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: 1348
22 Team MembersFilters -> Year: 2025
221
TITLE: Map-Optimize-Learn: Predicting Cardiac Pathology in Children and Teenagers with a Deep Learning Based Tabular Learning Method
AUTHORS: Serra Neto, Mario T. R. ; Dutra, Ines ; Mollinetti, Marco Antonio F.;
PUBLISHED: 2022, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) in 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2022-July, PAGES: 1-8
AUTHORS: Serra Neto, Mario T. R. ; Dutra, Ines ; Mollinetti, Marco Antonio F.;
PUBLISHED: 2022, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) in 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2022-July, PAGES: 1-8
222
TITLE: Methods and tools for causal discovery and causal inference Full Text
AUTHORS: Nogueira, AR ; Pugnana, A; Ruggieri, S; Pedreschi, D; Gama, J ;
PUBLISHED: 2022, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 12, ISSUE: 2
AUTHORS: Nogueira, AR ; Pugnana, A; Ruggieri, S; Pedreschi, D; Gama, J ;
PUBLISHED: 2022, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 12, ISSUE: 2
223
TITLE: MetroPT2: A Benchmark dataset for predictive maintenance
AUTHORS: Bruno Veloso ; João Gama ; Rita P Ribeiro ; Pedro Pereira;
PUBLISHED: 2022
AUTHORS: Bruno Veloso ; João Gama ; Rita P Ribeiro ; Pedro Pereira;
PUBLISHED: 2022
INDEXED IN: 
DBLP
DBLP224
TITLE: Molecular Classification of Endometrial Carcinoma: Protocol for a Cohort Study
AUTHORS: Moreira, Ines ; Bartosch, Carla; Teixeira, Manuel ; Ferreira, Marta;
PUBLISHED: 2022, SOURCE: JMIR RESEARCH PROTOCOLS, VOLUME: 11, ISSUE: 8
AUTHORS: Moreira, Ines ; Bartosch, Carla; Teixeira, Manuel ; Ferreira, Marta;
PUBLISHED: 2022, SOURCE: JMIR RESEARCH PROTOCOLS, VOLUME: 11, ISSUE: 8
225
TITLE: Neuropsychiatric Symptoms Assessment: Cross-cultural Adaptation and Validation of the Portuguese Abe's BPSD Score (ABS) Full Text
AUTHORS: Ferreira, AR ; Sa, A; Dias, CC ; Simoes, MR; Abe, K; Fernandes, L ;
PUBLISHED: 2022, SOURCE: CLINICAL GERONTOLOGIST, VOLUME: 45, ISSUE: 3, PAGES: 591-605
AUTHORS: Ferreira, AR ; Sa, A; Dias, CC ; Simoes, MR; Abe, K; Fernandes, L ;
PUBLISHED: 2022, SOURCE: CLINICAL GERONTOLOGIST, VOLUME: 45, ISSUE: 3, PAGES: 591-605
226
TITLE: Noncompliance to iodine supplementation recommendation is a risk factor for iodine insufficiency in Portuguese pregnant women: results from the IoMum cohort
AUTHORS: Matta Coelho, C.; Guimaraes, J. ; Bracchi, I; Xavier Moreira, N.; Pinheiro, C.; Ferreira, P.; Pestana, D.; Barreiros Mota, I; Cortez, A.; Prucha, C.; Martins, C.; Pinto, E. ; Almeida, A. ; Delerue Matos, C.; Dias, C. C. ; Moreira Rosario, A. ; Ribeiro de Azevedo, L. F. ; Cruz Fernandes, V; Ramalho C ; Calhau, C.; ...More
PUBLISHED: 2022, SOURCE: JOURNAL OF ENDOCRINOLOGICAL INVESTIGATION, VOLUME: 45, ISSUE: 10, PAGES: 1865-1874
AUTHORS: Matta Coelho, C.; Guimaraes, J. ; Bracchi, I; Xavier Moreira, N.; Pinheiro, C.; Ferreira, P.; Pestana, D.; Barreiros Mota, I; Cortez, A.; Prucha, C.; Martins, C.; Pinto, E. ; Almeida, A. ; Delerue Matos, C.; Dias, C. C. ; Moreira Rosario, A. ; Ribeiro de Azevedo, L. F. ; Cruz Fernandes, V; Ramalho C ; Calhau, C.; ...More
PUBLISHED: 2022, SOURCE: JOURNAL OF ENDOCRINOLOGICAL INVESTIGATION, VOLUME: 45, ISSUE: 10, PAGES: 1865-1874
227
TITLE: On the joint-effect of class imbalance and overlap: a critical review Full Text
AUTHORS: Santos, Miriam Seoane ; Abreu, Pedro Henriques ; Japkowicz, Nathalie; Fernandez, Alberto; Soares, Carlos ; Wilk, Szymon; Santos, Joao ;
PUBLISHED: 2022, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 55, ISSUE: 8, PAGES: 6207-6275
AUTHORS: Santos, Miriam Seoane ; Abreu, Pedro Henriques ; Japkowicz, Nathalie; Fernandez, Alberto; Soares, Carlos ; Wilk, Szymon; Santos, Joao ;
PUBLISHED: 2022, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 55, ISSUE: 8, PAGES: 6207-6275
228
TITLE: Open challenges for Machine Learning based Early Decision-Making research
AUTHORS: Alexis Bondu; Youssef Achenchabe; Albert Bifet; Fabrice Clérot; Antoine Cornuéjols; João Gama ; Georges Hébrail; Vincent Lemaire; Pierre Francois Marteau;
PUBLISHED: 2022, SOURCE: SIGKDD Explor., VOLUME: 24, ISSUE: 2, PAGES: 12-31
AUTHORS: Alexis Bondu; Youssef Achenchabe; Albert Bifet; Fabrice Clérot; Antoine Cornuéjols; João Gama ; Georges Hébrail; Vincent Lemaire; Pierre Francois Marteau;
PUBLISHED: 2022, SOURCE: SIGKDD Explor., VOLUME: 24, ISSUE: 2, PAGES: 12-31
INDEXED IN: DBLP
DBLP229
TITLE: Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data Full Text
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2022, SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 26, ISSUE: 8, PAGES: 4218-4227
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2022, SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 26, ISSUE: 8, PAGES: 4218-4227
230
TITLE: PREDICTIVE MAINTENANCE FOR WIND TURBINES
AUTHORS: Sant'Ana, Beatriz; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 5th International Conference on Energy and Environment - bringing together Economics and Engineering (ICEE) in TECHNOLOGIES, MARKETS AND POLICIES: BRINGING TOGETHER ECONOMICS AND ENGINEERING, PAGES: 416-421
AUTHORS: Sant'Ana, Beatriz; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 5th International Conference on Energy and Environment - bringing together Economics and Engineering (ICEE) in TECHNOLOGIES, MARKETS AND POLICIES: BRINGING TOGETHER ECONOMICS AND ENGINEERING, PAGES: 416-421
INDEXED IN: 
WOS
WOS231
TITLE: Process Evaluation of a Mixed Methods Feasibility Study to Identify Hospital Patients with Palliative Care Needs in Portugal Full Text
AUTHORS: Antunes, B ; Rodrigues, PP; Higginson, IJ; Ferreira, PL ;
PUBLISHED: 2022, SOURCE: ACTA MEDICA PORTUGUESA, VOLUME: 35, ISSUE: 2, PAGES: 94-104
AUTHORS: Antunes, B ; Rodrigues, PP; Higginson, IJ; Ferreira, PL ;
PUBLISHED: 2022, SOURCE: ACTA MEDICA PORTUGUESA, VOLUME: 35, ISSUE: 2, PAGES: 94-104
232
TITLE: Prognostic value of hyperlactatemia in infected patients admitted to intensive care units: a multicenter study
AUTHORS: Silva, CM; Baptista, JP; Mergulhão, P; Froes, F; Gonçalves Pereira, J; Pereira, JM; Dias, CC ; Paiva, JA;
PUBLISHED: 2022, SOURCE: Revista Brasileira de Terapia Intensiva, VOLUME: 34, ISSUE: 1
AUTHORS: Silva, CM; Baptista, JP; Mergulhão, P; Froes, F; Gonçalves Pereira, J; Pereira, JM; Dias, CC ; Paiva, JA;
PUBLISHED: 2022, SOURCE: Revista Brasileira de Terapia Intensiva, VOLUME: 34, ISSUE: 1
233
TITLE: Quantum transfer learning for breast cancer detection
AUTHORS: Azevedo, V; Silva, C ; Dutra, I ;
PUBLISHED: 2022, SOURCE: QUANTUM MACHINE INTELLIGENCE, VOLUME: 4, ISSUE: 1
AUTHORS: Azevedo, V; Silva, C ; Dutra, I ;
PUBLISHED: 2022, SOURCE: QUANTUM MACHINE INTELLIGENCE, VOLUME: 4, ISSUE: 1
234
TITLE: Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities Full Text
AUTHORS: Torres, Helena R.; Oliveira, Bruno ; Morais, Pedro ; Fritze, Anne; Ruediger, Mario; Fonseca, Jaime C.; Vilaca, Joao L.;
PUBLISHED: 2022, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 132, PAGES: 104121
AUTHORS: Torres, Helena R.; Oliveira, Bruno ; Morais, Pedro ; Fritze, Anne; Ruediger, Mario; Fonseca, Jaime C.; Vilaca, Joao L.;
PUBLISHED: 2022, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 132, PAGES: 104121
235
TITLE: Semi-causal decision trees Full Text
AUTHORS: Nogueira, AR ; Ferreira, CA ; Gama, J ;
PUBLISHED: 2022, SOURCE: PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 11, ISSUE: 1, PAGES: 105-119
AUTHORS: Nogueira, AR ; Ferreira, CA ; Gama, J ;
PUBLISHED: 2022, SOURCE: PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 11, ISSUE: 1, PAGES: 105-119
236
TITLE: Sensor data modeling with Bayesian networks
AUTHORS: Silva, C ; Rodrigues, A; Jorge, A; Dutra, I ;
PUBLISHED: 2022, SOURCE: 2022 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2022 in Proceedings of the 2022 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2022, PAGES: 261-267
AUTHORS: Silva, C ; Rodrigues, A; Jorge, A; Dutra, I ;
PUBLISHED: 2022, SOURCE: 2022 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2022 in Proceedings of the 2022 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2022, PAGES: 261-267
237
TITLE: Study of the compression behavior of functionally graded lattice for customized cranial remodeling orthosis
AUTHORS: Veloso, Fernando; Miranda, Daniel; Morais, Pedro; Torres, Helena R.; Oliveira, Bruno ; Correia Pinto, Jorge; Pinho, Antonio C. M.; Vilaca, J. L.;
PUBLISHED: 2022, SOURCE: JOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS, VOLUME: 130, PAGES: 105191
AUTHORS: Veloso, Fernando; Miranda, Daniel; Morais, Pedro; Torres, Helena R.; Oliveira, Bruno ; Correia Pinto, Jorge; Pinho, Antonio C. M.; Vilaca, J. L.;
PUBLISHED: 2022, SOURCE: JOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS, VOLUME: 130, PAGES: 105191
238
TITLE: Subclinical Persistent Inflammation as Risk Factor for Crohn's Disease Progression: Findings From a Prospective Real-World Study of 2 Years
AUTHORS: Magro, Fernando ; Magalhaes, Diogo; Patita, Marta; Arroja, Bruno; Lago, Paula; Rosa, Isadora; de Sousa, Helena Tavares; Ministro, Paula; Mocanu, Irinia; Vieira, Ana; Castela, Joana; Moleiro, Joana; Roseira, Joana; Cancela, Eugenia; Sousa, Paula; Portela, Francisco; Correia, Luis; Santiago, Mafalda ; Dias, Sandra; Alves, Catarina; ...More
PUBLISHED: 2022, SOURCE: CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, VOLUME: 20, ISSUE: 9, PAGES: 2059-+
AUTHORS: Magro, Fernando ; Magalhaes, Diogo; Patita, Marta; Arroja, Bruno; Lago, Paula; Rosa, Isadora; de Sousa, Helena Tavares; Ministro, Paula; Mocanu, Irinia; Vieira, Ana; Castela, Joana; Moleiro, Joana; Roseira, Joana; Cancela, Eugenia; Sousa, Paula; Portela, Francisco; Correia, Luis; Santiago, Mafalda ; Dias, Sandra; Alves, Catarina; ...More
PUBLISHED: 2022, SOURCE: CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, VOLUME: 20, ISSUE: 9, PAGES: 2059-+
239
TITLE: Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos Abreu ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566, PAGES: 587-598
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos Abreu ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566, PAGES: 587-598
240
TITLE: The identification of cancer lesions in mammography images with missing pixels: analysis of morphology
AUTHORS: Santos, Joana Cristo; Abreu, Pedro Henriques ; Santos, Miriam Seoane ;
PUBLISHED: 2022, SOURCE: 9th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2022 IEEE 9TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), PAGES: 644-651
AUTHORS: Santos, Joana Cristo; Abreu, Pedro Henriques ; Santos, Miriam Seoane ;
PUBLISHED: 2022, SOURCE: 9th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2022 IEEE 9TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), PAGES: 644-651
