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: 1371
22 Team MembersFilters -> Year: 2025
321
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
322
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
323
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-+
324
TITLE: How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. An Application-grounded Evaluation of Post-hoc Explanations PDF
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
325
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
326
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
327
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
328
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
329
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
330
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
DBLP331
TITLE: Interrelationship between renin-angiotensin-aldosterone system and oxidative stress in chronic heart failure patients with or without renal impairment Full Text
AUTHORS: Reina Couto, M ; Afonso, J; Carvalho, J; Morgado, L; Ronchi, FA; Leite, APD; Dias, CC ; Casarini, DE; Bettencourt, P ; Albino Teixeira, A ; Morato, M ; Sousa, T ;
PUBLISHED: 2021, SOURCE: BIOMEDICINE & PHARMACOTHERAPY, VOLUME: 133, PAGES: 110938
AUTHORS: Reina Couto, M ; Afonso, J; Carvalho, J; Morgado, L; Ronchi, FA; Leite, APD; Dias, CC ; Casarini, DE; Bettencourt, P ; Albino Teixeira, A ; Morato, M ; Sousa, T ;
PUBLISHED: 2021, SOURCE: BIOMEDICINE & PHARMACOTHERAPY, VOLUME: 133, PAGES: 110938
332
TITLE: Iodine knowledge is associated with iodine status in Portuguese pregnant women: results from the IoMum cohort study
AUTHORS: Pinheiro, C; Moreira, NX; Ferreira, P; Coelho, CM; Guimaraes, J; Pereira, G; Cortez, A; Bracchi, I; Pestana, D; Mota, IB; Prucha, C; Martins, C; Ribeiro, CA; Pinto, E ; Almeida, A ; Delerue Matos, C ; Montenegro, N; Dias, CC ; Moreira Rosario, A ; Azevedo, LF ; ...More
PUBLISHED: 2021, SOURCE: BRITISH JOURNAL OF NUTRITION, VOLUME: 126, ISSUE: 9, PAGES: 1331-1339
AUTHORS: Pinheiro, C; Moreira, NX; Ferreira, P; Coelho, CM; Guimaraes, J; Pereira, G; Cortez, A; Bracchi, I; Pestana, D; Mota, IB; Prucha, C; Martins, C; Ribeiro, CA; Pinto, E ; Almeida, A ; Delerue Matos, C ; Montenegro, N; Dias, CC ; Moreira Rosario, A ; Azevedo, LF ; ...More
PUBLISHED: 2021, SOURCE: BRITISH JOURNAL OF NUTRITION, VOLUME: 126, ISSUE: 9, PAGES: 1331-1339
333
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (1), VOLUME: 1524
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (1), VOLUME: 1524
INDEXED IN: DBLP
DBLP334
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (2), VOLUME: 1525
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (2), VOLUME: 1525
INDEXED IN: DBLP
DBLP336
TITLE: Modelling Voting Behaviour During a General Election Campaign Using Dynamic Bayesian Networks
AUTHORS: Costa, Patricio; Nogueira, Ana Rita ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 524-536
AUTHORS: Costa, Patricio; Nogueira, Ana Rita ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 524-536
337
TITLE: Multi-aspect renewable energy forecasting Full Text
AUTHORS: Corizzo, R; Ceci, M; Fanaee T, H; Gama, J ;
PUBLISHED: 2021, SOURCE: INFORMATION SCIENCES, VOLUME: 546, PAGES: 701-722
AUTHORS: Corizzo, R; Ceci, M; Fanaee T, H; Gama, J ;
PUBLISHED: 2021, SOURCE: INFORMATION SCIENCES, VOLUME: 546, PAGES: 701-722
338
TITLE: Neonatal cholestasis: development of a diagnostic decision algorithm from multivariate predictive models Full Text
AUTHORS: Silva, ES; Silva, HM ; Catarino, C ; Dias, CC ; Alice Santos-Silva ; Lopes, AI;
PUBLISHED: 2021, SOURCE: EUROPEAN JOURNAL OF PEDIATRICS, VOLUME: 180, ISSUE: 5, PAGES: 1477-1486
AUTHORS: Silva, ES; Silva, HM ; Catarino, C ; Dias, CC ; Alice Santos-Silva ; Lopes, AI;
PUBLISHED: 2021, SOURCE: EUROPEAN JOURNAL OF PEDIATRICS, VOLUME: 180, ISSUE: 5, PAGES: 1477-1486
339
TITLE: Non-Intrusive Load Monitoring for Household Disaggregated Energy Sensing
AUTHORS: Paulos, Jose Pedro ; Fidalgo, Jose Nuno ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 14th IEEE Madrid PowerTech Conference (IEEE POWERTECH) in 2021 IEEE MADRID POWERTECH
AUTHORS: Paulos, Jose Pedro ; Fidalgo, Jose Nuno ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 14th IEEE Madrid PowerTech Conference (IEEE POWERTECH) in 2021 IEEE MADRID POWERTECH
340
TITLE: Numerical modelling-based sensitivity analysis of fluvial morphodynamics Full Text
AUTHORS: Oliveira, B ; Ballio, F; Maia, R;
PUBLISHED: 2021, SOURCE: ENVIRONMENTAL MODELLING & SOFTWARE, VOLUME: 135
AUTHORS: Oliveira, B ; Ballio, F; Maia, R;
PUBLISHED: 2021, SOURCE: ENVIRONMENTAL MODELLING & SOFTWARE, VOLUME: 135
INDEXED IN: 
Scopus 
WOS
Scopus WOS