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
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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: 1388
22 Team MembersFilters -> Year: 2025
1
TITLE: A comparative analysis of unsupervised machine-learning methods in PSG-related phenotyping
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Ferreira Santos, Daniela ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2025, SOURCE: JOURNAL OF SLEEP RESEARCH, VOLUME: 34, ISSUE: 3
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Ferreira Santos, Daniela ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2025, SOURCE: JOURNAL OF SLEEP RESEARCH, VOLUME: 34, ISSUE: 3
2
TITLE: A Deep Learning Framework for Medium-Term Covariance Forecasting in Multi-Asset Portfolios
AUTHORS: Pedro Reis; Ana Paula Serra; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.01581
AUTHORS: Pedro Reis; Ana Paula Serra; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.01581
INDEXED IN: 
DBLP
DBLP3
TITLE: A Label Propagation Approach for Missing Data Imputation
AUTHORS: Filipe Loyola Lopes; Arthur Dantas Mangussi; Ricardo Cardoso Pereira; Miriam Seoane Santos ; Pedro Henriques Abreu ; Ana Carolina Lorena;
PUBLISHED: 2025, SOURCE: IEEE Access, VOLUME: 13, PAGES: 65925-65938
AUTHORS: Filipe Loyola Lopes; Arthur Dantas Mangussi; Ricardo Cardoso Pereira; Miriam Seoane Santos ; Pedro Henriques Abreu ; Ana Carolina Lorena;
PUBLISHED: 2025, SOURCE: IEEE Access, VOLUME: 13, PAGES: 65925-65938
4
TITLE: A Systematic Review on Long-Tailed Learning
AUTHORS: Chongsheng Zhang; George Almpanidis; Gaojuan Fan; Binquan Deng; Yanbo Zhang; Ji Liu; Aouaidjia Kamel; Paolo Soda; João Gama ;
PUBLISHED: 2025, SOURCE: IEEE Trans. Neural Networks Learn. Syst., VOLUME: 36, ISSUE: 8, PAGES: 13670-13690
AUTHORS: Chongsheng Zhang; George Almpanidis; Gaojuan Fan; Binquan Deng; Yanbo Zhang; Ji Liu; Aouaidjia Kamel; Paolo Soda; João Gama ;
PUBLISHED: 2025, SOURCE: IEEE Trans. Neural Networks Learn. Syst., VOLUME: 36, ISSUE: 8, PAGES: 13670-13690
5
TITLE: Adverse childhood experiences and health outcomes: a 20-year real-world study
AUTHORS: Martins, Barbara; Taveira Gomes, Tiago; Gomes, Joana Costa; Vidal Alves, Maria Joao ; Magalhaes, Teresa ;
PUBLISHED: 2025, SOURCE: FRONTIERS IN MEDICINE, VOLUME: 11
AUTHORS: Martins, Barbara; Taveira Gomes, Tiago; Gomes, Joana Costa; Vidal Alves, Maria Joao ; Magalhaes, Teresa ;
PUBLISHED: 2025, SOURCE: FRONTIERS IN MEDICINE, VOLUME: 11
6
TITLE: Anomaly Detection and Root Cause Analysis in Cloud-Native Environments Using Large Language Models and Bayesian Networks
AUTHORS: Pedroso, Diego Frazatto; Almeida, Luis; Pulcinelli, Lucas Eduardo Gulka; Aisawa, William Akihiro Alves; Dutra, Ines ; Bruschi, Sarita Mazzini;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 77550-77564
AUTHORS: Pedroso, Diego Frazatto; Almeida, Luis; Pulcinelli, Lucas Eduardo Gulka; Aisawa, William Akihiro Alves; Dutra, Ines ; Bruschi, Sarita Mazzini;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13, PAGES: 77550-77564
7
TITLE: Anomaly Detection in Pet Behavioural Data
AUTHORS: Silva, Ines; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 137-153
AUTHORS: Silva, Ines; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 137-153
INDEXED IN: 
Scopus 
WOS DBLP
Scopus WOS DBLP8
TITLE: Assessing Adversarial Effects of Noise in Missing Data Imputation
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Abreu, Pedro Henriques ; Lorena, Ana Carolina;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT I, VOLUME: 15412, PAGES: 200-214
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Abreu, Pedro Henriques ; Lorena, Ana Carolina;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT I, VOLUME: 15412, PAGES: 200-214
9
TITLE: Automating Data Extraction from PDF Sleep Reports Using Data Mining Techniques
AUTHORS: Fábio Teixeira; João Costa; Pedro Amorim; Nuno Guimarães ; Daniela Ferreira Santos ;
PUBLISHED: 2025, SOURCE: Studies in health technology and informatics, VOLUME: 327, PAGES: 898-899
AUTHORS: Fábio Teixeira; João Costa; Pedro Amorim; Nuno Guimarães ; Daniela Ferreira Santos ;
PUBLISHED: 2025, SOURCE: Studies in health technology and informatics, VOLUME: 327, PAGES: 898-899
INDEXED IN: Scopus 
CrossRef
Scopus CrossRef10
TITLE: Barcoding the Caatinga biome bees: a practical review
AUTHORS: Rodrigues, Pedro; Teixeira, Claudia; Guimaraes, Laura ; Ferreira, Nuno G. C.;
PUBLISHED: 2025, SOURCE: MOLECULAR BIOLOGY REPORTS, VOLUME: 52, ISSUE: 1
AUTHORS: Rodrigues, Pedro; Teixeira, Claudia; Guimaraes, Laura ; Ferreira, Nuno G. C.;
PUBLISHED: 2025, SOURCE: MOLECULAR BIOLOGY REPORTS, VOLUME: 52, ISSUE: 1
11
TITLE: Clinical Annotation and Medical Image Anonymization for AI Model Training in Lung Cancer Detection
AUTHORS: Ana M Freire; Eduardo M Rodrigues; Joana Sousa; Margarida Gouveia ; Daniela Ferreira Santos; Tânia Pereira; Hélder P Oliveira ; Pedro Sousa; Ana Catarina Silva; Maria Sofia Fernandes; Venceslau Hespanhol; Jorge Araújo;
PUBLISHED: 2025, SOURCE: Universal Access in Human-Computer Interaction - 19th International Conference, UAHCI 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Gothenburg, Sweden, June 22-27, 2025, Proceedings, Part I, VOLUME: 15780, PAGES: 309-325
AUTHORS: Ana M Freire; Eduardo M Rodrigues; Joana Sousa; Margarida Gouveia ; Daniela Ferreira Santos; Tânia Pereira; Hélder P Oliveira ; Pedro Sousa; Ana Catarina Silva; Maria Sofia Fernandes; Venceslau Hespanhol; Jorge Araújo;
PUBLISHED: 2025, SOURCE: Universal Access in Human-Computer Interaction - 19th International Conference, UAHCI 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Gothenburg, Sweden, June 22-27, 2025, Proceedings, Part I, VOLUME: 15780, PAGES: 309-325
12
TITLE: Data Science for Fighting Environmental Crime
AUTHORS: Barbosa, Marta; Ribeiro, Carolina; Gomes, Filipe; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 181-196
AUTHORS: Barbosa, Marta; Ribeiro, Carolina; Gomes, Filipe; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 181-196
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP13
TITLE: Data Science: Foundations and Applications - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, Australia, June 10-13, 2025, Proceedings, Part VII
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (7), VOLUME: 15876
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (7), VOLUME: 15876
INDEXED IN: DBLP
DBLP14
TITLE: Data Science: Foundations and Applications - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part VI
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (6), VOLUME: 15875
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (6), VOLUME: 15875
INDEXED IN: DBLP
DBLP15
TITLE: Decision-making systems improvement based on explainable artificial intelligence approaches for predictive maintenance Full Text
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
16
TITLE: DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
INDEXED IN: DBLP
DBLP17
TITLE: Discovering user groups of active modes of transport in urban centers using clustering methods
AUTHORS: Felicio, Soraia; Hora, Joana ; Ferreira, Marta Campos ; Sobral, Thiago; Camacho, Rui ; Galvao, Teresa;
PUBLISHED: 2025, SOURCE: JOURNAL OF TRANSPORT & HEALTH, VOLUME: 44, PAGES: 102125
AUTHORS: Felicio, Soraia; Hora, Joana ; Ferreira, Marta Campos ; Sobral, Thiago; Camacho, Rui ; Galvao, Teresa;
PUBLISHED: 2025, SOURCE: JOURNAL OF TRANSPORT & HEALTH, VOLUME: 44, PAGES: 102125
18
TITLE: Early Failure Detection for Air Production Unit in Metro Trains
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
19
TITLE: Efficient Instance Selection in Tree-Based Models for Data Streams Classification
AUTHORS: Paim, Aldo Marcelo; Gama, Joao ; Veloso, Bruno ; Enembreck, Fabricio; Ribeiro, Rita P. ;
PUBLISHED: 2025, SOURCE: 40th Symposium on Applied Computing-SAC in 40TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, PAGES: 448-455
AUTHORS: Paim, Aldo Marcelo; Gama, Joao ; Veloso, Bruno ; Enembreck, Fabricio; Ribeiro, Rita P. ;
PUBLISHED: 2025, SOURCE: 40th Symposium on Applied Computing-SAC in 40TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, PAGES: 448-455
20
TITLE: Emotion-Enhanced Pain Assessment Protocol
AUTHORS: Alves, Bruna; Almeida, Ana; Silva, Catarina; Pais, Daniela; Ribeiro, Rita P. ; Gama, Joao ; Fernandes, Jose Maria; Bras, Susana ; Sebastiao, Raquel;
PUBLISHED: 2025, SOURCE: 3rd International Conference on Human and Artificial Rationalities-HAR-Annual in HUMAN AND ARTIFICIAL RATIONALITIES. ADVANCES IN COGNITION, COMPUTATION, AND CONSCIOUSNESS, HAR 2024, VOLUME: 15504, PAGES: 385-400
AUTHORS: Alves, Bruna; Almeida, Ana; Silva, Catarina; Pais, Daniela; Ribeiro, Rita P. ; Gama, Joao ; Fernandes, Jose Maria; Bras, Susana ; Sebastiao, Raquel;
PUBLISHED: 2025, SOURCE: 3rd International Conference on Human and Artificial Rationalities-HAR-Annual in HUMAN AND ARTIFICIAL RATIONALITIES. ADVANCES IN COGNITION, COMPUTATION, AND CONSCIOUSNESS, HAR 2024, VOLUME: 15504, PAGES: 385-400
