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
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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: 1379
22 Team MembersFilters -> Year: 2025
21
TITLE: In-context learning of evolving data streams with tabular foundational models
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.16840
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.16840
INDEXED IN: 
DBLP
DBLP22
TITLE: Innovation in Geriatric Care: An AI Assistant with LLM Integration Based on Health Guidelines
AUTHORS: Juliana Basulo Ribeiro; Nádia C G Matos; Sabrina Magalhães Araujo; Nuno Capela; Bischoff, F.; Leonor Teixeira; Ricardo Cruz Correia ;
PUBLISHED: 2025, SOURCE: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2025 - Volume 2: HEALTHINF, Porto, Portugal, February 20-22, 2025., PAGES: 361-371
AUTHORS: Juliana Basulo Ribeiro; Nádia C G Matos; Sabrina Magalhães Araujo; Nuno Capela; Bischoff, F.; Leonor Teixeira; Ricardo Cruz Correia ;
PUBLISHED: 2025, SOURCE: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2025 - Volume 2: HEALTHINF, Porto, Portugal, February 20-22, 2025., PAGES: 361-371
INDEXED IN: DBLP
DBLP23
TITLE: Interpretable Rules for Online Failure Prediction: A Case Study on the Metro do Porto dataset
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
INDEXED IN: DBLP
DBLP24
25
TITLE: mdatagen: A python library for the artificial generation of missing data Full Text
AUTHORS: Mangussi, Arthur Dantas; Santos, Miriam Seoane ; Lopes, Filipe Loyola; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 625, PAGES: 129478
AUTHORS: Mangussi, Arthur Dantas; Santos, Miriam Seoane ; Lopes, Filipe Loyola; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 625, PAGES: 129478
26
TITLE: Modelling Concept Drift in Dynamic Data Streams for Recommender Systems
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2, PAGES: 24:1-24:28
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2, PAGES: 24:1-24:28
27
TITLE: Network-Based Anomaly Detection in Waste Transportation Data
AUTHORS: Shaji, Nirbhaya; Tabassum, Shazia ; Ribeiro, Rita P. ; Gama, Joao ; Santana, Pedro; Garcia, Ana;
PUBLISHED: 2025, SOURCE: 13th International Conference on Complex Networks and their Applications-COMPLEX NETWORKS-Annual in COMPLEX NETWORKS & THEIR APPLICATIONS XIII, COMPLEX NETWORKS 2024, VOL 1, VOLUME: 1187, PAGES: 273-284
AUTHORS: Shaji, Nirbhaya; Tabassum, Shazia ; Ribeiro, Rita P. ; Gama, Joao ; Santana, Pedro; Garcia, Ana;
PUBLISHED: 2025, SOURCE: 13th International Conference on Complex Networks and their Applications-COMPLEX NETWORKS-Annual in COMPLEX NETWORKS & THEIR APPLICATIONS XIII, COMPLEX NETWORKS 2024, VOL 1, VOLUME: 1187, PAGES: 273-284
28
TITLE: OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates Discovery
AUTHORS: Chongsheng Zhang; Shuwen Wu; Yingqi Chen; Matthias Aßenmacher; Christian Heumann; Yi Men; Gaojuan Fan; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.03836
AUTHORS: Chongsheng Zhang; Shuwen Wu; Yingqi Chen; Matthias Aßenmacher; Christian Heumann; Yi Men; Gaojuan Fan; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.03836
INDEXED IN: DBLP
DBLP29
TITLE: On-device edge learning for IoT data streams: a survey
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
INDEXED IN: DBLP
DBLP30
TITLE: One-Class Learning for Data Stream Through Graph Neural Networks
AUTHORS: Silva Golo, Marcos Paulo; Gama, Joao ; Marcacini, Ricardo Marcondes;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT IV, VOLUME: 15415, PAGES: 61-75
AUTHORS: Silva Golo, Marcos Paulo; Gama, Joao ; Marcacini, Ricardo Marcondes;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT IV, VOLUME: 15415, PAGES: 61-75
31
TITLE: Online Learning from Capricious Data streams with Flexible Hoeffding Tree
AUTHORS: Zhao, Ruirui; Sun, Jianbin; Gama, Joao ; Jiang, Jiang;
PUBLISHED: 2025, SOURCE: 40th Symposium on Applied Computing-SAC in 40TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, PAGES: 465-467
AUTHORS: Zhao, Ruirui; Sun, Jianbin; Gama, Joao ; Jiang, Jiang;
PUBLISHED: 2025, SOURCE: 40th Symposium on Applied Computing-SAC in 40TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, PAGES: 465-467
32
TITLE: Online learning from drifting capricious data streams with flexible Hoeffding tree
AUTHORS: Zhao, Ruirui; You, Yaqian; Sun, Jianbin; Gama, Joao ; Jiang, Jiang;
PUBLISHED: 2025, SOURCE: INFORMATION PROCESSING & MANAGEMENT, VOLUME: 62, ISSUE: 6, PAGES: 104221
AUTHORS: Zhao, Ruirui; You, Yaqian; Sun, Jianbin; Gama, Joao ; Jiang, Jiang;
PUBLISHED: 2025, SOURCE: INFORMATION PROCESSING & MANAGEMENT, VOLUME: 62, ISSUE: 6, PAGES: 104221
33
TITLE: Personalizing Industrial Maintenance Operation Using the Model of Hierarchical Complexity
AUTHORS: Raposo, Goncalo; Araujo, Nuno; Parente, Marco; Lopes, Antonio M. ; Santos, Adriano ; Pereira, Filipe ; Leite, Sofia; Antonio Ramos Silva ;
PUBLISHED: 2025, SOURCE: JOURNAL OF MANUFACTURING AND MATERIALS PROCESSING, VOLUME: 9, ISSUE: 4, PAGES: 132
AUTHORS: Raposo, Goncalo; Araujo, Nuno; Parente, Marco; Lopes, Antonio M. ; Santos, Adriano ; Pereira, Filipe ; Leite, Sofia; Antonio Ramos Silva ;
PUBLISHED: 2025, SOURCE: JOURNAL OF MANUFACTURING AND MATERIALS PROCESSING, VOLUME: 9, ISSUE: 4, PAGES: 132
34
TITLE: Pycol: A Python package for dataset complexity measures
AUTHORS: Diogo Apóstolo; Miriam Seoane Santos; Ana Carolina Lorena; Pedro Henriques Abreu ;
PUBLISHED: 2025, SOURCE: Neurocomputing, VOLUME: 640, PAGES: 130311
AUTHORS: Diogo Apóstolo; Miriam Seoane Santos; Ana Carolina Lorena; Pedro Henriques Abreu ;
PUBLISHED: 2025, SOURCE: Neurocomputing, VOLUME: 640, PAGES: 130311
INDEXED IN: DBLP
DBLP35
TITLE: Reparameterization convolutional neural networks for handling imbalanced datasets in solar panel fault classification
AUTHORS: Jielong Guo; Chak Fong Chong; Pedro Henriques Abreu ; Chao Mao; Jiaxuan Li; Chan Tong Lam; Benjamin K Ng;
PUBLISHED: 2025, SOURCE: Eng. Appl. Artif. Intell., VOLUME: 150, PAGES: 110541
AUTHORS: Jielong Guo; Chak Fong Chong; Pedro Henriques Abreu ; Chao Mao; Jiaxuan Li; Chan Tong Lam; Benjamin K Ng;
PUBLISHED: 2025, SOURCE: Eng. Appl. Artif. Intell., VOLUME: 150, PAGES: 110541
36
TITLE: The role of cardiovascular response as a predictor of neurologic disability in children with brain injury - a pilot study Full Text
AUTHORS: Silva, Marta Joao ; Goncalves, Hernani ; Almeida, Rute ; Dias, Claudia Camila; Almeida, Ana Isabel; Rocha, Ana Paula ; Granja, Cristina; Baptista, Maria Joao; Azevedo, Ines;
PUBLISHED: 2025, SOURCE: EUROPEAN JOURNAL OF PAEDIATRIC NEUROLOGY, VOLUME: 56, PAGES: 38-45
AUTHORS: Silva, Marta Joao ; Goncalves, Hernani ; Almeida, Rute ; Dias, Claudia Camila; Almeida, Ana Isabel; Rocha, Ana Paula ; Granja, Cristina; Baptista, Maria Joao; Azevedo, Ines;
PUBLISHED: 2025, SOURCE: EUROPEAN JOURNAL OF PAEDIATRIC NEUROLOGY, VOLUME: 56, PAGES: 38-45
37
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
DBLP38
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
39
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
DBLP40
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: 
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