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Identification

Personal identification

Full name
João Pedro Aarão Videiros Freitas

Citation names

  • Freitas, João

Author identifiers

Ciência ID
BB14-2C91-E5FE
ORCID iD
0009-0003-5269-6919
Google Scholar ID
pu4QltoAAAAJ&hl
Scopus Author Id
58959903000

Email addresses

  • jpav.freitas@gmail.com (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Electrical and Electronic Engineering
  • Engineering and Technology - Medical Engineering - Medical Engineering
  • Medical and Health Sciences - Clinical Medicine - Cardiac and Cardiovascular Systems
  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2024/09 - 2028/08
Ongoing
 PhD in Biomedicine and Health Sciences (Doutoramento)
Universidade do Minho Escola de Medicina, Portugal
"Towards whole-heart cardiac function quantification from 2D echocardiographic sequences " (THESIS/DISSERTATION)
2024/07
Concluded
 DevOps on AWS Specialization (Outros)
Amazon Web Services Inc, United States
2017/09 - 2022/12
Concluded
 Engenharia Biomédica (Mestrado integrado)
Universidade do Minho Escola de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
"Automatic Multi-View Pose Estimation in Focused Cardiac Ultrasound" (THESIS/DISSERTATION)
2021/09
Concluded
 Convolutional Neural Networks (Outros)
Coursera Inc, United States
2021/08
Concluded
 Neural Networks and Deep Learning (Outros)
Coursera Inc, United States
2021/07
Concluded
 Machine Learning (Outros)
Coursera Inc, United States

Stanford University, United States
Affiliation

Science

Category
Host institution 		Employer
2021/07 - Current Researcher (Research) Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
Projects

Grant

Designation Funders
2025/01 - 2028/12 Towards whole-heart cardiac function quantification from 2D echocardiographic sequences
2024.03683.BD
PhD Student Fellow
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
Fundação para a Ciência e a Tecnologia
Ongoing
2023/02 - 2024/12 Automating analysis and training in Focused Cardiac Ultrasound
PTDC/EMD-EMD/1140/2020
Research Fellow
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
Concluded
Outputs

Publications

Conference abstract
  1. Freitas, João; Gomes-Fonseca, João; Correia-Pinto, Jorge; Fonseca, Jaime; Queirós, Sandro. "Automatic generation of multi-view synthetic echocardiographic images". Paper presented in CMBBE 2023 - 18th Internacional Symposium on Computer Methods in Biomechanics and Biomedical Engineering, Paris, 2023.
    Published
Conference poster
  1. Freitas, João; Catarina Rodrigues; Tonelli, Ana Claudia; C. Fonseca, Jaime; Queirós, Sandro. "Automatic and interpretable quality assessment of focused cardiac ultrasound exams". Paper presented in Portuguese Conference on Pattern Recognition (RECPAD), Covilhã, 2024.
  2. Freitas, João; Gomes-Fonseca, João; Correia-Pinto, Jorge; Jaime C. Fonseca; Queirós, Sandro. "Automatic multi-view pose estimation in focused cardiac ultrasound". Paper presented in Portuguese Conference on Pattern Recognition (RECPAD), Coimbra, 2023.
  3. Freitas, João; Gomes-Fonseca, João; Correia-Pinto, Jorge; Jaime C. Fonseca; Queirós, Sandro. "Automatic multi-view pose estimation in focused cardiac ultrasound". Paper presented in Congresso Português de Cardiologia, Vilamoura, 2023.
Journal article
  1. Malainho, Bárbara; Freitas, João; Rodrigues, Catarina; Tonelli, Ana Claudia; Santanché, André; Carvalho-Filho, Marco A.; C. Fonseca, Jaime; Queirós, Sandro. "Semi-supervised Ensemble Learning for Automatic Interpretation of Lung Ultrasound Videos". Journal of Imaging Informatics in Medicine 37 6 (2024): https://link.springer.com/article/10.1007/s10278-024-01344-y.
    Published
  2. Freitas, João; Gomes-Fonseca, João; Tonelli, Ana Claudia; Correia-Pinto, Jorge; Fonseca, Jaime C.; Queirós, Sandro. "Automatic multi-view pose estimation in focused cardiac ultrasound". Medical Image Analysis 94 (2024): 103146. http://dx.doi.org/10.1016/j.media.2024.103146.
    Published • 10.1016/j.media.2024.103146
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/10 Automatic and interpretable quality assessment of focused cardiac ultrasound exams Portuguese Conference on Pattern Recognition (RECPAD)
(Covilhã, Portugal)
2023/10 Automatic multi-view pose estimation in focused cardiac ultrasound Portuguese Conference on Pattern Recognition (RECPAD)
(Coimbra, Portugal)
2023/05 Automatic generation of multi-view synthetic echocardiographic images CMBBE 2023 - 18th Internacional Symposium on Computer Methods in Biomechanics and Biomedical Engineering
(Paris, France)
2023/04 Automatic multi-view pose estimation in focused cardiac ultrasound Congresso Português de Cardiologia
(Vilamoura, Portugal)