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Júlio Cordeiro Medeiros. Completed the Mestrado integrado in Engenharia Biomédica in 2019/09/25 by Universidade de Coimbra Faculdade de Ciencias e Tecnologia. Attends the Doutoramento in Programa de Doutoramento em Ciências e Tecnologias da Informação by Universidade de Coimbra Faculdade de Ciencias e Tecnologia since 2019/12/02. Is Researcher in Universidade de Coimbra Centro de Informatica e Sistemas. Organized 2 event(s). Participated in 3 event(s). Has received 2 awards and/or honors. Participates and/or participated as Master Student Fellow in 1 project(s) and PhD Student Fellow in 1 project(s). Works in the area(s) of Engineering and Technology with emphasis on Medical Engineering. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Machine Learning; Interfaces and Data Acquisition Systems; Bio-signal Processing and Analysis; .
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Identification

Personal identification

Full name
JÚLIO CORDEIRO MEDEIROS

Citation names

  • Medeiros, Júlio

Author identifiers

Ciência ID
0911-1D49-C1B5
ORCID iD
0000-0003-2852-6285

Email addresses

  • juliomedeiros@dei.uc.pt (Professional)

Knowledge fields

  • 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) Upper intermediate (B2)
Education
Degree Classification
2019/12/02 - 2025/02/28
Ongoing
 Programa de Doutoramento em Ciências e Tecnologias da Informação (Doutoramento)
Major in Informatics Engineering, Intelligent Systems
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Cognitive Load Assessment Using Physiological Features: Towards A New Software Engineering Paradigm Using Biofeedback" (THESIS/DISSERTATION)
 18.550
2014/09/08 - 2019/09/25
Concluded
 Engenharia Biomédica (Mestrado integrado)
Major in Specialization in Biomedical Instrumentation and Biomaterials
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Software code complexity assessment using EEG features: Towards a new software engineering paradigm using biofeedback" (THESIS/DISSERTATION)
 16.195
2017/09/01 - 2018/02/15
Concluded
 Master of Biomedical Engineering (Erasmus+ Program) (Outros)
Major in Medical diagnostic and treatment technology
Katholieke Universiteit Leuven Faculteit Ingenieurswetenschappen, Belgium
Affiliation

Science

Category
Host institution 		Employer
2020/01/01 - Current Researcher (Research) Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
2019/04/16 - 2019/10/15 Researcher (Research) Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2023/02/28 - 2023/08/31 Invited Assistant Professor (University Teacher) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
(...)
2021/02/28 - 2021/08/31 Invited Assistant Professor (University Teacher) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
Universidade de Coimbra Departamento de Engenharia Informática, Portugal

Others

Category
Host institution 		Employer
2018/08 - 2018/08/31 Estagiar U - Estudo geotécnico para a implantação de infraestruturas de apoio à exploração de água Açorgeo - Sociedade de Estudos Geotécnicos, Lda., Portugal
Açorgeo - Sociedade de Estudos Geotécnicos, Lda., Portugal
Projects

Grant

Designation Funders
2021/01/01 - 2024/12/31 Cognitive Load Assessment Using Physiological Features Towards A New Software Engineering Paradigm Using Biofeedback
2020.07906.BD
10.54499/2020.07906.BD
PhD Student Fellow
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2020/01/01 - 2020/12/31 BASE - Biofeedback Augmented Software Engineering
POCI - 01-0145 - FEDER- 031581
PhD Student Fellow
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
Ongoing
2019/04/16 - 2019/10/15 BASE - Biofeedback Augmented Software Engineering
POCI - 01-0145 - FEDER- 031581
Master Student Fellow
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
Ongoing
Outputs

Publications

Conference paper
  1. Bernardes, A.; Couceiro, R.; Medeiros, J.; Henriques, J.; Teixeira, C.; Duraes, J.; Madeira, H.; Carvalho, P.. "Impact of Ultra-short-term HRV Features in Software Code Sections Complexity Classification". 2022.
    10.1109/MELECON53508.2022.9842890
  2. Couceiro, Ricardo; Carvalho, Paulo; Castelo Branco, Miguel; Madeira, Henrique; Barbosa, Raul; Duraes, Joao; Duarte, Goncalo; et al. "Spotting Problematic Code Lines using Nonintrusive Programmers' Biofeedback". Paper presented in 2019 IEEE 30th International Symposium on Software Reliability Engineering (ISSRE), Berlim, 2019.
    Published • 10.1109/issre.2019.00019
  3. Medeiros, J.; Teixeira, C.; Couceiro, R.; Castelhano, J.; Branco, M. Castelo; Duarte, G.; Duarte, C.; et al. "Software code complexity assessment using EEG features". Berlim, 2019.
    Published • 10.1109/embc.2019.8856283
Journal article
  1. Medeiros, Júlio; Bernardes, André; Couceiro, Ricardo; Oliveira, Paulo; Madeira, Henrique; Teixeira, César; Carvalho, Paulo. "Optimal frequency bands for pupillography for maximal correlation with HRV". Scientific Reports 15 1 (2025): https://doi.org/10.1038/s41598-025-85663-2.
    Accepted • 10.1038/s41598-025-85663-2
  2. Júlio Medeiros; Marco Simões; João Castelhano; Rodolfo Abreu; Ricardo Couceiro; Jorge Henriques; Miguel Castelo-Branco; et al. "EEG as a potential ground truth for the assessment of cognitive state in software development activities: A multimodal imaging study". PLOS ONE (2024): https://doi.org/10.1371/journal.pone.0299108.
    10.1371/journal.pone.0299108
  3. Hao, Gao; Hijazi, Haytham; Durães, João; Medeiros, Júlio; Couceiro, Ricardo; Lam, Chan Tong; Teixeira, César; et al. "On the accuracy of code complexity metrics: A neuroscience-based guideline for improvement". Frontiers in Neuroscience 16 (2023): http://dx.doi.org/10.3389/fnins.2022.1065366.
    10.3389/fnins.2022.1065366
  4. A. Calcagno; S. Coelli; C. Amendola; I. Pirovano; R. Re; J. Medeiros; P. Carvalho; H. Madeira; A. M. Bianchi. "Role of the EEG Theta Network During Software Production: A Connectivity Study". IEEE Transactions on Neural Systems and Rehabilitation Engineering (2023): https://doi.org/10.1109/TNSRE.2023.3299834.
    10.1109/TNSRE.2023.3299834
  5. Fabio Lopes; Adriana Leal; Julio Medeiros; Mauro F. Pinto; Antonio Dourado; Matthias Dumpelmann; Cesar Teixeira. "Ensemble Deep Neural Network for Automatic Classification of EEG Independent Components". IEEE Transactions on Neural Systems and Rehabilitation Engineering 30 (2022): 559-568. https://doi.org/10.1109/TNSRE.2022.3154891.
    10.1109/TNSRE.2022.3154891
  6. Bernardes, A.; Couceiro, R.; Medeiros, J.; Henriques, J.; Teixeira, C.; Simões, M.; Durães, J.; et al. "How Reliable Are Ultra-Short-Term HRV Measurements during Cognitively Demanding Tasks?". Sensors 22 17 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85137577677&partnerID=MN8TOARS.
    10.3390/s22176528
  7. Lopes, F.; Leal, A.; Medeiros, J.; Pinto, M.F.; Dourado, A.; Dümpelmann, M.; Teixeira, C.. "EPIC: Annotated epileptic EEG independent components for artifact reduction". Scientific Data 9 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85137007984&partnerID=MN8TOARS.
    10.1038/s41597-022-01524-x
  8. Castelhano, J.; Duarte, I.C.; Couceiro, R.; Medeiros, J.; Duraes, J.; Afonso, S.; Madeira, H.; Castelo-Branco, M.. "Software Bug Detection Causes a Shift From Bottom-Up to Top-Down Effective Connectivity Involving the Insula Within the Error-Monitoring Network". Frontiers in Human Neuroscience 16 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85127213588&partnerID=MN8TOARS.
    10.3389/fnhum.2022.788272
  9. Hijazi, H.; Duraes, J.; Couceiro, R.; Castelhano, J.; Barbosa, R.; Medeiros, J.; Castelo-Branco, M.; De Carvalho, P.; Madeira, H.. "Quality Evaluation of Modern Code Reviews Through Intelligent Biometric Program Comprehension". IEEE Transactions on Software Engineering (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85126335894&partnerID=MN8TOARS.
    10.1109/TSE.2022.3158543
  10. Júlio Medeiros; Ricardo Couceiro; Gonçalo Duarte; João Durães; João Castelhano; Catarina Duarte; Miguel Castelo-Branco; et al. "Can EEG Be Adopted as a Neuroscience Reference for Assessing Software Programmers’ Cognitive Load?". Sensors 21 7 (2021): 2338-2338. https://doi.org/10.3390/s21072338.
    10.3390/s21072338
  11. Lopes, F.; Leal, A.; Medeiros, J.; Pinto, M.F.; Dourado, A.; Dumpelmann, M.; Teixeira, C.. "Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks". IEEE Access 9 (2021): 149955-149970. http://www.scopus.com/inward/record.url?eid=2-s2.0-85119620464&partnerID=MN8TOARS.
    10.1109/ACCESS.2021.3125728
Thesis / Dissertation
  1. Medeiros, Júlio. "Software code complexity assessment using EEG features -Towards a new software engineering paradigm using biofeedback". Master, Universidade de Coimbra Faculdade de Ciencias e Tecnologia, 2019. https://estudogeral.sib.uc.pt/handle/10316/87868.

Intellectual property

Patent
  1. Hijazi, Haytham; Madeira, Henrique; Couceiro, Ricardo Jorge dos Santos; Carvalho, Paulo; Castelo-Branco, Miguel; Castelhano, Joao; Medeiros, Júlio; Barbosa, Raul; Durães, João. 2022. "Method and System for Scoring a Software Review Process". Portugal.
    Allowed
Activities

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2019/09/26 - 2019/09/28 Volunteer in the organization of MEDICON2019 - 15th Mediterranean Conference on Medical and Biological Engineering, in Coimbra. (2019/09/26 - 2019/09/28)
Conference (Other)
 Universidade de Coimbra, Portugal
2017/01/24 - 2017/07/24 Commissioner of the Department of Culture at the Comissão Organizadora da Queima das Fitas (COQF), representing the Faculty of Science and Technology of the University of Coimbra, being one of the members responsible for all organization and planning of the largest academic festival in Portugal, in Coimbra. (2017/05/05 - 2017/05/12)
Festival (Member of the Organising Committee)
 Comissão Organizadora da Queima das Fitas (COQF), Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2019/02/22 - 2019/02/23 Poster presentation and participation in diverse sessions related to Biomedical Engineering research work in the 6th IEEE Portuguese Meeting on Bioengineering (ENBENG 2019).
Conference
 6th IEEE Portuguese Meeting on Bioengineering (ENBENG 2019)
IEEE EMBS Portugal Chapter, Portugal
2018/04/19 - 2018/04/20 Participation in workshops and plenary sessions in the World Health Summit Regional Meeting 2018, with a primary focus on health system in low- and middle-income countries.
Congress
 World Health Summit Regional Meeting 2018
Universidade de Coimbra, Portugal
2017/03/02 - 2017/03/05 Participation in sessions with topic on Biomedical Engineering in the XII Encontro Nacional de Estudantes de Engenharia Biomédica (ENEEB).
Meeting
 XII Encontro Nacional de Estudantes de Engenharia Biomédica
Associação Nacional de Estudantes de Engenharia Biomédica, Portugal
Distinctions

Award

2019 Team distinguished with the 2nd place in the competition - Hackaton "HACK your MIND"
Universidade de Coimbra Departamento de Engenharia Informática, Portugal
2018 Team distinguished with the 3rd place in the National competition of Biomedical Engineers - "BioMind – Make it in 24h!"
Universidade de Lisboa Instituto Superior Técnico, Portugal