???global.info.a_carregar???
Graduated in Maths and then concluded Masters in Computer Science, both in Faculdade de Ciências da Universidade do Porto. Following my master's thesis, continued research on Fetal Heart Rate analysis in Faculdade de Medicina da Universidade do Porto, where a post-graduation was concluded in 2017. In the same year, started PhD in Investigação Clínica e Serviços de Saúde also in Faculdade de Medicina. Have published so far 4 articles in indexed journals. I have been teaching in Escola Superior de Saúde do Porto since 2018 in the fields of Biostatistics, Bioinformatics and Biomathematics.
Identification

Personal identification

Full name
João Manuel Monteiro Santos

Citation names

  • Santos, João

Author identifiers

Ciência ID
7714-4F1F-4BB5
ORCID iD
0000-0002-1147-5728

Email addresses

  • mmsantos.joao@gmail.com (Professional)

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Bioinformatics
  • Exact Sciences - Mathematics - Statistics and Probability

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Elementary (A2) Intermediate (B1) Elementary (A2) Elementary (A2) Elementary (A2)
Spanish; Castilian Intermediate (B1) Elementary (A2) Beginner (A1) Intermediate (B1) Elementary (A2)
Polish Elementary (A2) Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2021/02/08
Ongoing
 Investigação Clínica e em Serviços de Saúde (Doutoramento)
Major in Sem especialidade
Universidade do Porto Faculdade de Medicina, Portugal
"Ciências da Complexidade aplicadas à cardiotocografia" (THESIS/DISSERTATION)
2016/07/30
Concluded
 Curso de Estudos Avançados em Investigação Clínica e em Serviços de Saúde (Pós-Graduação)
Universidade do Porto Faculdade de Medicina, Portugal
 17
2015
Concluded
 Ciência de Computadores (Mestrado)
Major in Área de especialização: Computação Confiável
Universidade do Porto Faculdade de Ciências, Portugal
"Análise de Sinal Fisiológico usando Métodos não Lineares" (THESIS/DISSERTATION)
 15
2013/06/30
Concluded
 Matemática (Licenciatura)
Major in Minor em Informática
Universidade do Porto, Portugal
Affiliation

Science

Category
Host institution 		Employer
2016/04/01 - 2021/03/31 Researcher (Research) Centro de Investigação em Tecnologias e Serviços de Saúde, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2018/09/01 - Current Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto Escola Superior de Saúde, Portugal
Projects

Contract

Designation Funders
2016/04/01 - 2020/03/31 Non-invasive monitoring of perinatal health through multiparametric digital representation of clinically relevant functions for improving clinical intervention in neonatal units (Digi-NewB)
info:eu-repo/grantAgreement/EC/H2020/689260/EU
PhD Student Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
European Commission
Ongoing
Outputs

Publications

Journal article
  1. "Non-linear Methods Predominant in Fetal Heart Rate Analysis: A Systematic Review". Frontiers in Medicine 8 (2021): http://dx.doi.org/10.3389/fmed.2021.661226.
    10.3389/fmed.2021.661226
  2. João Santos; Teresa Henriques; Ines Nunes; Célia Amorim-Costa; João Bernardes; Cristina Costa-Santos. "Complexity of Cardiotocographic Signals as A Predictor of Labor". Entropy (2020): https://www.mdpi.com/1099-4300/22/1/104.
    10.3390/e22010104
  3. Zarmehri, Mohammad Nozari; Castro, Luísa; Santos, João; Bernardes, João; Costa, Antónia; Santos, Cristina Costa. "On the prediction of foetal acidaemia: A spectral analysis-based approach". Computers in Biology and Medicine 109 (2019): 235-241. http://dx.doi.org/10.1016/j.compbiomed.2019.04.041.
    Published • 10.1016/j.compbiomed.2019.04.041
  4. Santos, João. "Entropy and Compression Capture Different Complexity Features: The Case of Fetal Heart Rate". Entropy (2017): http://www.mdpi.com/1099-4300/19/12/688.
    10.3390/e19120688
Thesis / Dissertation
  1. João Manuel Monteiro dos Santos. "Análise de Sinal Fisiológico usando Métodos Não Lineares". Master, 2015. http://hdl.handle.net/10216/83422.
Distinctions

Other distinction

2017 Best score in SPaM Challenge
University of Oxford, United Kingdom