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: 1342
22 Team MembersFilters -> Year: 2025
1
TITLE: Decision-making systems improvement based on explainable artificial intelligence approaches for predictive maintenance
AUTHORS: Lala Rajaoarisoa; Raubertin Randrianandraina; Grzegorz Nalepa; João Gama ;
PUBLISHED: 2025, SOURCE: Engineering Applications of Artificial Intelligence, VOLUME: 139, PAGES: 109601
AUTHORS: Lala Rajaoarisoa; Raubertin Randrianandraina; Grzegorz Nalepa; João Gama ;
PUBLISHED: 2025, SOURCE: Engineering Applications of Artificial Intelligence, VOLUME: 139, PAGES: 109601
INDEXED IN: 
Scopus 
CrossRef
Scopus CrossRef2
TITLE: A comparative analysis of unsupervised machine-learning methods in PSG-related phenotyping Full Text
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Daniela Ferreira Santos ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2024, SOURCE: JOURNAL OF SLEEP RESEARCH
AUTHORS: Ghorvei, Mohammadreza; Karhu, Tuomas; Hietakoste, Salla; Daniela Ferreira Santos ; Hrubos Strom, Harald; Islind, Anna Sigridur; Biedebach, Luka; Nikkonen, Sami; Leppaenen, Timo; Rusanen, Matias;
PUBLISHED: 2024, SOURCE: JOURNAL OF SLEEP RESEARCH
3
TITLE: A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance
AUTHORS: João Gama ; Rita P Ribeiro ; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
AUTHORS: João Gama ; Rita P Ribeiro ; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
INDEXED IN: 
DBLP
DBLP4
TITLE: A new automated method to define clinically relevant pediatric sleep apnea phenotype Full Text
AUTHORS: Camacho, Karla Margarita Cordero; Gomez Pilar, Javier; Pereira Rodrigues, Pedro; Daniela Ferreira Santos ; Durante, Claudia Beigveder; Albi, Tomas Ruiz; Alvarez, Daniel Gonzalez; Gozal, David; Gutierrez Tobal, Gonzalo C.; Hornero, Roberto; Del Campo, Felix;
PUBLISHED: 2024, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 64
AUTHORS: Camacho, Karla Margarita Cordero; Gomez Pilar, Javier; Pereira Rodrigues, Pedro; Daniela Ferreira Santos ; Durante, Claudia Beigveder; Albi, Tomas Ruiz; Alvarez, Daniel Gonzalez; Gozal, David; Gutierrez Tobal, Gonzalo C.; Hornero, Roberto; Del Campo, Felix;
PUBLISHED: 2024, SOURCE: European-Respiratory-Society Congress (ERS) in EUROPEAN RESPIRATORY JOURNAL, VOLUME: 64
INDEXED IN: 
WOS CrossRef
WOS CrossRef5
TITLE: A Perspective on the Missing at Random Problem: Synthetic Generation and Benchmark Analysis
AUTHORS: Cabrera Sanchez, Juan Francisco; Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques; Silva Ramirez, Esther Lydia;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 162399-162411
AUTHORS: Cabrera Sanchez, Juan Francisco; Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques; Silva Ramirez, Esther Lydia;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 162399-162411
6
TITLE: A randomized controlled trial to assess the impact of psychoeducation on the quality of life of parents with children with congenital heart defects-Quantitative component Full Text
AUTHORS: Rodrigues, Marisa Garcia ; Rodrigues, Jose Daniel ; Moreira, Jorge Antunes; Clemente, Fatima; Dias, Claudia Camila ; Azevedo, Luis Filipe ; Rodrigues, Pedro Pereira ; Areias, Jose Carlos ; Areias, Maria Emilia ;
PUBLISHED: 2024, SOURCE: CHILD CARE HEALTH AND DEVELOPMENT, VOLUME: 50, ISSUE: 1
AUTHORS: Rodrigues, Marisa Garcia ; Rodrigues, Jose Daniel ; Moreira, Jorge Antunes; Clemente, Fatima; Dias, Claudia Camila ; Azevedo, Luis Filipe ; Rodrigues, Pedro Pereira ; Areias, Jose Carlos ; Areias, Maria Emilia ;
PUBLISHED: 2024, SOURCE: CHILD CARE HEALTH AND DEVELOPMENT, VOLUME: 50, ISSUE: 1
7
TITLE: A Systematic Review on Long-Tailed Learning
AUTHORS: Chongsheng Zhang; George Almpanidis; Gaojuan Fan; Binquan Deng; Yanbo Zhang; Ji Liu; Aouaidjia Kamel; Paolo Soda; João Gama ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.00483
AUTHORS: Chongsheng Zhang; George Almpanidis; Gaojuan Fan; Binquan Deng; Yanbo Zhang; Ji Liu; Aouaidjia Kamel; Paolo Soda; João Gama ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.00483
INDEXED IN: DBLP
DBLP8
TITLE: Achieving rapid and significant results in healthcare services by using the theory of constraints
AUTHORS: Bacelar Silva, Gustavo M. ; Cox, James F. I. I. I. I. I. I.; Rodrigues, Pedro ;
PUBLISHED: 2024, SOURCE: HEALTH SYSTEMS, VOLUME: 13, ISSUE: 1, PAGES: 48-61
AUTHORS: Bacelar Silva, Gustavo M. ; Cox, James F. I. I. I. I. I. I.; Rodrigues, Pedro ;
PUBLISHED: 2024, SOURCE: HEALTH SYSTEMS, VOLUME: 13, ISSUE: 1, PAGES: 48-61
9
TITLE: Aequitas Flow: Streamlining Fair ML Experimentation
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
INDEXED IN: DBLP
DBLP10
TITLE: AI's effect on innovation capacity in the context of industry 5.0: a scoping review Full Text
AUTHORS: Becue, Adrien; Gama, Joao ; Brito, Pedro Quelhas;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 57, ISSUE: 8
AUTHORS: Becue, Adrien; Gama, Joao ; Brito, Pedro Quelhas;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 57, ISSUE: 8
11
TITLE: AI's effect on innovation capacity in the context of industry 5.0: a scoping review
AUTHORS: Adrien Bécue; João Gama ; Pedro Quelhas Brito;
PUBLISHED: 2024, SOURCE: Artif. Intell. Rev., VOLUME: 57, ISSUE: 8, PAGES: 215
AUTHORS: Adrien Bécue; João Gama ; Pedro Quelhas Brito;
PUBLISHED: 2024, SOURCE: Artif. Intell. Rev., VOLUME: 57, ISSUE: 8, PAGES: 215
INDEXED IN: DBLP
DBLP12
TITLE: An Interpretable Human-in-the-Loop Process to Improve Medical Image Classification
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641, PAGES: 179-190
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641, PAGES: 179-190
13
TITLE: AnyMApp for Online Usability Testing: The Use-Case of Inspirers-HTN
AUTHORS: Joana Muchagata; Bischoff, F. ; Rute Almeida ; Luís Nogueira Silva ; Ricardo Cruz Correia ; Ana Ferreira ;
PUBLISHED: 2024, SOURCE: 25th International Conference on Human-Computer Interaction, HCII 2023 in Communications in Computer and Information Science, VOLUME: 1958 CCIS, PAGES: 503-510
AUTHORS: Joana Muchagata; Bischoff, F. ; Rute Almeida ; Luís Nogueira Silva ; Ricardo Cruz Correia ; Ana Ferreira ;
PUBLISHED: 2024, SOURCE: 25th International Conference on Human-Computer Interaction, HCII 2023 in Communications in Computer and Information Science, VOLUME: 1958 CCIS, PAGES: 503-510
INDEXED IN: Scopus CrossRef
Scopus CrossRef14
TITLE: Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey
AUTHORS: Jakub Jakubowski; Natalia Wojak Strzelecka; Rita P Ribeiro ; Sepideh Pashami; Szymon Bobek; João Gama ; Grzegorz J Nalepa;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.12785
AUTHORS: Jakub Jakubowski; Natalia Wojak Strzelecka; Rita P Ribeiro ; Sepideh Pashami; Szymon Bobek; João Gama ; Grzegorz J Nalepa;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.12785
INDEXED IN: DBLP
DBLP15
TITLE: Can Breastfeeding Prevent Long-Term Overweight and Obesity in Children? A Population-Based Cohort Study Full Text
AUTHORS: Roldao, Carolina; Lopes, Rita; Silva, Joana Matos; Neves, Natalia; Gomes, Joana Costa; Gavina, Cristina ; Taveira Gomes, Tiago;
PUBLISHED: 2024, SOURCE: NUTRIENTS, VOLUME: 16, ISSUE: 16, PAGES: 2728
AUTHORS: Roldao, Carolina; Lopes, Rita; Silva, Joana Matos; Neves, Natalia; Gomes, Joana Costa; Gavina, Cristina ; Taveira Gomes, Tiago;
PUBLISHED: 2024, SOURCE: NUTRIENTS, VOLUME: 16, ISSUE: 16, PAGES: 2728
16
TITLE: Cardiovascular responses as predictors of mortality in children with acute brain injury
AUTHORS: Silva, Marta Joao; Goncalves, Hernani; Almeida, Rute; Dias, Claudia Camila; Almeida, Ana Isabel; Rocha, Ana Paula ; Granja, Cristina; Baptista, Maria Joao; Azevedo, Ines;
PUBLISHED: 2024, SOURCE: PEDIATRIC RESEARCH
AUTHORS: Silva, Marta Joao; Goncalves, Hernani; Almeida, Rute; Dias, Claudia Camila; Almeida, Ana Isabel; Rocha, Ana Paula ; Granja, Cristina; Baptista, Maria Joao; Azevedo, Ines;
PUBLISHED: 2024, SOURCE: PEDIATRIC RESEARCH
17
TITLE: Classification of Pulmonary Nodules in 2-[<SUP>18</SUP>F]FDG PET/CT Images with a 3D Convolutional Neural Network
AUTHORS: Alves, Victor Manuel; dos Santos Cardoso, Jaime ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: NUCLEAR MEDICINE AND MOLECULAR IMAGING, VOLUME: 58, ISSUE: 1, PAGES: 9-24
AUTHORS: Alves, Victor Manuel; dos Santos Cardoso, Jaime ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: NUCLEAR MEDICINE AND MOLECULAR IMAGING, VOLUME: 58, ISSUE: 1, PAGES: 9-24
18
TITLE: CLUSTERING ANALYSIS OF OXIMETRY PARAMETERS IN MILD OBSTRUCTIVE SLEEP APNEA PATIENTS Full Text
AUTHORS: Amorim, P.; Daniela Ferreira Santos ; Drummond, M.; Pereira Rodrigues, P.;
PUBLISHED: 2024, SOURCE: SLEEP MEDICINE, VOLUME: 115, PAGES: 336-336
AUTHORS: Amorim, P.; Daniela Ferreira Santos ; Drummond, M.; Pereira Rodrigues, P.;
PUBLISHED: 2024, SOURCE: SLEEP MEDICINE, VOLUME: 115, PAGES: 336-336
INDEXED IN: WOS
WOS19
TITLE: Community-Based Topic Modeling with Contextual Outlier Handling
AUTHORS: Andrade, Cesar; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 20th Conference of the Spanish Association for Artificial Intelligence (CAEPIA) in ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2024, VOLUME: 14640, PAGES: 173-183
AUTHORS: Andrade, Cesar; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 20th Conference of the Spanish Association for Artificial Intelligence (CAEPIA) in ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2024, VOLUME: 14640, PAGES: 173-183
20
TITLE: Cool Solutions in Hot Times: The Case for Digital Health in Heatwave Action Plans (Preprint)
AUTHORS: Maria Daniel Loureiro; Neil Jennings; Emma Lawrance; Daniela Ferreira Santos ; Ana Luísa Neves;
PUBLISHED: 2024
AUTHORS: Maria Daniel Loureiro; Neil Jennings; Emma Lawrance; Daniela Ferreira Santos ; Ana Luísa Neves;
PUBLISHED: 2024
INDEXED IN: CrossRef
CrossRef