JÚLIO CORDEIRO MEDEIROS (0911-1D49-C1B5)

Curriculum Vitae

JÚLIO CORDEIRO MEDEIROS

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@student.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 - 2024/08/31 Ongoing	Programa de Doutoramento em Ciências e Tecnologias da Informação (Doutoramento) Major in Specialization in Data Science Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal "Cognitive and emotional states assessment using physiological features: Towards a new software engineering paradigmusing biofeedback" (THESIS/DISSERTATION)
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

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
2020/01/01 - Current	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	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 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 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	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 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 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 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 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 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 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 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 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	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.

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