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Identification

Personal identification

Full name
Mauro Pinto

Citation names

  • Pinto, Mauro

Author identifiers

Ciência ID
0912-C025-C72F
ORCID iD
0000-0002-9359-4324
Education
Degree Classification
2018
Concluded
 Engenharia Biomédica (Mestrado)
Major in Área de especialização: Informática Clínica e Bioinformática
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Evaluation and prediction of Multiple Sclerosis Disease Progression" (THESIS/DISSERTATION)
 19
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2020/02 - 2022/07 Invited Assistant (University Teacher) Universidade de Coimbra, Portugal
Universidade de Coimbra Departamento de Engenharia Informática, Portugal
Projects

Contract

Designation Funders
2021/01/01 - 2023/12/31 Rumo à previsão realista de crises epilépticas: lidando com desvios de conceito de longo termo e incerteza na rotulagem de dados
PTDC/EEI-EEE/5788/2020
Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Centro Hospitalar e Universitário de Coimbra EPE, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
Outputs

Publications

Conference paper
  1. Pinto, Mauro. "A Qualitative Study on Trust Perception in IoT Mobile Applications". 2020.
    10.1109/colcom50121.2020.9219766
Journal article
  1. Mauro F. Pinto. "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm". Scientific Reports 12 1 (2022): http://dx.doi.org/10.1038/s41598-022-08322-w.
    10.1038/s41598-022-08322-w
  2. Mauro F. Pinto. "EPIC: Annotated epileptic EEG independent components for artifact reduction". Scientific Data 9 1 (2022): http://dx.doi.org/10.1038/s41597-022-01524-x.
    10.1038/s41597-022-01524-x
  3. Mauro F. Pinto. "On the clinical acceptance of black-box systems for EEG seizure prediction". Epilepsia Open 7 2 (2022): 247-259. http://dx.doi.org/10.1002/epi4.12597.
    10.1002/epi4.12597
  4. Mauro F. Pinto. "Ensemble Deep Neural Network for Automatic Classification of EEG Independent Components". IEEE Transactions on Neural Systems and Rehabilitation Engineering 30 (2022): 559-568. http://dx.doi.org/10.1109/tnsre.2022.3154891.
    10.1109/tnsre.2022.3154891
  5. Mauro F. Pinto. "A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction". Scientific Reports 11 1 (2021): http://dx.doi.org/10.1038/s41598-021-82828-7.
    10.1038/s41598-021-82828-7
  6. Mauro F. Pinto. "Heart rate variability analysis for the identification of the preictal interval in patients with drug-resistant epilepsy". Scientific Reports 11 1 (2021): http://dx.doi.org/10.1038/s41598-021-85350-y.
    10.1038/s41598-021-85350-y
  7. Mauro F. Pinto. "Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks". IEEE Access 9 (2021): 149955-149970. http://dx.doi.org/10.1109/access.2021.3125728.
    10.1109/access.2021.3125728
  8. Pinto, Mauro. "Prediction of disease progression and outcomes in multiple sclerosis with machine learning". Scientific Reports 10 1 (2020): http://dx.doi.org/10.1038/s41598-020-78212-6.
    10.1038/s41598-020-78212-6

Artistic / Performance

Short fiction
  1. Pinto, Mauro. 2022. "Época da Laranja". Portugal: Livraria Arquivo.
  2. Pinto, Mauro. 2021. "Poeta Professor de Educação Física". Douda Correria.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2021/05/25 On the deconstruction and limitations of machine learning approaches to predict Multiple Sclerosis progression in real-life scenarios PMSMatTrain Research Summer

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021/09 - Current Concept-Drifts Estimation for EEG Epilepsy Seizure Prediction
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
2021/09 - Current On the development of EEG seizure prediction methodologies aimed at clinically acceptance
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
2021/09 - Current On the Short-Term Prediction of Multiple Sclerosis Disease Progression
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
2020/09 - 2021/10 Sleep-Awake cycle evaluation from long-term EEG data: assessing the impact in epilepsy seizure prediction
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
2020/09 - 2021/09 On the Explainability of Multiple Sclerosis Disease Progression Models
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
2019/09 - 2021/03 EEG Epilepsy Seizure Prediction: the Post-Processing Stage as a Chronology
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
2019/09 - 2020/10 EEG Epilepsy Seizure Prediction: A Multi-Objective Evolutionary Approach
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
2019/09 - 2020/09 Evaluation and Prediction of Multiple Sclerosis Disease Progression
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra, Portugal
Distinctions

Award

2021 Prémio de Poesia Francisco Rodrigues Lobo
2020 Vencedor do 3-Minute Thesis Contest
Universidade de Coimbra, Portugal

Other distinction

2022 Top Rank Abstract na Conferência ICTALS 2022
2021 Scientific Reports' Top 100 Neuroscience Papers