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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
Ler resumo completo ↓
Identificação

Identificação pessoal

Nome completo
Filipa Tinoco Ferraz

Nomes de citação

  • Ferraz, Filipa
  • Ferraz, F.

Identificadores de autor

Ciência ID
A710-8752-2BDE
ORCID iD
0000-0002-6912-2853
AuthenticusID
R-00M-1JJ
Google Scholar ID
MT6wC1AAAAAJ&hl
LattesiD
https://lattes.cnpq.br/4679781197659784
Researcher Id
AAM-6615-2021
Scopus Author Id
57189326852

Endereços de correio eletrónico

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

Telefones

Telefone
  • 253601109 (Profissional)

Moradas

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

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação
  • Ciências Médicas e da Saúde - Ciências da Saúde - Ciências Biomédicas Sociais
  • Ciências da Engenharia e Tecnologias
  • Ciências Sociais - Ciências da Educação - Educação Especial

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português (Idioma materno)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Espanhol; Castelhano Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador proficiente (C1)
Francês Utilizador elementar (A1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador elementar (A1)
Formação
Grau Classificação
2016 - 2022
Concluído
 Engenharia Biomédica (Doutoramento)
Especialização em Informática Médica
Universidade do Minho, Portugal
"An evolving cognitive approach to dyscalculia screening and therapeutics" (TESE/DISSERTAÇÃO)
 Muito bom
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2023/09 - Atual Investigador (Investigação) Cooperativa de Ensino Superior Politécnico e Universitário CRL, Portugal
Cooperativa de Ensino Superior Politécnico e Universitário CRL - IA & Saúde, Portugal
2016/02 - Atual Investigador (Investigação) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2022/08 - Atual Professor Associado Convidado (Docente Universitário) Universidade do Minho, Portugal
Universidade do Minho, Portugal
(...)
2017 - 2022/07 Assistente Convidado (Docente Universitário) Universidade do Minho, Portugal
Universidade do Minho, Portugal
(...)

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
2021 - 2022 Data Team Manager Fujitsu Technology Solutions, Lda, Portugal
Fujitsu Portugal Global Delivery Center - PT Digital Transformation (DX), Portugal
Projetos

Bolsa

Designação Financiadores
2017/01 - 2021/02 Doctoral Scholarship in Biomedical Engineering (UMINHO/BD/35/2016)
UMINHO/BD/35/2016
Bolseiro de Doutoramento
Universidade do Minho, Portugal
 Comissao de Coordenacao e Desenvolvimento Regional do Norte
Concluído

Projeto

Designação Financiadores
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
Concluído

Outro

Designação Financiadores
2025/01/01 - Atual Chip4VVC: Novel lab-on-a-chip device for rapid and portable diagnosis of vulvovaginal candidiasis
LABBELS_IMF.2025C
Bolseiro de Cientista Convidado
Universidade do Minho Labbels, Portugal
Em curso
2025/01 - Atual INSIDE: INSIGHT - The integration of technology with medical and healthcare education - a leadership program
3M240667
Bolseiro de Cientista Convidado
Universidade do Minho, Portugal
 European Commission
Em curso
2022/10 - Atual Edge Computing with AI for Medical Applications
N.A.
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
Em curso
2023 - 2023 Serious Games – Developing Emotional Competence for Nursing Students (SG4NS)
2020-1-PT01-KA203-078847
Universidade do Minho, Portugal
 Erasmus Plus
Concluído
2022/02 - 2022/10 Previsão de falha de tickets
N.A.
Investigador responsável
Fujitsu Technology Solutions, Lda, Portugal
Concluído
2019/08 - 2020/06 STEMFAIRNET
2018-1-ES01-KA201-050025
Orientador
Universidade do Minho Centro ALGORITMI, Portugal
 Erasmus Plus
Concluído
2016/03 - 2016/12 iFACTORY: Novas Capacidades de Industrialização
POCI-01-0246-FEDER-002814
Bolseiro de Investigação
Universidade do Minho Centro ALGORITMI, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
Concluído
Produções

Publicações

Artigo em conferência
  1. Neves, João; Vicente, Henrique; Couto, Diogo; Azevedo, João; Pereira, Juliana; Ferraz, Filipa; Alves, Victor; Neves, José. "An Evolutionary Computing approach to Diabetic Foot Analysis". Trabalho apresentado em 2017 Intelligent Systems Conference (IntelliSys), 2017.
    Publicado • https://doi.org/10.1109/IntelliSys.2017.8324342
  2. Faria, Ricardo; Alves, Victor; Ferraz, Filipa; Neves, João; Vicente, Henrique; Neves, José. "A case base approach to cardiovascular diseases using chest X-ray image analysis". Trabalho apresentado em 2017 9th International Conference on Agents and Artificial Intelligence (ICAART 2017), 2017.
    Publicado • https://doi.org/10.5220/0006237702660274
  3. Ferraz, Filipa; Neves, José. "A brief look into dyscalculia and supportive tools". Trabalho apresentado em 2015 E-Health and Bioengineering Conference (EHB), 2015.
    Publicado • 10.1109/EHB.2015.7391584
Artigo em revista
  1. Ferraz, Filipa; Coelho, Eduardo; Peixoto, Hugo; Durães, Dalila Alves; Melo-Pinto, Pedro; Alves, Victor; Bandeira, Lourenço; Machado, José; Novais, Paulo. Autor correspondente: Durães, Dalila Alves. "Multimodal Image and Radar Object Detection". Logic Journal of the IGPL (2024):
    No prelo
  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". Logic Journal of the IGPL 30 (2022): 664-678. https://academic.oup.com/jigpal/article/30/4/664/6157812.
    Publicado • https://doi.org/10.1093/jigpal/jzab010
  3. 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
  4. Ramalhosa, Ivo; Mateus, Pedro; Alves, Victor; Vicente, Henrique; Ferraz, Filipa; Neves, João; Neves, José. "Diagnosis of Alzheimer Disease Through an Artificial Neural Network Based System". 591 (2018): 162-174. https://link.springer.com/chapter/10.1007/978-3-319-60591-3_15.
    Publicado • https://doi.org/10.1007/978-3-319-60591-3_15
Capítulo de livro
  1. Ferraz, F.. Autor correspondente: Ferraz, F.. "Gamification for children with dyscalculia". In Serious Games & Emotional Competence in Higher Education, editado por Gomes, Lisa (0000-0003-2154-3461); Pereira, Rui; Veiga-Branco, Augusta; Cainé, João (0000-0001-8591-6760), 22-25. Braga, Portugal: Universidade do Minho, 2024.
    Publicado
  2. Neves, José; Fdez-Riverola, Florentino; Alves, Victor; Ferraz, Filipa; Sousa, Lia; Costa, António; Ribeiro, Jorge; Vicente, Henrique. "A Multi-valued Logic Assessment of organizational performance via workforce social networking". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 63-77. Springer, 2021.
    Publicado • https://doi.org/10.1007/978-3-030-72802-1_5
  3. Ferraz, Filipa; Neves, José; Alves, Victor; Vicente, Henrique. "Dyscalculia: A Behavioural Vision". In Lecture Notes in Electrical Engineering, 199-206. Springer, 2019.
    Publicado • https://doi.org/10.1007/978-3-319-75605-9_28
  4. Neves, José; Dias, Almeida; Silva, Cristiana; Ferreira, Diana; Costa, Luís; Ferraz, Filipa; Alves, Victor; et al. "Prediction of neoadjuvant chemotherapy outcome in breast cancer patients". In Lecture Notes in Electrical Engineering, 324-332. Springer, 2019.
    Publicado • https://doi.org/10.1007/978-3-030-21507-1_45
  5. Neto, Cristiana; Dias, Inês; Santos, Maria; Alves, Victor; Ferraz, Filipa; Neves, João; Vicente, Henrique. "A MRI view of brain tumor outcome prediction". In Advances in Science, Technology & Innovation, 1-10. Portugal: Springer, Cham, 2019.
    Publicado • https://doi.org/10.1007/978-3-030-01662-3_1
  6. Neves, José; Maia, Nuno; Marreiros, Goreti; Neves, Mariana; Fernandes, Ana; Ribeiro, Jorge; Araújo, Isabel; et al. "Entropy and Organizational Performance". In Lecture Notes in Computer Science, 206-217. 2019.
    Publicado • https://doi.org/10.1007/978-3-030-29859-3_18
  7. Neves, José; Alves, André; Prata, Marco; Ribeiro, Mário; Alves, Victor; Ferraz, Filipa; Neves, João; et al. "Predicting Diabetic Foot Maturing Through Evolutionary Computation". In ecture Notes in Networks and Systems, 109-117. Springer, 2019.
    Publicado • https://doi.org/10.1007/978-981-13-7150-9_11
  8. Dias, André; Fernandes, João; Monteiro, Rui; Machado, Joana; Ferraz, Filipa; Neves, João; Sampaio, Luzia; et al. "A Deep Learning Line to Assess Patient’s Lung Cancer Stages". In Advances in Intelligent Systems and Computing, 599-607. Springer, 2019.
    Publicado • https://doi.org/10.1007/978-981-13-1165-9_55
  9. 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". In Lecture Notes in Computer Science, 62-73. Springer, 2019.
    Publicado • https://doi.org/10.1007/978-3-030-14799-0_6
  10. Neves, José; Vicente, Henrique; Ferraz, Filipa; Leite, Ana Catarina; Rodrigues, Ana Rita; Cruz, Manuela; Machado, Joana; Neves, João; Sampaio, Luzia. "A Deep Learning approach to Case Based Reasoning to the Evaluation and Diagnosis of Cervical Carcinoma". In Studies in Computational Intelligence, 185-197. Portugal: Springer, 2018.
    Publicado • https://doi.org/10.1007/978-3-319-76081-0_16
  11. Mendonça, Ana; Pereira, Joana; Reis, Rita; Alves, Victor; Abelha, António; Ferraz, Filipa; Neves, João; et al. "A Case-Based Reasoning Approach to GBM Evolution". In Lecture Notes in Computer Science, 489-498. Portugal: Springer, 2018.
    Publicado • https://doi.org/10.1007/978-3-319-98446-9_46
  12. Neves, José; Vicente, Henrique; Esteves, Marisa; Ferraz, Filipa; Abelha, António; Machado, José Manuel; Machado, Joana; Neves, João. "Waiting Time Screening in Healthcare". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 124-131. Portugal: Springer, 2018.
    Publicado • https://doi.org/10.1007/978-3-319-98752-1_14
  13. Neves, José; Dias, Almeida; Morais, Ana; Fonseca, Francisca; Loreto, Patrícia; Alves, Victor; Araújo, Isabel; et al. "Predicative vagueness in lung metastases in soft tissue sarcoma screening". In Lecture Notes in Computer Science, 80-89. Springer, 2018.
    Publicado • https://doi.org/10.1007/978-3-030-05918-7_8
  14. Neves, João; Faria, Ricardo; Alves, Victor; Ferraz, Filipa; Vicente, Henrique; Neves, José. "Chest X-ray image analysis: A vision of logic programming". In Lecture Notes in Computer Science, 48-61. Portugal: Springer, 2018.
    Publicado • https://doi.org/10.1007/978-3-319-93581-2_3
  15. Gomes, Marco Filipe Vieira; Silva, Fábio; Ferraz, Filipa; Silva, António; Analide, Cesar; Novais, Paulo. "Developing an ambient intelligent-based decision support system for production and control planning". In Advances in Intelligent Systems and Computing, 984-994. Portugal: Springer, 2017.
    Publicado • https://doi.org/10.1007/978-3-319-53480-0_97
  16. Ferraz, Filipa; Costa, António; Alves, Victor; Vicente, Henrique; Neves, João; Neves, José. "Gaming in Dyscalculia: a review on disMAT". In Advances in Intelligent Systems and Computing, 232-241. Portugal: Springer, 2017.
    Publicado • https://doi.org/10.1007/978-3-319-56538-5_25
  17. Abreu, M. Florentina; Pereira, Ana C.; Silva, António; Silva, Fábio; Ferraz, Filipa; Alves, Anabela Carvalho; Oliveira, José A.; et al. "Collaborative Process Mapping to Improve Work Instructions and Standardized Work". In Advances in Intelligent Systems and Computing, 603-615. Portugal: Springer, 2017.
    Publicado • https://doi.org/10.1007/978-3-319-56535-4_60
  18. Ferraz, Filipa; Neves, José; Costa, António; Vicente, Henrique. "An Artificial Intelligence Approach to Dyscalculia". In Lecture Notes in Electrical Engineering, 205-214. Portugal: Springer, 2016.
    Publicado • https://doi.org/10.1007/978-981-10-1409-3_23
Poster em conferência
  1. Tiago Miranda; Ferraz, Filipa; Mariana Henriques; Sónia Silva; Bruna Gonçalves. Autor correspondente: Tiago Miranda. "Towards a Machine Learning Framework for Predicting MicroRNAs in Candidiasis". Trabalho apresentado em Bioinformatics Open Days 2025, 2025.
Pré-impressão
  1. Diogo Guedes Lameira; Ferraz, Filipa. Autor correspondente: Ferraz, Filipa. "Transversal PACS Browser API: Addressing Interoperability Challenges in Medical Imaging Systems". 2024. https://arxiv.org/abs/2412.14229.
Tese / Dissertação
  1. Ferraz, Filipa Tinoco. "An evolving cognitive approach to dyscalculia screening and therapeutics". Doutoramento, 2022. https://rc.cplp.org/Record/rcaap_4fefeb5fff84b86f03b29306145865bf.
  2. Ferraz, Filipa Tinoco. "Sistema de apoio à aprendizagem na área da discalculia em menores". Mestrado, Universidade do Minho, 2015. http://hdl.handle.net/1822/40865.
  3. Ferraz, Filipa; Ferraz, Filipa. "Learning Support System in the Area of Discalculia to Minors". Mestrado, Universidade do Minho, 2015. https://publons.com/wos-op/publon/69165488/.

Outros

Outra produção
  1. disMAT application. This is a gaming therapeutic tool that consists of a mobile game, disMAT, with evolving exercises whose records are linked to a web application, Discalculia Web, where the person in charge can view the child’s performance, evolution, screening, and guidance. This application has the purpose to assist children from the age range 5-10 with mathematical learning disabilities, and dyscalculia, in an a. 2021. Ferraz, Filipa. https://github.com/disMAT/disMAT_app.
  2. Discalculia Web. This is a gaming therapeutic tool that consists of a mobile game, disMAT, with evolving exercises whose records are linked to a web application, Discalculia Web, where the person in charge can view the child’s performance, evolution, screening, and guidance. It is a component that allows users to visualize the information gathered per student in several forms and under different analyses appropria. 2021. Ferraz, Filipa. https://github.com/disMAT/DiscalculiaWeb.
Distinções

Outra distinção

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