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: 1330
22 Team MembersFilters -> Year: 2025
261
TITLE: Data stream analysis: Foundations, major tasks and tools Full Text
AUTHORS: Bahri, M; Bifet, A; Gama, J ; Gomes, HM; Maniu, S;
PUBLISHED: 2021, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 11, ISSUE: 3
AUTHORS: Bahri, M; Bifet, A; Gama, J ; Gomes, HM; Maniu, S;
PUBLISHED: 2021, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 11, ISSUE: 3
262
TITLE: Determinantes do Tempo de Sobrevivência do Metotrexato na Psoríase: Análise Retrospetiva de 10 Anos do Registo DERMA.PT
AUTHORS: Nuno Gomes; Camila Dias ; Filomena Azevedo; Sofia Magina;
PUBLISHED: 2021, SOURCE: Journal of the Portuguese Society of Dermatology and Venereology, VOLUME: 79, ISSUE: 4, PAGES: 329-337
AUTHORS: Nuno Gomes; Camila Dias ; Filomena Azevedo; Sofia Magina;
PUBLISHED: 2021, SOURCE: Journal of the Portuguese Society of Dermatology and Venereology, VOLUME: 79, ISSUE: 4, PAGES: 329-337
INDEXED IN: 
CrossRef
CrossRef263
TITLE: Dynamic Topic Modeling Using Social Network Analytics
AUTHORS: Tabassum, Shazia ; Gama, Joao ; Azevedo, Paulo; Teixeira, Luis; Martins, Carlos; Martins, Andre;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 498-509
AUTHORS: Tabassum, Shazia ; Gama, Joao ; Azevedo, Paulo; Teixeira, Luis; Martins, Carlos; Martins, Andre;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 498-509
264
TITLE: Endothelial Dysfunction Is Associated with Cerebrovascular Events in Pre-Dialysis CKD Patients: A Prospective Study Full Text
AUTHORS: Cerqueira, A; Quelhas-Santos Janete ; Sampaio, S ; Ferreira, I ; Relvas, M; Marques, N; Dias, CC ; Pestana, M ;
PUBLISHED: 2021, SOURCE: LIFE-BASEL, VOLUME: 11, ISSUE: 2, PAGES: 1-13
AUTHORS: Cerqueira, A; Quelhas-Santos Janete ; Sampaio, S ; Ferreira, I ; Relvas, M; Marques, N; Dias, CC ; Pestana, M ;
PUBLISHED: 2021, SOURCE: LIFE-BASEL, VOLUME: 11, ISSUE: 2, PAGES: 1-13
265
TITLE: Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and Validation
AUTHORS: Daniela Ferreira Santos ; Rodrigues, PP ;
PUBLISHED: 2021, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 9, ISSUE: 6
AUTHORS: Daniela Ferreira Santos ; Rodrigues, PP ;
PUBLISHED: 2021, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 9, ISSUE: 6
INDEXED IN: 
Scopus 
WOS 
Unpaywall
Scopus WOS Unpaywall266
TITLE: FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes
AUTHORS: Salazar, T; Santos, Miriam Seoane ; Araujo, H; Abreu, PH ;
PUBLISHED: 2021, SOURCE: IEEE ACCESS, VOLUME: 9, PAGES: 81370-81379
AUTHORS: Salazar, T; Santos, Miriam Seoane ; Araujo, H; Abreu, PH ;
PUBLISHED: 2021, SOURCE: IEEE ACCESS, VOLUME: 9, PAGES: 81370-81379
267
TITLE: FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes
AUTHORS: Teresa Salazar; Santos, Miriam Seoane ; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2021, SOURCE: IEEE Access, VOLUME: 9, PAGES: 81370-81379
AUTHORS: Teresa Salazar; Santos, Miriam Seoane ; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2021, SOURCE: IEEE Access, VOLUME: 9, PAGES: 81370-81379
INDEXED IN: 
DBLP
DBLP268
TITLE: Fecal Dipeptidyl Peptidase-4: An Emergent Biomarker in Inflammatory Bowel Disease Full Text
AUTHORS: Pinto Lopes, P; Melo, FJ ; Afonso, J; Pinto Lopes, R; Rocha, C; Melo, D; Macedo, G ; Dias, CC ; Carneiro, F ; Magro, F ;
PUBLISHED: 2021, SOURCE: CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, VOLUME: 12, ISSUE: 3
AUTHORS: Pinto Lopes, P; Melo, FJ ; Afonso, J; Pinto Lopes, R; Rocha, C; Melo, D; Macedo, G ; Dias, CC ; Carneiro, F ; Magro, F ;
PUBLISHED: 2021, SOURCE: CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, VOLUME: 12, ISSUE: 3
269
TITLE: Forecasting conditional extreme quantiles for wind energy Full Text
AUTHORS: Carla Goncalves ; Laura Cavalcante; Margarida Brito ; Ricardo J Bessa ; Joao Gama ;
PUBLISHED: 2021, SOURCE: ELECTRIC POWER SYSTEMS RESEARCH, VOLUME: 190, PAGES: 106636
AUTHORS: Carla Goncalves ; Laura Cavalcante; Margarida Brito ; Ricardo J Bessa ; Joao Gama ;
PUBLISHED: 2021, SOURCE: ELECTRIC POWER SYSTEMS RESEARCH, VOLUME: 190, PAGES: 106636
270
TITLE: GANs for Tabular Healthcare Data Generation: A Review on Utility and Privacy
AUTHORS: Coutinho Almeida, Joao; Rodrigues, Pedro Pereira ; Cruz Correia, Ricardo Joao ;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science (DS) in DISCOVERY SCIENCE (DS 2021), VOLUME: 12986, PAGES: 282-291
AUTHORS: Coutinho Almeida, Joao; Rodrigues, Pedro Pereira ; Cruz Correia, Ricardo Joao ;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science (DS) in DISCOVERY SCIENCE (DS 2021), VOLUME: 12986, PAGES: 282-291
271
TITLE: Generalised Partial Association in Causal Rules Discovery
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos ; Gama, Joao ; Pinto, Alberto ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 485-497
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos ; Gama, Joao ; Pinto, Alberto ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 485-497
272
TITLE: Histologic Features of Colon Biopsies (Geboes Score) Associated With Progression of Ulcerative Colitis for the First 36 Months After Biopsy
AUTHORS: Magro, F ; Alves, C; Lopes, J; Lopes, S ; de Sousa, HT; Cotter, J; da Silva, VM; Lago, P; Vieira, A; Brito, M ; Duarte, MAM; Portela, F; Silva, JP; Ministro, P; Arroja, B; Carvalho, L; Torres, J; Santiago, M; Estevinho, MM; Danese, S; ...More
PUBLISHED: 2021, SOURCE: CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, VOLUME: 19, ISSUE: 12, PAGES: 2567-+
AUTHORS: Magro, F ; Alves, C; Lopes, J; Lopes, S ; de Sousa, HT; Cotter, J; da Silva, VM; Lago, P; Vieira, A; Brito, M ; Duarte, MAM; Portela, F; Silva, JP; Ministro, P; Arroja, B; Carvalho, L; Torres, J; Santiago, M; Estevinho, MM; Danese, S; ...More
PUBLISHED: 2021, SOURCE: CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, VOLUME: 19, ISSUE: 12, PAGES: 2567-+
273
TITLE: How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2101.08758
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2101.08758
INDEXED IN: DBLP
DBLP274
TITLE: How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. An Application-grounded Evaluation of Post-hoc Explanations
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: 4th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2021 in FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, PAGES: 805-815
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: 4th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2021 in FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, PAGES: 805-815
275
TITLE: Hyper-parameter Optimization for Latent Spaces
AUTHORS: Veloso, B ; Caroprese, L; Konig, M; Teixeira, S ; Manco, G; Hoos, HH; Gama, J ;
PUBLISHED: 2021, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021: RESEARCH TRACK, PT III, VOLUME: 12977, PAGES: 249-264
AUTHORS: Veloso, B ; Caroprese, L; Konig, M; Teixeira, S ; Manco, G; Hoos, HH; Gama, J ;
PUBLISHED: 2021, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021: RESEARCH TRACK, PT III, VOLUME: 12977, PAGES: 249-264
276
TITLE: Hyperparameter self-tuning for data streams Full Text
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; Vinagre, J ;
PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76, PAGES: 75-86
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; Vinagre, J ;
PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76, PAGES: 75-86
277
TITLE: Identifying and Addressing the Underlying Core Problems in Healthcare Environments: An Illustration Using an Emergency Department Game Full Text
AUTHORS: Bacelar Silva, GM ; Cox, JF; Baptista, HR; Rodrigues, PP ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, VOLUME: 18, ISSUE: 19, PAGES: 10083
AUTHORS: Bacelar Silva, GM ; Cox, JF; Baptista, HR; Rodrigues, PP ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, VOLUME: 18, ISSUE: 19, PAGES: 10083
278
TITLE: Ileal Crohn's Disease Exhibits Similar Transmural Fibrosis Irrespective of Phenotype Full Text
AUTHORS: de Sousa, HT; Gullo, I ; Castelli, C; Dias, CC ; Rieder, F; Carneiro, F ; Magro, F;
PUBLISHED: 2021, SOURCE: CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, VOLUME: 12, ISSUE: 4
AUTHORS: de Sousa, HT; Gullo, I ; Castelli, C; Dias, CC ; Rieder, F; Carneiro, F ; Magro, F;
PUBLISHED: 2021, SOURCE: CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, VOLUME: 12, ISSUE: 4
279
TITLE: Improving Smart Waste Collection Using AutoML
AUTHORS: Teixeira, Sonia ; Londres, Guilherme; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, PT II, VOLUME: 1525, PAGES: 283-298
AUTHORS: Teixeira, Sonia ; Londres, Guilherme; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, PT II, VOLUME: 1525, PAGES: 283-298
280
TITLE: Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu ; Jaime S Cardoso ; Mustafa Hajij; Ghada Zamzmi; Rahul Paul; Lokendra Thakur;
PUBLISHED: 2021, SOURCE: iMIMIC/TDA4MedicalData@MICCAI, VOLUME: 12929
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu ; Jaime S Cardoso ; Mustafa Hajij; Ghada Zamzmi; Rahul Paul; Lokendra Thakur;
PUBLISHED: 2021, SOURCE: iMIMIC/TDA4MedicalData@MICCAI, VOLUME: 12929
INDEXED IN: DBLP
DBLP