Artificial Intelligence for Health Care (AI4Health)
Center for Health Technology and Services Research (CINTESIS) :: Health Data and Decision Sciences & Information Technologies
AuthID: I-000-B66
Publications Actions
Publications at Authenticus Institutional Profile
An Authenticus institution (group) is an organization which consists of a set of researchers (institutional/group team). The set of researchers depends on the organizational structure of the institution per year and can be set at the institution profile, under ‘Researchers’ interface. Based on the institutional team we produce listings of publications, statistics and institutional reports.
Publications displayed at an Authenticus institutional profile depend on two parameters:
- Researchers team associated with the institution per year.
- Publications source type.
We define 3 types of publication sources:
- Validated by team members - includes all publications validated by team members. Requires the definition of the institutional team.
- All published by team members - includes all publications validated by the institution team members plus all not-validated (only identified) publications. Requires the definition of the institutional team.
- Affiliation Based - includes publications that have the institution/group in the publication affiliation. Does not require institutional team, but at the same time does not guarantee that all publications will be listed.
External
Internal
No data about last update.
Rules:
This actions updates publications citations of every team member.
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
No data about last update.
Rules:
This actions updates all pre print publications of the group/institution.
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Publications Count: 1391
22 Team MembersFilters -> Year: 2026
81
TITLE: The Role of Deep Learning in Financial Asset Management: A Systematic Review
AUTHORS: Pedro Reis; Ana Paula Serra; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.01591
AUTHORS: Pedro Reis; Ana Paula Serra; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.01591
INDEXED IN: 
DBLP
DBLP82
TITLE: The Role of Deep Learning in Medical Image Inpainting: A Systematic Review
AUTHORS: Santos, Joana Cristo; Alexandre, Hugo Tomas Pereira; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE, VOLUME: 6, ISSUE: 3, PAGES: 30:1-30:24
AUTHORS: Santos, Joana Cristo; Alexandre, Hugo Tomas Pereira; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE, VOLUME: 6, ISSUE: 3, PAGES: 30:1-30:24
83
TITLE: Unsupervised machine learning in sleep research: a scoping review
AUTHORS: Biedebach, Luka; Ferreira Santos, Daniela ; Stefanos, Marie Ange; Lindhagen, Alva; Pires, Gabriel Natan; Arnardottir, Erna Sif; Islind, Anna Sigridur;
PUBLISHED: 2025, SOURCE: SLEEP, VOLUME: 48, ISSUE: 11
AUTHORS: Biedebach, Luka; Ferreira Santos, Daniela ; Stefanos, Marie Ange; Lindhagen, Alva; Pires, Gabriel Natan; Arnardottir, Erna Sif; Islind, Anna Sigridur;
PUBLISHED: 2025, SOURCE: SLEEP, VOLUME: 48, ISSUE: 11
84
TITLE: Unveiling Fairness and Performance of Causal Discovery
AUTHORS: Sónia Teixeira ; Ana Rita Nogueira ; João Gama ;
PUBLISHED: 2025, SOURCE: DSAA, PAGES: 1-10
AUTHORS: Sónia Teixeira ; Ana Rita Nogueira ; João Gama ;
PUBLISHED: 2025, SOURCE: DSAA, PAGES: 1-10
85
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTHORS: Salazar, Teresa; Gama, Joao ; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: abs/2402.07586, PAGES: 1-15
AUTHORS: Salazar, Teresa; Gama, Joao ; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: abs/2402.07586, PAGES: 1-15
86
TITLE: “Counting zzz’s” exploring and evaluating sleep apps across mobile platforms: scoping review (Preprint)
AUTHORS: Maria Inês Araújo; Daniela Ferreira-Santos ;
PUBLISHED: 2025
AUTHORS: Maria Inês Araújo; Daniela Ferreira-Santos ;
PUBLISHED: 2025
INDEXED IN: 
CrossRef
CrossRef87
TITLE: A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance
AUTHORS: João Gama ; Rita P Ribeiro ; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
AUTHORS: João Gama ; Rita P Ribeiro ; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
INDEXED IN: DBLP
DBLP88
TITLE: A new automated method to define clinically relevant pediatric sleep apnea phenotype Full Text
AUTHORS: Camacho, Karla Margarita Cordero; Gomez Pilar, Javier; Pereira Rodrigues, Pedro; Ferreira Santos, Daniela ; Durante, Claudia Beigveder; Albi, Tomas Ruiz; Alvarez, Daniel Gonzalez; Gozal, David; Gutierrez Tobal, Gonzalo C.; Hornero, Roberto; Del Campo, Felix;
PUBLISHED: 2024, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 64
AUTHORS: Camacho, Karla Margarita Cordero; Gomez Pilar, Javier; Pereira Rodrigues, Pedro; Ferreira Santos, Daniela ; Durante, Claudia Beigveder; Albi, Tomas Ruiz; Alvarez, Daniel Gonzalez; Gozal, David; Gutierrez Tobal, Gonzalo C.; Hornero, Roberto; Del Campo, Felix;
PUBLISHED: 2024, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 64
INDEXED IN: 
WOS CrossRef
WOS CrossRef89
TITLE: A Perspective on the Missing at Random Problem: Synthetic Generation and Benchmark Analysis
AUTHORS: Cabrera Sanchez, Juan Francisco; Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Silva Ramirez, Esther Lydia;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 162399-162411
AUTHORS: Cabrera Sanchez, Juan Francisco; Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Silva Ramirez, Esther Lydia;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 162399-162411
90
TITLE: A Perspective on the Missing at Random Problem: Synthetic Generation and Benchmark Analysis
AUTHORS: Juan Francisco Cabrera Sánchez; Ricardo Cardoso Pereira; Pedro Henriques Abreu ; Esther Lydia Silva Ramírez;
PUBLISHED: 2024, SOURCE: IEEE Access, VOLUME: 12, PAGES: 162399-162411
AUTHORS: Juan Francisco Cabrera Sánchez; Ricardo Cardoso Pereira; Pedro Henriques Abreu ; Esther Lydia Silva Ramírez;
PUBLISHED: 2024, SOURCE: IEEE Access, VOLUME: 12, PAGES: 162399-162411
INDEXED IN: DBLP
DBLP91
TITLE: A randomized controlled trial to assess the impact of psychoeducation on the quality of life of parents with children with congenital heart defects-Quantitative component Full Text
AUTHORS: Rodrigues, Marisa Garcia ; Rodrigues, Jose Daniel ; Moreira, Jorge Antunes; Clemente, Fatima; Dias, Claudia Camila ; Azevedo, Luis Filipe ; Rodrigues, Pedro Pereira ; Areias, Jose Carlos ; Areias, Maria Emilia ;
PUBLISHED: 2024, SOURCE: CHILD CARE HEALTH AND DEVELOPMENT, VOLUME: 50, ISSUE: 1
AUTHORS: Rodrigues, Marisa Garcia ; Rodrigues, Jose Daniel ; Moreira, Jorge Antunes; Clemente, Fatima; Dias, Claudia Camila ; Azevedo, Luis Filipe ; Rodrigues, Pedro Pereira ; Areias, Jose Carlos ; Areias, Maria Emilia ;
PUBLISHED: 2024, SOURCE: CHILD CARE HEALTH AND DEVELOPMENT, VOLUME: 50, ISSUE: 1
92
TITLE: A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future Research
AUTHORS: Teresa Salazar; Helder Araújo; Alberto Cano; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.03855, ISSUE: 2
AUTHORS: Teresa Salazar; Helder Araújo; Alberto Cano; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.03855, ISSUE: 2
INDEXED IN: 
Scopus DBLP
Scopus DBLP93
TITLE: Achieving rapid and significant results in healthcare services by using the theory of constraints
AUTHORS: Bacelar Silva, Gustavo M. ; Cox, James F. I. I. I. I. I. I.; Rodrigues, Pedro ;
PUBLISHED: 2024, SOURCE: HEALTH SYSTEMS, VOLUME: 13, ISSUE: 1, PAGES: 48-61
AUTHORS: Bacelar Silva, Gustavo M. ; Cox, James F. I. I. I. I. I. I.; Rodrigues, Pedro ;
PUBLISHED: 2024, SOURCE: HEALTH SYSTEMS, VOLUME: 13, ISSUE: 1, PAGES: 48-61
94
TITLE: Aequitas Flow: Streamlining Fair ML Experimentation
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
INDEXED IN: DBLP
DBLP95
TITLE: AI's effect on innovation capacity in the context of industry 5.0: a scoping review Full Text
AUTHORS: Becue, Adrien; Gama, Joao ; Brito, Pedro Quelhas ;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 57, ISSUE: 8, PAGES: 215
AUTHORS: Becue, Adrien; Gama, Joao ; Brito, Pedro Quelhas ;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 57, ISSUE: 8, PAGES: 215
96
TITLE: An Interpretable Human-in-the-Loop Process to Improve Medical Image Classification
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641, PAGES: 179-190
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641, PAGES: 179-190
97
TITLE: Anonymised Phone Call Dataset for Anomaly Detection
AUTHORS: Bruno Veloso ; Carlos Martins; Raphael Espanha; Paula Raissa Silva; Raul Azevedo; João Gama ;
PUBLISHED: 2024
AUTHORS: Bruno Veloso ; Carlos Martins; Raphael Espanha; Paula Raissa Silva; Raul Azevedo; João Gama ;
PUBLISHED: 2024
INDEXED IN: DBLP
DBLP98
TITLE: AnyMApp for Online Usability Testing: The Use-Case of Inspirers-HTN
AUTHORS: Joana Muchagata; Bischoff, F. ; Rute Almeida ; Luís Nogueira Silva ; Ricardo Cruz Correia ; Ana Ferreira ;
PUBLISHED: 2024, SOURCE: 25th International Conference on Human-Computer Interaction, HCII 2023 in Communications in Computer and Information Science, VOLUME: 1958 CCIS, PAGES: 503-510
AUTHORS: Joana Muchagata; Bischoff, F. ; Rute Almeida ; Luís Nogueira Silva ; Ricardo Cruz Correia ; Ana Ferreira ;
PUBLISHED: 2024, SOURCE: 25th International Conference on Human-Computer Interaction, HCII 2023 in Communications in Computer and Information Science, VOLUME: 1958 CCIS, PAGES: 503-510
INDEXED IN: Scopus CrossRef
Scopus CrossRef99
TITLE: Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey
AUTHORS: Jakub Jakubowski; Natalia Wojak Strzelecka; Rita P Ribeiro ; Sepideh Pashami; Szymon Bobek; João Gama ; Grzegorz J Nalepa;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.12785
AUTHORS: Jakub Jakubowski; Natalia Wojak Strzelecka; Rita P Ribeiro ; Sepideh Pashami; Szymon Bobek; João Gama ; Grzegorz J Nalepa;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.12785
INDEXED IN: DBLP
DBLP100
TITLE: Call for Papers: Data Generation in Healthcare Environments Full Text
AUTHORS: Pereira, Ricardo Cardoso; Rodrigues, Pedro Pereira; Moreira, Irina Sousa; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 159, PAGES: 104742
AUTHORS: Pereira, Ricardo Cardoso; Rodrigues, Pedro Pereira; Moreira, Irina Sousa; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 159, PAGES: 104742
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP