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: 1320
22 Team MembersFilters -> Year: 2024
381
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
AUTHORS: Ricardo Cardoso Pereira; Santos, Miriam Seoane ; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: J. Artif. Intell. Res., VOLUME: 69, PAGES: 1255-1285
AUTHORS: Ricardo Cardoso Pereira; Santos, Miriam Seoane ; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: J. Artif. Intell. Res., VOLUME: 69, PAGES: 1255-1285
INDEXED IN: 
DBLP
DBLP382
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes Full Text
AUTHORS: Pereira, RC ; Santos, Miriam Seoane ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69, PAGES: 1255-1285
AUTHORS: Pereira, RC ; Santos, Miriam Seoane ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69, PAGES: 1255-1285
383
TITLE: Self Hyper-parameter Tuning for Stream Classification Algorithms
AUTHORS: Bruno Veloso ; João Gama ;
PUBLISHED: 2020, SOURCE: 2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and 1st International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 in IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers, VOLUME: 1325, PAGES: 3-13
AUTHORS: Bruno Veloso ; João Gama ;
PUBLISHED: 2020, SOURCE: 2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and 1st International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 in IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers, VOLUME: 1325, PAGES: 3-13
384
TITLE: Serum Dipeptidyl Peptidase 4: A Predictor of Disease Activity and Prognosis in inflammatory Bowel Disease Full Text
AUTHORS: Pinto Lopes, P; Afonso, J; Pinto Lopes, R; Rocha, C; Lago, P; Goncalves, R; De Sousa, HT; Macedo, G ; Dias, CC ; Magro, F ;
PUBLISHED: 2020, SOURCE: INFLAMMATORY BOWEL DISEASES, VOLUME: 26, ISSUE: 11, PAGES: 1707-1719
AUTHORS: Pinto Lopes, P; Afonso, J; Pinto Lopes, R; Rocha, C; Lago, P; Goncalves, R; De Sousa, HT; Macedo, G ; Dias, CC ; Magro, F ;
PUBLISHED: 2020, SOURCE: INFLAMMATORY BOWEL DISEASES, VOLUME: 26, ISSUE: 11, PAGES: 1707-1719
INDEXED IN: 
Scopus 
WOS
Scopus WOS385
TITLE: Serum Dipeptidyl Peptidase 4: A Predictor of Disease Activity and Prognosis in Inflammatory Bowel Disease Full Text
AUTHORS: Pedro Pinto-Lopes; Joana Afonso ; Rui Pinto-Lopes; Cátia Rocha; Paula Lago; Raquel Gonçalves; Helena Tavares De Sousa; Guilherme Macedo ; Cláudia Camila Dias ; Fernando Magro ;
PUBLISHED: 2020, SOURCE: Inflammatory Bowel Diseases, VOLUME: 26, ISSUE: 11, PAGES: 1707-1719
AUTHORS: Pedro Pinto-Lopes; Joana Afonso ; Rui Pinto-Lopes; Cátia Rocha; Paula Lago; Raquel Gonçalves; Helena Tavares De Sousa; Guilherme Macedo ; Cláudia Camila Dias ; Fernando Magro ;
PUBLISHED: 2020, SOURCE: Inflammatory Bowel Diseases, VOLUME: 26, ISSUE: 11, PAGES: 1707-1719
386
TITLE: Serum vitamin D Levels in patients with Phenylketonuria
AUTHORS: Catarina S Barbosa; Júlio C Rocha; Nuno Silva; Francjan V Spronsen; Manuela F Almeida; Maria J Pena; Claúdia C Dias ; Anita MacDonald; Nuno Borges; João T Guimarães;
PUBLISHED: 2020
AUTHORS: Catarina S Barbosa; Júlio C Rocha; Nuno Silva; Francjan V Spronsen; Manuela F Almeida; Maria J Pena; Claúdia C Dias ; Anita MacDonald; Nuno Borges; João T Guimarães;
PUBLISHED: 2020
INDEXED IN: 
Handle
Handle387
TITLE: Sexual Quality of Life in Inflammatory Bowel Disease: A Multicenter, National-Level Study Full Text
AUTHORS: Roseira, J; Magro, F; Fernandes, S; Simoes, C; Portela, F; Vieira, AI; Patita, M; Leal, C; Lago, P; Caldeira, P; Gago, T; Currais, P; Dias, CC ; Santiago, M ; Dias, S; de Sousa, HT;
PUBLISHED: 2020, SOURCE: INFLAMMATORY BOWEL DISEASES, VOLUME: 26, ISSUE: 5, PAGES: 746-755
AUTHORS: Roseira, J; Magro, F; Fernandes, S; Simoes, C; Portela, F; Vieira, AI; Patita, M; Leal, C; Lago, P; Caldeira, P; Gago, T; Currais, P; Dias, CC ; Santiago, M ; Dias, S; de Sousa, HT;
PUBLISHED: 2020, SOURCE: INFLAMMATORY BOWEL DISEASES, VOLUME: 26, ISSUE: 5, PAGES: 746-755
388
TITLE: Simulation of the effects of COVID-19 testing rates on hospitalizations Full Text
AUTHORS: Bernardo Sousa Pinto ; Joao Almeida Fonseca ; Bruno Oliveira; Ricardo Cruz Correia ; Pedro Pereira Rodrigues ; Altamiro Costa Pereira ; Francisco Nuno Rocha Goncalves ;
PUBLISHED: 2020, SOURCE: BULLETIN OF THE WORLD HEALTH ORGANIZATION, VOLUME: 98, ISSUE: 5, PAGES: 299-299
AUTHORS: Bernardo Sousa Pinto ; Joao Almeida Fonseca ; Bruno Oliveira; Ricardo Cruz Correia ; Pedro Pereira Rodrigues ; Altamiro Costa Pereira ; Francisco Nuno Rocha Goncalves ;
PUBLISHED: 2020, SOURCE: BULLETIN OF THE WORLD HEALTH ORGANIZATION, VOLUME: 98, ISSUE: 5, PAGES: 299-299
389
TITLE: Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method
AUTHORS: Leo Tisljaric; Sofia da Silva Fernandes; Tonci Caric; João Gama ;
PUBLISHED: 2020, SOURCE: 23rd International Conference on Discovery Science, DS 2020 in Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, VOLUME: 12323, PAGES: 674-688
AUTHORS: Leo Tisljaric; Sofia da Silva Fernandes; Tonci Caric; João Gama ;
PUBLISHED: 2020, SOURCE: 23rd International Conference on Discovery Science, DS 2020 in Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, VOLUME: 12323, PAGES: 674-688
390
TITLE: Tet3 regulates cellular identity and DNA methylation in neural progenitor cells Full Text
AUTHORS: Mafalda Santiago ; Claudia Antunes; Marta Guedes; Michelina Iacovino; Michael Kyba; Wolf Reik; Nuno Sousa; Luisa Pinto; Miguel R Branco; Joana J Marques ;
PUBLISHED: 2020, SOURCE: CELLULAR AND MOLECULAR LIFE SCIENCES, VOLUME: 77, ISSUE: 14, PAGES: 2871-2883
AUTHORS: Mafalda Santiago ; Claudia Antunes; Marta Guedes; Michelina Iacovino; Michael Kyba; Wolf Reik; Nuno Sousa; Luisa Pinto; Miguel R Branco; Joana J Marques ;
PUBLISHED: 2020, SOURCE: CELLULAR AND MOLECULAR LIFE SCIENCES, VOLUME: 77, ISSUE: 14, PAGES: 2871-2883
391
TITLE: Tet3 regulates cellular identity and DNA methylation in neural progenitor cells (vol 56, pg 861, 2020) Full Text
AUTHORS: Mafalda Santiago ; Claudia Antunes; Marta Guedes; Michelina Iacovino; Michael Kyba; Wolf Reik; Nuno Sousa; Luisa Pinto; Miguel R Branco; Joana J Marques ;
PUBLISHED: 2020, SOURCE: CELLULAR AND MOLECULAR LIFE SCIENCES, VOLUME: 77, ISSUE: 14, PAGES: 2885-2885
AUTHORS: Mafalda Santiago ; Claudia Antunes; Marta Guedes; Michelina Iacovino; Michael Kyba; Wolf Reik; Nuno Sousa; Luisa Pinto; Miguel R Branco; Joana J Marques ;
PUBLISHED: 2020, SOURCE: CELLULAR AND MOLECULAR LIFE SCIENCES, VOLUME: 77, ISSUE: 14, PAGES: 2885-2885
INDEXED IN: Scopus WOS
Scopus WOS392
TITLE: Thiopurines' Metabolites and Drug Toxicity: A Meta-Analysis
AUTHORS: Sousa, P; Estevinho, MM; Dias, CC ; Ministro, P; Kopylov, U; Danese, S; Peyrin Biroulet, L; Magro, F ;
PUBLISHED: 2020, SOURCE: JOURNAL OF CLINICAL MEDICINE, VOLUME: 9, ISSUE: 7, PAGES: 1-34
AUTHORS: Sousa, P; Estevinho, MM; Dias, CC ; Ministro, P; Kopylov, U; Danese, S; Peyrin Biroulet, L; Magro, F ;
PUBLISHED: 2020, SOURCE: JOURNAL OF CLINICAL MEDICINE, VOLUME: 9, ISSUE: 7, PAGES: 1-34
393
TITLE: Transmural Histological Scoring Systems in Crohn's Disease: A Systematic Review With Assessment of Methodological Quality and Operating Properties Full Text
AUTHORS: Helena Tavares de Sousa; Maria Manuela Estevinho; Laurent Peyrin Biroulet; Silvio Danese; Claudia Camila Dias ; Fatima Carneiro ; Fernando Magro ;
PUBLISHED: 2020, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 14, ISSUE: 6, PAGES: 743-756
AUTHORS: Helena Tavares de Sousa; Maria Manuela Estevinho; Laurent Peyrin Biroulet; Silvio Danese; Claudia Camila Dias ; Fatima Carneiro ; Fernando Magro ;
PUBLISHED: 2020, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 14, ISSUE: 6, PAGES: 743-756
394
TITLE: Trustability in Algorithmic Systems Based on Artificial Intelligence in the Public and Private Sectors
AUTHORS: Teixeira, S ; Gama, J ; Amorim, P ; Figueira, G ;
PUBLISHED: 2020, SOURCE: ERCIM NEWS, VOLUME: 2020, ISSUE: 122, PAGES: 8-9
AUTHORS: Teixeira, S ; Gama, J ; Amorim, P ; Figueira, G ;
PUBLISHED: 2020, SOURCE: ERCIM NEWS, VOLUME: 2020, ISSUE: 122, PAGES: 8-9
INDEXED IN: WOS DBLP
WOS DBLP395
TITLE: tsmp: An R Package for Time Series with Matrix Profile Full Text
AUTHORS: Bischoff, F. ; Rodrigues, PP ;
PUBLISHED: 2020, SOURCE: R JOURNAL, VOLUME: 12, ISSUE: 1, PAGES: 76-86
AUTHORS: Bischoff, F. ; Rodrigues, PP ;
PUBLISHED: 2020, SOURCE: R JOURNAL, VOLUME: 12, ISSUE: 1, PAGES: 76-86
396
TITLE: Using autoencoders as a weight initialization method on deep neural networks for disease detection Full Text
AUTHORS: Ferreira, MF ; Camacho, R ; Luis F. Teixeira ;
PUBLISHED: 2020, SOURCE: 16th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB) / Session on Machine Learning in Healthcare Informatics and Medical Biology in BMC MEDICAL INFORMATICS AND DECISION MAKING, VOLUME: 20, ISSUE: 5, PAGES: 141
AUTHORS: Ferreira, MF ; Camacho, R ; Luis F. Teixeira ;
PUBLISHED: 2020, SOURCE: 16th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB) / Session on Machine Learning in Healthcare Informatics and Medical Biology in BMC MEDICAL INFORMATICS AND DECISION MAKING, VOLUME: 20, ISSUE: 5, PAGES: 141
397
TITLE: Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET Full Text
AUTHORS: Inês Domingues ; Pereira, G; Martins, P; Duarte, H; Santos, J ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 53, ISSUE: 6, PAGES: 4093-4160
AUTHORS: Inês Domingues ; Pereira, G; Martins, P; Duarte, H; Santos, J ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 53, ISSUE: 6, PAGES: 4093-4160
398
TITLE: Using Network Features for Credit Scoring in MicroFinance: Extended Abstract
AUTHORS: Paraiso, P; Ruiz, S; Gomes, P; Rodrigues, L; Gama, J ;
PUBLISHED: 2020, SOURCE: 7th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2020 IEEE 7TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2020), PAGES: 783-784
AUTHORS: Paraiso, P; Ruiz, S; Gomes, P; Rodrigues, L; Gama, J ;
PUBLISHED: 2020, SOURCE: 7th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2020 IEEE 7TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2020), PAGES: 783-784
399
TITLE: VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data
AUTHORS: Pereira, RC ; Abreu, PH ; Rodrigues, PP ;
PUBLISHED: 2020, SOURCE: International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) in 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 5, PAGES: 1-7
AUTHORS: Pereira, RC ; Abreu, PH ; Rodrigues, PP ;
PUBLISHED: 2020, SOURCE: International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) in 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 5, PAGES: 1-7
400
TITLE: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
AUTHORS: Daniela Ferreira Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2019, SOURCE: Int. J. Data Sci. Anal., VOLUME: 8, ISSUE: 4, PAGES: 339-349
AUTHORS: Daniela Ferreira Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2019, SOURCE: Int. J. Data Sci. Anal., VOLUME: 8, ISSUE: 4, PAGES: 339-349
INDEXED IN: DBLP
DBLP