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My name is Hélder Armando Gonçalves Pinto and I completed a degree in Mathematics at the Faculty of Sciences of the University of Porto on 2019/07/11 and a Master in Mathematical Engineering, in the same institution, on 2021/12/13. Currently, I attend the Ph.D. in Applied Mathematics at the University of Aveiro. I receive a Ph.D. grant funded by CMUP. Essentially, I work in the area(s) of Exact Sciences with an emphasis on Mathematics, Applied Mathematics, Statistics and Probability, and Medical Engineering. In my curriculum the most frequent terms in the context of scientific, technological, and artistic-cultural output are HRV; Cardiovascular Variability; VARFI Modeling; Multivariate and Multiscale Entropy; Statistics and Probability; Transfer Entropy; Information Theory; Entropy; Permutation Entropy; Multiscale Transfer Entropy; Baroreflex; Respiratory Sinus Arrhythmia.
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Identification

Personal identification

Full name
Hélder Armando Gonçalves Pinto

Citation names

  • Pinto, Hélder
  • H.P.

Author identifiers

Ciência ID
DE1D-832F-3C3A
ORCID iD
0000-0002-0455-6466

Email addresses

  • helder.pinto@fc.up.pt (Professional)

Websites

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics
  • Exact Sciences - Mathematics - Statistics and Probability
  • Engineering and Technology - Medical Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Upper intermediate (B2) Advanced (C1) Upper intermediate (B2) Advanced (C1) Advanced (C1)
Education
Degree Classification
2021/10/11 - 2025
Ongoing
 Applied Mathematics (Doctor of Philosophy)
Universidade de Aveiro, Portugal

Universidade do Porto, Portugal

Universidade do Minho, Portugal
2019/09/15 - 2021/12/13
Concluded
 Mathematical Engineering (Master)
Universidade do Porto Faculdade de Ciências, Portugal
"Análise da complexidade da variabilidade cardiovascular: aplicação em stress autonómico e doença crítica." (THESIS/DISSERTATION)
 18
2015/09/15 - 2019/07/11
Concluded
 Mathematics (Licence)
Universidade do Porto Faculdade de Ciências, Portugal
 14
Projects

Grant

Designation Funders
2021/10/01 - 2022/11/30 High-order Dynamical Interactions in Complex Network Systems: Information-Theoretic and Parametric Modeling Approaches
UIDP/MAT/00144/2020
PhD Student Fellow
Universidade do Porto Centro de Matemática, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2021/08/15 - 2022/08/15 CMUP - Analysis of Cardiovascular Variability (Extension)
UIDB/00144/2020
Scientific Initiation Fellow
Universidade do Porto Centro de Matemática, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2021/02/15 - 2021/08/15 CMUP - Analysis of Cardiovascular Variability
UIDB/00144/2020
Research Fellow
Universidade do Porto Centro de Matemática, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
Outputs

Publications

Book chapter
  1. Helder Pinto; Celeste Dias; Chiara Barà; Yuri Antonacci; Luca Faes; Ana Paula Rocha. "Exploring the Mutual Information Rate Decomposition in Situations of Pathological Stress". 2025.
    10.1007/978-3-031-68949-9_18
Conference abstract
  1. Pinto, Hélder; Celeste Dias; Yuri Antonacci; Luca Faes; Rocha, Ana Paula. "Frequency Domain Information Decomposition: Application to Plateau Waves of Intracranial Pressure". Paper presented in European Study Group on Cardiovascular Oscillations (ESGCO) 2022, Štrbské Pleso, 2022.
    Accepted
Conference paper
  1. Pinto, H; Antonacci, Y; Vergara, R; Faes, L; Rocha, AP. "Assessing Redundancy and Synergy in Brain-Heart Interactions: A Conditioning Approach". 2024.
    10.1109/esgco63003.2024.10766979
  2. Pinto, H; Sparacino, L; Antonacci, Y; Dias, C; Pernice, R; Rocha, AP. "Autonomic Stress in Plateau Waves of Intracranial Pressure: Spectral Mutual Information Rate Analysis". 2024.
    10.1109/melecon56669.2024.10608719
  3. Pinto, Hélder; Dias, Celeste; Rocha, Ana Paula. "Exploring the Mutual Information Rate Decomposition in Situations of Pathological Stress". Paper presented in SPE 2023 - XXVI Congress, 2023.
    Accepted
  4. Pinto, Hélder; Antonacci, Yuri; Pernice, Riccardo; Bara,Chiara; Javorka, Michal; Faes, Luca; Rocha, Ana Paula. "Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions". Paper presented in 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sydney, 2023.
    Accepted
  5. Pinto, H; Dias, C; Rocha, AP. "Assessing Information Transfer and Modification in Plateau Waves of Intracranial Pressure". 2023.
    10.1109/enbeng58165.2023.10175369
  6. Pinto, SH; Antonacci, Y; Pernice, R; Barà, C; Javorka, M; Faes, L; Rocha, AP. "Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions". 2023.
    10.1109/embc40787.2023.10341174
  7. Pinto, Hélder; Celeste Dias; Rocha, Ana Paula. "Multiscale Information Decomposition of Long Memory Processes: Application to Plateau Waves of Intracranial Pressure". Glasgow, 2022.
    Accepted
  8. Pinto, H; Dias, C; Rocha, AP. "Multiscale Information Decomposition of Long Memory Processes: Application to Plateau Waves of Intracranial Pressure". 2022.
    10.1109/embc48229.2022.9870925
  9. Pinto, H; Dias, C; Antonacci, Y; Faes, L; Rocha, AP. "Frequency Domain Information Decomposition: Application to Plateau Waves of Intracranial Pressure". 2022.
    10.1109/esgco55423.2022.9931364
  10. Pinto, Hélder; Riccardo Pernice; Celestino Amado; Maria Eduarda Silva; Michal Javorka; Luca Faes; Ana Paula de Frias Viegas Proença Rocha. "Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations". Paper presented in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Guadalajara, 2021.
    Published • 10.1109/EMBC46164.2021.9630004
  11. Rocha, AP; Pinto, H; Amado, C; Silva, ME; Pernice, R; Javorka, M; Faes, L. "Assessing Transfer Entropy in cardiovascular and respiratory time series: A VARFI approach". 2021.
    10.3390/entropy2021-09774
Conference poster
  1. Pinto, Hélder; Dias, Celeste; Rocha, Ana Paula. "Understanding Plateau Waves of Intracranial Pressure: A Multiscale Decomposition of Information Approach". 2022.
  2. Ana Paula de Frias Viegas Proença Rocha; Pinto, Hélder; Celestino Amado; Maria Eduarda Silva; Riccardo Pernice; Michal Javorka; Luca Faes. "Assessing Transfer Entropy in Cardiovascular and Respiratory Time Series: A VARFI Approach". Paper presented in Entropy 2021, 2021.
Journal article
  1. Pinto, H; Lazic, I; Antonacci, Y; Pernice, R; Gu, D; Barà, C; Faes, L; Rocha, AP. "Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis". FRONTIERS IN NETWORK PHYSIOLOGY (2024): https://www.authenticus.pt/P-010-HJ5.
    10.3389/fnetp.2024.1385421
  2. Hélder Pinto; Riccardo Pernice; Maria Eduarda Silva; Michal Javorka; Luca Faes; Ana Paula Rocha. "Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control". Physiological Measurement (2022): https://doi.org/10.1088/1361-6579/ac826c.
    10.1088/1361-6579/ac826c
  3. Pinto, Hélder; Riccardo Pernice; Maria Eduarda Silva; Michal Javorka; Luca Faes; Rocha, Ana Paula. Corresponding author: Pinto, Hélder. "Multiscale Partial Information Decomposition of Dynamic Processes with Short and Long-range correlations: Theory and Application to Cardiovascular Control". Physiological Measurement (2022): https://iopscience.iop.org/journal/0967-3334.
    Under revision
  4. Pinto, Helder; Pernice, Riccardo; Eduarda Silva, Maria; Javorka, Michal; Faes, Luca; Paula Rocha, Ana. "Multiscale Partial Information Decomposition of Dynamic Processes with Short and Long-range correlations: Theory and Application to Cardiovascular Control". ArXiv (2022): https://publons.com/wos-op/publon/59484375/.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2021/05/06 Multiscale Information Decomposition: A Tool To Assess Cardiovascular and Cardiorespiratory Interactions IJUP 2021
Universidade do Porto (Porto, Portugal)
2021/05/05 Assessing Transfer Entropy in cardiovascular and respiratory time series: A VARFI approach (Poster Discussions Session 1B) Entropy 2021
Universidade do Porto (Porto, Portugal)

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2021/07/12 - 2021/07/12 ENSPM2021
Meeting
 Encontro Nacional da Sociedade Portuguesa de Matemática 2021 (ENSPM2021)
Sociedade Portuguesa de Matemática, Portugal
2021/05/05 - 2021/05/07 Entropy 2021 Conference
Conference
 Entropy 2021
Multidisciplinary Digital Publishing Institute AG, Switzerland
2021/01/01 - 2021/01/25 Online SQL course .
Workshop
 SQL - MySQL for Data Analytics and Business Intelligence
Udemy Inc, United States