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Alberto Gomes Pinheira completed the Integrated Masters in Networks and Systems Engineering in 2019 by the Faculty of Science at the University of Porto. He is currently attending the Doctor of Philosophy in Programa de Doutoramento en Investigación en Tecnoloxías e Procesos Avanzados na Industria at the School of Industrial Engineering of the University of Vigo since 2023/02/26. He is also an Invited Assistant at the Instituto Superior de Engenharia do Porto, a Researcher in Centro de Investigação em Tecnologias e Serviços de Saúde and a Researcher in Instituto de Investigación Sanitaria Galicia Sur. He has also participated in conferences related in artificial intelligence applied in the medical area, and published articles in this field. And he also participated as a Master Student Fellow in 1 project(s).
Identification

Personal identification

Full name
Alberto Gomes Pinheira

Citation names

  • Pinheira, Alberto

Author identifiers

Ciência ID
311B-3D54-2BB8
ORCID iD
0000-0003-4974-5946
Google Scholar ID
3Z8t7ngAAAAJ

Email addresses

  • alberto.gomes.pinheira@uvigo.gal (Professional)
  • gpa@isep.ipp.pt (Professional)

Telephones

Mobile phone
  • 912374477 (Personal)

Addresses

  • Rua da Madrugada 580, 4570-215, Estela, Póvoa de Varzim, Portugal (Personal)

Websites

Languages

Language Speaking Reading Writing Listening Peer-review
English (Mother tongue)
Portuguese (Mother tongue)
Education
Degree Classification
2023/02/26 - 2026/02/26
Ongoing
Programa de Doutoramento en Investigación en Tecnoloxías e Procesos Avanzados na Industria (Doctor of Philosophy)
Universidade de Vigo Escola de Enxeñería Industrial, Spain
2020/09/29 - 2023/02/11
Attended
Ciência de Computadores (Doutoramento)
Universidade do Porto Faculdade de Ciências, Portugal
2019
Concluded
Engenharia de Redes e Sistemas Informáticos (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Ciências, Portugal
"Genetic Analysis of Patients with Bipolar Disorder" (THESIS/DISSERTATION)
13 valores
Affiliation

Science

Category
Host institution
Employer
2023/02/26 - Current Researcher (Research) Instituto de Investigación Sanitaria Galicia Sur, Spain
Hospital Álvaro Cunqueiro, Spain
(...)
2020/01/01 - Current Researcher (Research) Centro de Investigação em Tecnologias e Serviços de Saúde, Portugal
Centro de Investigação em Tecnologias e Serviços de Saúde, Portugal

Teaching in Higher Education

Category
Host institution
Employer
2021/10/04 - Current Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Positions / Appointments

Category
Host institution
Employer
2020/02/14 - 2021/07/07 Programador Android ITSector Sistemas de Informação lda., Portugal
2016/09/28 - 2017/01/30 Programador Android GISGEO Information Systems, Portugal
Projects

Grant

Designation Funders
2021/07/08 - 2022/12/31 Projeto POCI-01-0247-FEDER-041435 (SP2-99)
Projeto POCI-01-0247-FEDER-041435 (SP2-99)
Master Student Fellow
Universidade do Porto Faculdade de Ciências, Portugal
Concluded
Outputs

Publications

Book chapter
  1. Alberto Gomes Pinheira; Manuel Casal-Guisande; Alberto Comesaña-Campos; Inês Dutra; Camila Nascimento; Jorge Cerqueiro-Pequeño. "Proposal and Definition of a Novel Intelligent System for the Diagnosis of Bipolar Disorder Based on the Use of Quick Response Codes Containing Single Nucleotide Polymorphism Data". 2024.
    10.1007/978-981-97-1814-6_23
  2. Alberto Pinheira; Rodrigo Dias; Camila Nascimento; Inês Dutra. "Characterizing Bipolar Disorder-Associated Single Nucleotide Polymorphisms in a Large British Cohort Using Association Rules". 219-231. Springer International Publishing, 2020.
    10.1007/978-3-030-63061-4_20
Journal article
  1. Julia López-Canay; Manuel Casal-Guisande; Alberto Pinheira; Rafael Golpe; Alberto Comesaña-Campos; Alberto Fernández-García; Cristina Represas-Represas; Alberto Fernández-Villar. "Predicting COPD Readmission: An Intelligent Clinical Decision Support System". Diagnostics (2025): https://doi.org/10.3390/diagnostics15030318.
    10.3390/diagnostics15030318
  2. João N. D. Fernandes; Vitor E. M. Cardoso; Alberto Comesaña-Campos; Alberto Pinheira. "Comprehensive Review: Machine and Deep Learning in Brain Stroke Diagnosis". Sensors (2024): https://doi.org/10.3390/s24134355.
    10.3390/s24134355
Report
  1. Alberto Gomes Pinheira. 2019. Genetic Analysis of Patients with Bipolar Disorder. https://hdl.handle.net/10216/121561.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/10/25 Proposal and Definition of a Novel Intelligent System for the Diagnosis of Bipolar Disorder based on the use of Quick Response codes containing Single Nucleotide Polymorphism data The Eleventh International Conference on Technological Ecosystems for Enhancing Multiculturality
Instituto Politécnico de Bragança (Bragança, Portugal)
2023/10 Proposal and Definition of a Novel Intelligent System for the Diagnosis of Bipolar Disorder based on the use of Quick Response codes containing Single Nucleotide Polymorphism data 40 Seminario de Ingeniería Hospitalaria
Eurocongres (A Coruna , Spain)
2021/10/09 Interpretable Models using Machine Learning algorithms to distinguish mental disorders Data Science and Advanced Analytics (DSAA)
Universidade do Porto - Faculdade de Ciências (Porto, Portugal)
2021/10/01 Interpretable Models using Machine Learning algorithms to distinguish mental disorders. EUGLOH CONFERENCE : GLOBAL HEALTH IN HUMANITIES AND SOCIAL SCIENCES
Université Paris-Sacay (Paris, France)
2019/09/05 Characterizing Bipolar Disorder-Associated Single Nucleotide Polymorphisms in a Large British Cohort Using Association Rules 16th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics
University of Bergamo, Italy. (Bergamo, Italy)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2021/07/05 - 2021/07/09 This summer school included various talks in the following areas: neuroimaging, psychiatric epidemiology, genetics and epigenetics, high-throughput sequencing, manipulation of stem cells, phenotypic assessments, ethics in genetic research. It also included workshops on scientific careers and academic fellowships.
Workshop
Summer School
MRC Centre for Neuropsychiatric Genetics and Genomics, United Kingdom

Jury of academic degree

Topic
Role
Candidate name (Type of degree)
Institution / Organization
2025/02/06 Image Qr code Extractor
Supervisor
ALEXANDRE PAULO NUNES COSME (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2025/02/06 Prediction of Production Deviations and Anomaly Detection in Photovoltaic Strings Using LSTM Neural Networks
Supervisor
JOÃO MANUEL REIS SILVA (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2025/02/04 Retrieval Augmented Generation based Chatbot
(Thesis) Main arguer
JOANA SOFIA MOUTINHO PERPÉTUO (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2025/02/03 Otimização de Código JavaScript do Site Corporativo
President of the jury
JOSÉ PEDRO CASEIRA CASTANHO (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/09/25 Application of Adaptive neuro fuzzy inference system (ANFIS) to classify subjects with type 2 diabetes using cerebral vasoregulation data
Supervisor
JOÃO ANDRÉ MORAIS GOMES DOS SANTOS (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/09/25 MEO Remote iOS
Supervisor
ALFREDO SIMÃO LOPES GOMES (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/07/22 Plataforma E-Learning
Supervisor
PEDRO MIGUEL RIBEIRO ALVES (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/07/19 Developing an Intelligent System for Classification of Elderly Subjects with Stroke Using Cerebral Vasoregulation Data
Supervisor
JOÃO NUNO DUARTE FERNANDES (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/07/02 Módulo de Gestão de Informação de Produto para Negócio de Retalho
(Thesis) Main arguer
GUILHERME BARBOSA DE SOUSA (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/06/27 Supporting the Assessment of Energy Efficient Vehicular Automated Systems by leveraging Distributed Perception.
President of the jury
LUÍS FILIPE DA SILVA RIBEIRO (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Conference scientific committee

Conference name Conference host
2022/03/01 - 2022/03/01 20th International Conference on Artificial Intelligence in Medicine Dalhousie University, Nova Scotia, Canada

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022/03/01 - 2024/07/31 Paradigmas da Programação Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/10/04 - 2022/02/28 Algoritmia e Programação - APROG Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal