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Nuno Miguel Cerqueira da Costa. Completed the Doutoramento in MIT PhD in Bioengineering and Neuroscience in 2021/11/03 by Universidade do Minho, MIT, and Associate Institutes (ICVS, ALGORITMI, 2AI) and Mestrado in Mestrado Integrado em Engenharia Biomédica in 2012 by Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia. Is Senior Data Scientist (at DTx - Colab) in Associação Laboratório Colaborativo em Transformação Digital and Invited coodinator researcher in MotionLab from center ALGORITMI, University of Minho, Azurem. Is an invited professor at IPCA, Barcelos. Published 6 articles in journals as first author. Has 1 book(s). Published 15 articles as a co-author. Has received 1 awards and/or honors. Participates and/or participated as PhD Student Fellow in 1 project(s) and Research 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: Data Science; Machine Learning; Biodevices; Neuroscience; Sports; Mindfulness; priming mental states; decode mental states; Self-regulation; Neurofeedback; mindfulness; guided imagery; stimulus; Biomechanics; Programming; Data Science; AI; Biomedical; Biostatistics; Math; Physics; Anatomy; EEG/EMG/fMRI/GSR/HRV; Python; HPC Computation; Electronic; Instrumentation
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Identification

Personal identification

Full name
Nuno Miguel Cerqueira da Costa

Citation names

  • da Costa, Nuno M. C.
  • Costa, Nuno
  • Costa, N.
  • da Costa, N.M.C.

Author identifiers

Ciência ID
B41A-08DF-1C02
ORCID iD
0000-0002-8425-3501

Email addresses

  • id6814@alunos.uminho.pt (Professional)

Addresses

  • University of Minho, Centro ALGORITMI / Dept. Industrial Electronics, 4800-058, Campus Azurém, Guimarães, Portugal (Professional)

Websites

  • linkedin.com/in/nuno-m-c-da-costa-a14a4349 (Social media)

Knowledge fields

  • Engineering and Technology - Medical Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
English Advanced (C1) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Spanish; Castilian Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2016/01/01 - 2021/11/03
Concluded
 MIT PhD in Bioengineering (Doutoramento)
Major in Neurociências
Universidade do Minho, Portugal

Associate Institutes (ICVS, ALGORITMI, 2AI), Portugal

Massachusetts Institute of Technology, United States
"Self-regulation Learning in Neurofeedback Training: Effects of a Human-computer Framework to Prime Subjects with External Stimulation, like Mindfulness." (THESIS/DISSERTATION)
 Unanimously Approved with "Very Good" (Highest Grade)
2018/11/02 - 2018/12/03
Concluded
 Mindfulness (Outros)
Major in Mindfulness
ReConstruir – Psicologia e Desenvolvimento Pessoal, Portugal
 19 of 20
2014/02/01 - 2014/07/01
Concluded
 Certificate of Pedagogical Competences (Outros)
Forward - Formação Profissional E Prestação De Serviços, Unipessoal Lda., Portugal
 5 of 5
2012
Concluded
 Mestrado Integrado em Engenharia Biomédica (Mestrado)
Major in Engenharia Biomédica
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
"User Friendly Knowledge Acquisition System For Medical Devices Actuation (https://run.unl.pt/bitstream/10362/8257/1/Costa_2012.pdf)" (THESIS/DISSERTATION)
 Integrated Master top 10% best students (17 out of 20, ECTS A Class)
2007
Concluded
 Cientifico-tecnológico (Ensino secundário)
Agrupamento de Escolas de Valdevez, Portugal
 18.1 of 20
Affiliation

Science

Category
Host institution 		Employer
2021/12/01 - 2022/05/01 Coordinating Researcher (Research) Universidade do Minho - Campus de Azurém, Portugal
Universidade do Minho Centro ALGORITMI, Portugal
2020/05/13 - 2021/11/30 Researcher (Research) Universidade do Minho - Campus de Azurém, Portugal
Universidade do Minho Centro ALGORITMI, Portugal
2016/06/01 - 2016/08/01 Research Trainee (Research) Fundação Champalimaud, Portugal
2013/05/01 - 2015/05/01 Researcher (Research) Instituto Politécnico de Viana do Castelo Escola Superior de Desporto e Lazer, Portugal
2013/03/21 - 2013/05/21 Researcher (Research) Universidade do Minho, Portugal
2012/02/13 - 2012/10/30 Research Trainee (Research) Plux, Wireless Biosignals, Portugal
2009/10/01 - 2010/09/30 Research Trainee (Research) REQUIMTE, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2021/10/18 - 2022/05/01 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Cávado e do Ave, Portugal

Others

Category
Host institution 		Employer
2022/05/04 - Current Senior Data Scientist (at DTx - Colab) Associação Laboratório Colaborativo em Transformação Digital, Portugal
Universidade do Minho - Campus de Azurém, Portugal
2022/05/01 - Current Invited coodinator researcher MotionLab, University of Minho, Azurem, Portugal
Universidade do Minho - Campus de Azurém, Portugal
Projects

Grant

Designation Funders
2020/05/13 - 2021/12/31 AI System for human actions recognition and item detection and categorization inside the vehicle (Easy Ride: Experience is everything, ref. 039334)
UMINHO/BID/2020/08
Research Fellow
Universidade do Minho Centro ALGORITMI, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2016/01 - 2019/12/31 MIT PhD Program: Self-regulation Learning in Neurofeedback Training: Effects of a Human-computer Framework to Prime Subjects with External Stimulation, like Mindfulness.
PD/BD/114033/2015
PhD Student Fellow
Universidade do Minho Centro ALGORITMI, Portugal

Laboratório Associado ICVS 3B's, Portugal

Instituto Politécnico do Cávado e do Ave Laboratório de Inteligência Artificial Aplicada, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2013/05 - 2015/05 Estado de Saude e Atividade da população idosa.
PTDC/DTP-DES/0209/2012
 Ministério da Ciência, Tecnologia e Inovação
2013/03 - 2013/05 Heliwater - Water and associated biofilms as a possible Helicobacter pylori transmission carrier among the human population.
PTDC/BIA-MIC/108811/2008
 Ministério da Ciência, Tecnologia e Inovação
Outputs

Publications

Book
  1. da Costa, N.M.C.; Araujo, T.; Nunes, N.; Gamboa, H.. Knowledge acquisition system based on JSON schema for electrophysiological actuation. 2014.
    10.1007/978-3-662-44791-8_18
Conference abstract
  1. Costa, Nuno. "Does Physical Activity and Central Obesity Influence Health-Related Quality of Life in Aged Population?". 2014.
Conference paper
  1. Valdemar Leiras; Sandra Dixe; da Costa, Nuno M. C.; L. Filipe Azevedo; Paulo Cardoso; Jaime C. Fonseca; Antonio H. J. Moreira; Joao Borges. "ISO23247 Digital Twin Approach for Industrial Grade Radio Frequency Testing Station". 2022.
    10.1109/etfa52439.2022.9921725
  2. Mauro Queirós; João Pereira; da Costa, Nuno M. C.; S. Marcelino; José Meireles; Jaime Fonseca; António Moreira; João Borges. "Human-Robot Collaboration (HRC) with Vision Inspection for PCB Assembly". 2022.
    10.5220/0011526200003329
  3. João Pereira; Mauro Queirós; da Costa, Nuno M. C.; S. Marcelino; José Meireles; Jaime Fonseca; António Moreira; João Borges. "TMRobot Series Toolbox: Interfacing Collaborative Robots with MATLAB". 2022.
    10.5220/0011526000003329
  4. Nuno M. C. Da Costa; Estela G. Bicho; Nuno S. Dias. "NeuroPrime: a Pythonic framework for the priming of brain states in self-regulation protocols". 2021.
    10.1109/SEGAH52098.2021.9551893
  5. Nuno M.C. da Costa; Estela G. Bicho; Nuno S. Dias. "Priming with mindfulness affects our capacity to self-regulate brain activity?". 2020.
    10.1109/SeGAH49190.2020.9201841
  6. Costa, N.; Araujo, T.; Nunes, N.; Gamboa, H.. "Multi-purpose electrostimulator software". 2013.
    10.5220/0004241002250230
  7. Costa, N.; Araujo, T.; Nunes, N.; Gamboa, H.. "Knowledge Acquisition System based on JSON Schema: Implementation of a HCI for actuation of biosignals acquisition systems". 2012.
    10.5220/0004166702550262
Journal article
  1. Nelson R. P. Rodrigues; Nuno M. C. da Costa; César Melo; Ali Abbasi; Jaime C. Fonseca; Paulo Cardoso; João Borges. "Fusion Object Detection and Action Recognition to Predict Violent Action". Sensors (2023): https://doi.org/10.3390/s23125610.
    10.3390/s23125610
  2. Ali Abbasi; Sandro Queirós; Nuno M. C. da Costa; Jaime C. Fonseca; João Borges. "Sensor Fusion Approach for Multiple Human Motion Detection for Indoor Surveillance Use-Case". Sensors (2023): https://doi.org/10.3390/s23083993.
    10.3390/s23083993
  3. Nelson R.P. Rodrigues; Nuno M.C. da Costa; Rita Novais; Jaime Fonseca; Paulo Cardoso; João Borges. "AI based monitoring violent action detection data for in-vehicle scenarios". Data in Brief (2022): https://doi.org/10.1016/j.dib.2022.108564.
    10.1016/j.dib.2022.108564
  4. Nuno M. C. da Costa; Estela Bicho; Flora Ferreira; Estela Vilhena; Nuno S. Dias. "A Multivariate Randomized Controlled Experiment about the Effects of Mindfulness Priming on EEG Neurofeedback Self-Regulation Serious Games". Applied Sciences (2021): https://doi.org/10.3390/app11167725.
    10.3390/app11167725
  5. da Costa, Nuno M. C.; Bicho, Estela; Dias, Nuno. "Does priming subjects, with not only resting state but also with mindfulness or/and guided imagery, affect self-regulation of SMR neurofeedback? Framework to improve brain self-regulation and support the rehabilitation of disorders such as depression, anxiety, stress and attention control.". Frontiers in Cellular Neuroscience 13 (2019): http://dx.doi.org/10.3389/conf.fncel.2019.01.00050.
    10.3389/conf.fncel.2019.01.00050
  6. Camões, M.; Fernandes, F.; Silva, B.; Rodrigues, T.; Costa, N.; Bezerra, P.. "Exercise and quality of life in the elderly: Different social and behavioral contexts,Exercício físico e qualidade de vida em idodos: Diferentes contextos sociocomportamentais". Motricidade 12 1 (2016): 96-105. http://www.scopus.com/inward/record.url?eid=2-s2.0-84976421780&partnerID=MN8TOARS.
    10.6063/motricidade.6301
Preprint
  1. Nelson Rodrigues; Nuno M. C. da Costa; César Gonçalo Macedo Melo; Ali Abbasi; Jaime C. Fonseca; Paulo Cardoso; João Borges. "Fusion Object Detection and Action Recognition to Predict Violent Action". 2023. https://doi.org/10.20944/preprints202304.1242.v1.
    10.20944/preprints202304.1242.v1
Thesis / Dissertation
  1. "Self-regulation learning in neurofeedback training: effects of a human-computer framework to prime subjects with external stimulation, like mindfulness". PhD, Universidade do Minho, 2021. https://hdl.handle.net/1822/75752.
  2. da Costa, Nuno M. C.. "User Friendly Knowledge Acquisition System For Medical Devices Actuation". Master, Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, 2012. http://hdl.handle.net/10362/8257.
Activities

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022/02/08 - 2022/07/31 Electronics Instituto Politécnico do Cávado e do Ave, Portugal
2021/10/18 - 2022/02/28 Introduction to Programming (Python classes made available at https://github.com/nmc-costa/iclasses) Instituto Politécnico do Cávado e do Ave, Portugal
Distinctions

Award

2009 Bolsa santtander totta (melhores alunos)
Banco Santander Portugal, Portugal

Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal