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: 1337
22 Team MembersFilters -> Year: 2025
281
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
282
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
283
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
284
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
285
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
286
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
DBLP287
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
288
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
289
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
DBLP290
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
DBLP292
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
293
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
294
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
295
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
296
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 WOS297
TITLE: Portuguese ABE's BPSD score (ABS): exploring agreement between ABS items and neuropsychiatric inventory domains Full Text
AUTHORS: Ferreira, R ; Dias, CC ; Simoes, MR; Abe, K; Fernandes, L ;
PUBLISHED: 2021, SOURCE: EUROPEAN PSYCHIATRY, VOLUME: 64, ISSUE: S1
AUTHORS: Ferreira, R ; Dias, CC ; Simoes, MR; Abe, K; Fernandes, L ;
PUBLISHED: 2021, SOURCE: EUROPEAN PSYCHIATRY, VOLUME: 64, ISSUE: S1
INDEXED IN: WOS 
CrossRef
WOS CrossRef298
TITLE: Portuguese Version of the Intentional Non-Adherence Scale: Validation in a Population of Chronic Pain Patients Full Text
AUTHORS: Sampaio, R; Cruz, M; Pinho, S; Dias, CC ; Weinman, J; Lopes, JMC ;
PUBLISHED: 2021, SOURCE: FRONTIERS IN PHARMACOLOGY, VOLUME: 12
AUTHORS: Sampaio, R; Cruz, M; Pinho, S; Dias, CC ; Weinman, J; Lopes, JMC ;
PUBLISHED: 2021, SOURCE: FRONTIERS IN PHARMACOLOGY, VOLUME: 12
INDEXED IN: WOS CrossRef
WOS CrossRef299
TITLE: Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industry
AUTHORS: Davari, Narjes; Veloso, Bruno ; Ribeiro, Rita P. ; Pereira, Pedro Mota; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), PAGES: 1-10
AUTHORS: Davari, Narjes; Veloso, Bruno ; Ribeiro, Rita P. ; Pereira, Pedro Mota; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), PAGES: 1-10
300
TITLE: Predictive Maintenance for Sensor Enhancement in Industry 4.0
AUTHORS: Carla Silva ; Marvin F da Silva; Arlete Rodrigues; José Silva; Vítor Santos Costa ; Alípio Jorge ; Inês Dutra ;
PUBLISHED: 2021, SOURCE: 13th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2021 in Recent Challenges in Intelligent Information and Database Systems - 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings, VOLUME: 1371, PAGES: 403-415
AUTHORS: Carla Silva ; Marvin F da Silva; Arlete Rodrigues; José Silva; Vítor Santos Costa ; Alípio Jorge ; Inês Dutra ;
PUBLISHED: 2021, SOURCE: 13th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2021 in Recent Challenges in Intelligent Information and Database Systems - 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings, VOLUME: 1371, PAGES: 403-415
