://doi.org/10.1007/978-3-030-14799-0_6
  5. 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 (2018): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-85049118338&partnerID=MN8TOARS.
    10.1007/s11036-018-1071-6
  6. Ramalhosa, Ivo; Mateus, Pedro; Alves, Victor; Vicente, Henrique; Ferraz, Filipa; Neves, João; Neves, José; et al. "Diagnosis of Alzheimer Disease Through an Artificial Neural Network Based System". Alzheimer¿s Disease (AD) is referred to as one of the most common causes of dementia, which in itself justifies the interest and investment that is made in order to find new biomarkers to identify the disease in its early stages. Indeed, focusing on the hippocampus as a marker for AD, it would be object of analyse different methods of volume measurement and hippocampus segmentation. On the other h 591 (2018): http://hdl.handle.net/10174/22111.
    https://doi.org/10.1007/978-3-319-60591-3_15
  7. Ferraz, Filipa; Vicente, Henrique; Costa, António; Neves, José. "Analysis of Dyscalculia Evidences through Artificial Intelligence Systems". (2017): http://hdl.handle.net/10174/19699.
    https://doi.org/10.13052/jsn2445-9739.2016.004
Thesis / Dissertation
  1. Ferraz, Filipa Tinoco. "An evolving cognitive approach to dyscalculia screening and therapeutics". PhD, 2022. http://hdl.handle.net/1822/76851.
  2. Ferraz, Filipa Tinoco. "Sistema de apoio à aprendizagem na área da discalculia em menores". Master, 2015. http://hdl.handle.net/1822/40865.

Other

Other output
  1. A Multi-valued Logic Assessment of organizational performance via workforce social networking. Social Media have changed the conditions and rules of Social Networking (SNet) where it comes from people intermingling with each other, i.e., SNet is to be understood as a process that works on the principle of many-to-many; any individual can create and share content. It is intended to explore explore the complex dynamics between SNet, Logic Programming (LP), and the Laws of Thermodynamic (LoT). 2021. Neves, José; Fdez-Riverola, Florentino; Alves, Victor; Ferraz, Filipa Tinoco; Sousa, Lia; Costa, António; Ribeiro, Jorge; et al. https://hdl.handle.net/1822/90114.
    10.1007/978-3-030-72802-1_5
  2. Dyscalculia: A Behavioural Vision. Learning Disabilities (LD) constitute a diverse group of disorders in which children who generally possess at least average intelligence have problems processing information or generating output, i.e., LD may be interpreted as a neurologically-based processing problem. The causes and treatment of LD, namely reading disorders has been the subject of considerable thought and study. Being one among o. 2019. Ferraz, Filipa; Neves, José; Alves, Victor; Vicente, Henrique. http://link.springer.com/chapter/10.1007/978-3-319-75605-9_28.
    http://link.springer.com/chapter/10.1007/978-3-319-75605-9_28
  3. Predicting diabetic foot maturing through evolutionary computation. It is a twenty-first-century disease, its numbers are still growing exponentially. This brings one to the subject of this work, the Maturing of Diabetic Foot which, like diabetes, rises to values never seen before. It is envisaging the development of an ImageJ plug-into extract relevant feature from diabetic foot images and, in conjunction with the patient’s clinical and lifelong data, a computati. 2019. Neves, José; Alves, André; Prata, Marco; Ribeiro, Mário; Alves, Victor; Ferraz, Filipa Tinoco; Neves, João; et al. https://hdl.handle.net/1822/71388.
    10.1007/978-981-13-7150-9_11
  4. A deep learning line to assess patient’s lung cancer stages. Our goal is to pursue a vision of developing and maintaining a comprehensive and integrated computer model to help physicians plan the most appropriate treatment and anticipate a patient’s prospects for the extent of cancer. For example, cancer can be treated at an early stage by surgery or radiation, while chemotherapy may be the care for more advanced stages. In fact, early detection of this typ. 2019. Dias, André; Fernandes, João Vieira; Monteiro, Rui; Machado, Joana; Ferraz, Filipa Tinoco; Neves, João; Sampaio, Luzia; et al. https://hdl.handle.net/1822/71341.
    10.1007/978-981-13-1165-9_55
  5. A Deep-Big Data Approach to Health Care in the AI Age. The intersection of these two trends is what we call The Issue and it is helping businesses in every industry to become more efficient and productive. One’s aim is to have an insight into the development and maintenance of comprehensive and integrated health information systems that enable sound policy and effective health system management in order to improve health and health care. Undeniably, d. 2018. Neves, José; Vicente, Henrique; Esteves, Marisa; Ferraz, Filipa; Abelha, António; Machado, José; Machado, Joana; et al. http://link.springer.com/article/10.1007/s11036-018-1071-6.
    http://link.springer.com/article/10.1007/s11036-018-1071-6
  6. A Deep Learning approach to Case Based Reasoning to the Evaluation and Diagnosis of Cervical Carcinoma. Deep Learning (DL) is a new area of Machine Learning research introduced with the objective of moving Machine Learning closer to one of its original goals, i.e., Artificial Intelligence (AI). DL breaks down tasks in ways that makes all kinds of machine assists seem possible, even likely. Better preventive healthcare, even better recommendations, are all here today or on the horizon. However, keepi. 2018. Neves, José; Vicente, Henrique; Ferraz, Filipa; Leite, Ana Catarina; Rodrigues, Ana Rita; Cruz, Manuela; Machado, Joana; Neves, João; Sampaio, Luzia. http://hdl.handle.net/10174/23053.
  7. A Case-Based Reasoning Approach to GBM Evolution. GlioBastoma Multiforme (GBM) is an aggressive primary brain tumor characterized by a heterogeneous cell population that is genetically unstable and resistant to chemotherapy. Indeed, despite advances in medicine, patients diagnosed with GBM have a median survival of just one year. Magnetic Resonance Imaging (MRI) is the most widely used imaging technique for determining the location and size of br. 2018. Mendonça, Ana; Pereira, Joana; Reis, Rita; Alves, Victor; Abelha, António; Ferraz, Filipa; Neves, João; et al. https://link.springer.com/chapter/10.1007/978-3-319-98446-9_46.
    https://link.springer.com/chapter/10.1007/978-3-319-98446-9_46
  8. Waiting time screening in healthcare. In Medical Imaging (MI), various technologies can be used to monitor the human body for diagnosing, monitoring or treating disease. Each type of technology provides different information about the body area that is being investigated or treated for a possible illness, injury or effectiveness of a medical treatment. Routine screening has identified malfunction detection in many otherwise asymptomat. 2018. Neves, José; Vicente, Henrique; Esteves, Marisa; Ferraz, Filipa Tinoco; Abelha, António; Machado, José Manuel; Machado, Joana; et al. http://hdl.handle.net/1822/65886.
    10.1007/978-3-319-98752-1_14
  9. Predicative vagueness in lung metastases in soft tissue sarcoma screening. Soft Tissue Sarcomas (STSs) pose a potential risk for the development of lung metastases, which in turn results in a negative prognosis for patients. Presumptions about the occurrence of these abnormalities during STSs treatment would have countless implications for both patients and healthcare professionals as they could increase the efficacy of the treatment and improve overall survival. Predict. 2018. Neves, José; Dias, Almeida; Morais, Ana; Fonseca, Francisca; Loreto, Patrícia; Alves, Victor; Araújo, Isabel; et al. http://hdl.handle.net/1822/71384.
    10.1007/978-3-030-05918-7_8
  10. Chest X-ray image analysis: A vision of logic programming. Most cardiovascular diseases can be prevented by addressing behavioral risk factors such as tobacco use, unhealthy diet and obesity, physical inactivity and harmful use of alcohol using strategies of the entire population. People with cardiovascular disease or high cardiovascular risk (due to the presence of one or more risk factors, such as hypertension, diabetes, hyperlipidemia or already establ. 2018. Neves, João; Faria, Ricardo; Alves, Victor; Ferraz, Filipa Tinoco; Vicente, Henrique; Neves, José; Ferraz, Filipa; et al. http://hdl.handle.net/1822/71503.
    10.1007/978-3-319-93581-2_3
  11. Gaming in Dyscalculia: a review on disMAT. Dyscalculia is a particular learning disability that affects around 6% of the world population. However, dyscalculics are not brainless; they fight to learn mathematics, notwithstanding nurturing an acceptable education environment at home and school. Indeed, dyscalculic children fall behind early in primary school, and may develop anxiety or a strong dislike of mathematics. When reach adult life. 2017. Ferraz, Filipa; Costa, António; Alves, Victor; Vicente, Henrique; Neves, João; Neves, José. http://link.springer.com/chapter/10.1007/978-3-319-56538-5_25.
    http://link.springer.com/chapter/10.1007/978-3-319-56538-5_25
  12. An Evolutionary Computing approach to Diabetic Foot Analysis. Evolutionary Algorithms are based on heuristics, being able to find solutions to different kinds of problems. Knowledge representation techniques, in turn, aim the representation of the real world, using mechanical, logical or other descriptions. Usually, in the evolutionary computation area, the problems are clearly defined allowing straightforward comparisons of the performance of the competing. 2017. Neves, João; Vicente, Henrique; Couto, Diogo; Azevedo, João; Pereira, Juliana; Ferraz, Filipa; Alves, Victor; Neves, José. http://hdl.handle.net/10174/22213.
    10.1109/IntelliSys.2017.8324342
  13. Collaborative process mapping to improve work instructions and standardized work. Nowadays, companies are searching for models that are able to increase their performance, efficiency and competitiveness. Therefore, it is crucial to identify the current company status and its needs, adopting a suitable model for this. Many times, the success key consists in the adoption of tailor-made models developed by each organization. The company under study has developed a process mapping. 2017. Abreu, M. Florentina; Pereira, Ana C.; Silva, António; Silva, Fábio; Ferraz, Filipa; Alves, Anabela Carvalho; Oliveira, José A.; et al. http://hdl.handle.net/1822/48194.
    10.1007/978-3-319-56535-4_60
  14. A case base approach to cardiovascular diseases using chest X-ray image analysis. Cardio Vascular Disease (CVD) also known as heart and circulatory disease comprises all the illnesses of the heart and the circulatory system, namely coronary heart disease, angina, heart attack, congenital heart disease or stroke. CVDs are, nowadays, one of the main causes of death. Indeed, this fact reveals the centrality of prevention and how important is to be aware on these kind of situations. 2017. Faria, Ricardo; Alves, Victor; Ferraz, Filipa Tinoco; Neves, João; Vicente, Henrique; Neves, José; Neves, J.; et al. http://hdl.handle.net/1822/71383.
    10.5220/0006237702660274
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024 - Current Screening reports from an imaging unit using RAG and Llama models
Supervisor
 Engenharia Biomédica (Master)
Universidade do Minho, Portugal
2024 - Current Generative AI and TDAH
Co-supervisor
 Engenharia Biomédica (Master)
Universidade do Minho, Portugal
2024 - Current An artificial intelligence approach to diagnostic and prognostic tests for vaginal candidiasis based on innovative molecular biomarkers (microRNAs)
Co-supervisor
 Bioinformática (Master)
Universidade do Minho, Portugal
2023 - Current Transversal PACS Browser API for General Clinical Systems
Supervisor
 Engenharia Biomédica (Master)
Universidade do Minho, Portugal
2022 - Current Edge computing with AI for medical applications
Supervisor
 Engenharia Biomédica (Master)
Universidade do Minho, Portugal
2022 - 2023 Aplicação de Inteligência Artificial em Gestão
Co-supervisor
 Business Information Technology (Degree)
Duale Hochschule Baden Württemberg Mosbach, Germany
2022 - 2022 Help Request Manager
Co-supervisor
 Engenharia de Sistemas Informáticos (Degree)
Instituto Politécnico do Cávado e do Ave, Portugal
2021 - 2022 SLA Predictive
Co-supervisor
 Engenharia de Sistemas (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2020 Children Dyscalculia: A Web System for Diagnosis and Treatment
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2018 - 2019 Children dyscalculia: game based mobile application for learning mathematics
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
Distinctions

Other distinction

2016 Melhor Equipa Fair Play
2016 1ºLugar na Modalidade de Futsal Feminino
2014 2ºLugar na Modalidade de Futsal Feminino
2011 Top 10 dos Alunos com Melhor Média Anual
Universidade do Minho, Portugal
2011 1ºLugar na Modalidade Futsal Feminino
2007 Melhor Aluna 9ºAno da Escola E.B. 2,3 de Prado
2006 Melhor Aluna 8ºAno da Escola E.B. 2,3 de Prado
2005 Melhor Aluna 7ºAno da Escola E.B. 2,3 de Prado
2004 1ºLugar nas Olimpíadas da Matemática