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machine learning, computer vision, biomedical engineering, pattern recognition, deep learning
Portugal

Biography

Tiago Filipe Sousa Gonçalves. Completed the Mestrado in Bioengenharia in 2019/07/17 by Universidade do Porto Faculdade de Engenharia and Licenciatura in Bioengenharia in 2016/07/22 by Universidade Católica Portuguesa Escola Superior de Biotecnologia. Is Research Assistant in Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência. Published 2 articles in journals. Has 1 section(s) of books. Organized 7 event(s). Participated in 19 event(s). Co-supervised 1 MSc dissertation(s). Has received 7 awards and/or honors. Participates and/or participated as Research Fellow in 1 project(s) and Researcher in 1 project(s). Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: machine learning; deep learning; computer vision; keypoint detection; biometrics; interpretable machine learning; breast cancer; aesthetic classification of breast cancer outcomes.

Activities

Employment (3)

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência: Porto, Porto, PT

2020-01-01 to present | Research Assistant (Centre for Telecommunications and Multimedia)
Employment
Source: Self-asserted source
Tiago Filipe Sousa Gonçalves

Universidade do Porto Faculdade de Engenharia: Porto, Porto, PT

2019-09-01 to 2019-12-31 | Researcher (Department of Electrical and Computer Engineering)
Employment
Source: Self-asserted source
Tiago Filipe Sousa Gonçalves

Fraunhofer Portugal: Porto, PT

2018-03-19 to 2018-09-19 | Junior Researcher
Employment
Source: Self-asserted source
Tiago Filipe Sousa Gonçalves

Education and qualifications (2)

Universidade do Porto Faculdade de Engenharia: Porto, Porto, PT

2016-09-01 to 2019-07-17 | Master of Science in Bioengineering - Branch of Biomedical Engineering
Education
Source: Self-asserted source
Tiago Filipe Sousa Gonçalves

Universidade Catolica Portuguesa Escola Superior de Biotecnologia: Porto, Porto, PT

2013-09-01 to 2016-07-22 | Bachelor of Science in Bioengineering - Specialization Biomedical Engineering
Education
Source: Self-asserted source
Tiago Filipe Sousa Gonçalves

Funding (4)

Clinical Validation of an AI-based approach to improve the shared decision-making process and outcomes in Breast Cancer Patients proposed for Locoregional treatment

2022-06-01 to present | Grant
Horizon 2020 (Brussels, BE)
GRANT_NUMBER: DOI
Source: check_circle
CIÊNCIAVITAE

Interpretable Machine Learning and its Application to Medical Decision Support Systems

2020-10-01 to 2024-09-30 | Grant
Fundação para a Ciência e a Tecnologia (Lisboa, PT)
GRANT_NUMBER:

2020.06434.BD

Source: check_circle
CIÊNCIAVITAE

CLARE: Computer-Aided Cervical Cancer Screening

2020-01 to present | Contract
Fundação para a Ciência e a Tecnologia (Lisboa, PT)
GRANT_NUMBER:

POCI-01-0145-FEDER-028857

Source: check_circle
CIÊNCIAVITAE

MDevNet: Rede Nacional de Transferência de Conhecimento de Dispositivos Médicos

2018-03 to 2018-09 | Grant
European Regional Development Fund (Brussels, BE)
GRANT_NUMBER:

26792

GRANT_NUMBER:

26792

Source: check_circle
CIÊNCIAVITAE

Peer review (91 reviews for 6 publications/grants)

Review activity for ACM computing surveys. (1)
Review activity for IEEE access : (70)
Review activity for IEEE journal of biomedical and health informatics. (4)
Review activity for IET biometrics. (5)
Review activity for PeerJ. (2)
Review activity for PLOS digital health. (9)