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.
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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: 1332
22 Team MembersFilters -> Year: 2024
321
TITLE: A Representation Method for Cellular Lines based on SVM and Text Mining
AUTHORS: Carrera, I; Dutra, I ; Tejera, E;
PUBLISHED: 2020, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM) in 2020 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, PAGES: 2717-2723
AUTHORS: Carrera, I; Dutra, I ; Tejera, E;
PUBLISHED: 2020, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM) in 2020 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, PAGES: 2717-2723
322
TITLE: A scalable saliency-based feature selection method with instance-level information Full Text
AUTHORS: Cancela, B ; Bolon Canedo, V; Alonso Betanzos, A; Gama, J ;
PUBLISHED: 2020, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 192, PAGES: 105326
AUTHORS: Cancela, B ; Bolon Canedo, V; Alonso Betanzos, A; Gama, J ;
PUBLISHED: 2020, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 192, PAGES: 105326
323
TITLE: A Study on Imbalanced Data Streams
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2020, 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 2019, PT II, VOLUME: 1168, PAGES: 380-389
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2020, 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 2019, PT II, VOLUME: 1168, PAGES: 380-389
324
TITLE: A system for the generation of in-car human body pose datasets Full Text
AUTHORS: Borges, J; Queiros, S; Oliveira, B ; Torres, H; Rodrigues, N; Coelho, V; Pallauf, J; Brito, JH; Mendes, J; Fonseca, JC;
PUBLISHED: 2020, SOURCE: MACHINE VISION AND APPLICATIONS, VOLUME: 32, ISSUE: 1
AUTHORS: Borges, J; Queiros, S; Oliveira, B ; Torres, H; Rodrigues, N; Coelho, V; Pallauf, J; Brito, JH; Mendes, J; Fonseca, JC;
PUBLISHED: 2020, SOURCE: MACHINE VISION AND APPLICATIONS, VOLUME: 32, ISSUE: 1
325
TITLE: Adversarial Machine Learning Applied to Intrusion and Malware Scenarios: A Systematic Review
AUTHORS: Martins, N; Cruz, JM; Cruz, T; Abreu, PH ;
PUBLISHED: 2020, SOURCE: IEEE ACCESS, VOLUME: 8, PAGES: 35403-35419
AUTHORS: Martins, N; Cruz, JM; Cruz, T; Abreu, PH ;
PUBLISHED: 2020, SOURCE: IEEE ACCESS, VOLUME: 8, PAGES: 35403-35419
326
TITLE: Adversarial Machine Learning Applied to Intrusion and Malware Scenarios: A Systematic Review
AUTHORS: Nuno Martins; José Magalhães Cruz; Tiago Cruz; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: IEEE Access, VOLUME: 8, PAGES: 35403-35419
AUTHORS: Nuno Martins; José Magalhães Cruz; Tiago Cruz; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: IEEE Access, VOLUME: 8, PAGES: 35403-35419
INDEXED IN: 
DBLP
DBLP327
TITLE: AIRDOC: Smart mobile application for individualized support and monitoring of respiratory function and sounds of patients with chronic obstructive disease
AUTHORS: Almeida, R ; Jácome, C; Martinho, D; Vieira Marques, P; Jacinto, T ; Ferreira, A; Almeida, A; Martins, C; Pereira, M; Pereira, A ; Valente, J; Almeida, R; Vieira, A; Amaral, R ; Sá Sousa, A; Gonçalves, I; Rodrigues, P ; Alves Correia, M; Freitas, A ; Marreiros, G; ...More
PUBLISHED: 2020, SOURCE: 12th IADIS International Conference e-Health 2020, EH 2020, Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020 in Proceedings of the 12th IADIS International Conference e-Health 2020, EH 2020 - Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, PAGES: 78-88
AUTHORS: Almeida, R ; Jácome, C; Martinho, D; Vieira Marques, P; Jacinto, T ; Ferreira, A; Almeida, A; Martins, C; Pereira, M; Pereira, A ; Valente, J; Almeida, R; Vieira, A; Amaral, R ; Sá Sousa, A; Gonçalves, I; Rodrigues, P ; Alves Correia, M; Freitas, A ; Marreiros, G; ...More
PUBLISHED: 2020, SOURCE: 12th IADIS International Conference e-Health 2020, EH 2020, Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020 in Proceedings of the 12th IADIS International Conference e-Health 2020, EH 2020 - Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, PAGES: 78-88
INDEXED IN: 
Scopus
Scopus328
TITLE: Assembled Feature Selection for Credit Scoring in Microfinance with Non-traditional Features
AUTHORS: Saulo Ruiz; Pedro Gomes; Luís Rodrigues; 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: 207-216
AUTHORS: Saulo Ruiz; Pedro Gomes; Luís Rodrigues; 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: 207-216
329
TITLE: Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets
AUTHORS: Santos, Miriam Seoane ; Pedro H Abreu ; Szymon Wilk; João A M Santos ;
PUBLISHED: 2020, SOURCE: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020 in Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings, VOLUME: 12299, PAGES: 486-496
AUTHORS: Santos, Miriam Seoane ; Pedro H Abreu ; Szymon Wilk; João A M Santos ;
PUBLISHED: 2020, SOURCE: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020 in Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings, VOLUME: 12299, PAGES: 486-496
330
TITLE: Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection
AUTHORS: Borges, J; Oliveira, B ; Torres, H; Rodrigues, N; Queiros, S; Shiller, M; Coelho, V; Pallauf, J; Brito, JH; Mendes, J; Fonseca, JC;
PUBLISHED: 2020, SOURCE: 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 15th International Conference on Computer Vision Theory and Applications (VISAPP) in PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 5: VISAPP, VOLUME: 5, PAGES: 550-557
AUTHORS: Borges, J; Oliveira, B ; Torres, H; Rodrigues, N; Queiros, S; Shiller, M; Coelho, V; Pallauf, J; Brito, JH; Mendes, J; Fonseca, JC;
PUBLISHED: 2020, SOURCE: 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 15th International Conference on Computer Vision Theory and Applications (VISAPP) in PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 5: VISAPP, VOLUME: 5, PAGES: 550-557
INDEXED IN: Scopus 
WOS
Scopus WOS331
TITLE: AutoML for Stream k-Nearest Neighbors Classification
AUTHORS: Bahri, M; Veloso, B ; Bifet, A; Gama, J ;
PUBLISHED: 2020, SOURCE: 8th IEEE International Conference on Big Data (Big Data) in 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), PAGES: 597-602
AUTHORS: Bahri, M; Veloso, B ; Bifet, A; Gama, J ;
PUBLISHED: 2020, SOURCE: 8th IEEE International Conference on Big Data (Big Data) in 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), PAGES: 597-602
332
TITLE: Bone scintigraphy and PET-CT: A necessary alliance for bone metastasis detection in breast cancer?
AUTHORS: Santos, JC; Abreu, MH; Santos, Miriam Seoane ; Duarte, H; Alpoim, T; Sousa, S; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF CLINICAL ONCOLOGY, VOLUME: 38, ISSUE: 15
AUTHORS: Santos, JC; Abreu, MH; Santos, Miriam Seoane ; Duarte, H; Alpoim, T; Sousa, S; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF CLINICAL ONCOLOGY, VOLUME: 38, ISSUE: 15
333
TITLE: BRIGHT-Drift-Aware Demand Predictions for Taxi Networks Full Text
AUTHORS: Saadallah, A; Moreira Matias, L; Sousa, R ; Khiari, J; Jenelius, E; Gama, J ;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 32, ISSUE: 2, PAGES: 234-245
AUTHORS: Saadallah, A; Moreira Matias, L; Sousa, R ; Khiari, J; Jenelius, E; Gama, J ;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 32, ISSUE: 2, PAGES: 234-245
334
TITLE: Clinical Decision Support Systems for Pressure Ulcer Management: Systematic Review
AUTHORS: Araujo, SM; Sousa, P ; Dutra, I ;
PUBLISHED: 2020, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 8, ISSUE: 10
AUTHORS: Araujo, SM; Sousa, P ; Dutra, I ;
PUBLISHED: 2020, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 8, ISSUE: 10
335
TITLE: Comparing the Continuous Geboes Score With the Robarts Histopathology Index: Definitions of Histological Remission and Response and their Relation to Faecal Calprotectin Levels Full Text
AUTHORS: Fernando Magro ; Joanne Lopes; Paula Borralho; Susana Lopes ; Rosa Coelho; Jose Cotter; Francisca Dias de Castro; Helena Tavares de Sousa; Marta Salgado; Patricia Andrade; Ana Isabel Vieira; Pedro Figueiredo; Paulo Caldeira; Sousa, A; Maria A Duarte; Filipa Avila; Joao Silva; Joana Moleiro; Sofia Mendes; Silvia Giestas; ...More
PUBLISHED: 2020, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 14, ISSUE: 2, PAGES: 169-175
AUTHORS: Fernando Magro ; Joanne Lopes; Paula Borralho; Susana Lopes ; Rosa Coelho; Jose Cotter; Francisca Dias de Castro; Helena Tavares de Sousa; Marta Salgado; Patricia Andrade; Ana Isabel Vieira; Pedro Figueiredo; Paulo Caldeira; Sousa, A; Maria A Duarte; Filipa Avila; Joao Silva; Joana Moleiro; Sofia Mendes; Silvia Giestas; ...More
PUBLISHED: 2020, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 14, ISSUE: 2, PAGES: 169-175
336
TITLE: Comparison of the Nancy Index With Continuous Geboes Score: Histological Remission and Response in Ulcerative Colitis Full Text
AUTHORS: Fernando Magro ; Joanne Lopes; Paula Borralho; Cláudia Camila Dias ; Joana Afonso; Paula Ministro; Mafalda Santiago ; Karel Geboes; Fátima Carneiro ; Susana Lopes; Rosa Coelho; José Cotter; Francisca Dias de Castro; Helena Tavares de Sousa; Marta Salgado; Patrícia Andrade; Ana Vieira; Pedro Figueiredo; Paulo Caldeira; Sousa, A; ...More
PUBLISHED: 2020, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 14, ISSUE: 7, PAGES: 1021-1025
AUTHORS: Fernando Magro ; Joanne Lopes; Paula Borralho; Cláudia Camila Dias ; Joana Afonso; Paula Ministro; Mafalda Santiago ; Karel Geboes; Fátima Carneiro ; Susana Lopes; Rosa Coelho; José Cotter; Francisca Dias de Castro; Helena Tavares de Sousa; Marta Salgado; Patrícia Andrade; Ana Vieira; Pedro Figueiredo; Paulo Caldeira; Sousa, A; ...More
PUBLISHED: 2020, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 14, ISSUE: 7, PAGES: 1021-1025
337
TITLE: Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing
AUTHORS: Jaime S Cardoso ; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu ; Ivana Isgum; Wilson Silva; Ricardo Cruz; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED: 2020, SOURCE: Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings, VOLUME: 12446, PAGES: 1
AUTHORS: Jaime S Cardoso ; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu ; Ivana Isgum; Wilson Silva; Ricardo Cruz; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED: 2020, SOURCE: Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings, VOLUME: 12446, PAGES: 1
338
TITLE: COVID-19 surveillance - a descriptive study on data quality issues
AUTHORS: Cristina Costa-Santos; Ana Luísa Neves ; Ricardo Correia ; Paulo Santos ; Matilde Monteiro-Soares ; Alberto Freitas; Inês Ribeiro-Vaz ; Teresa Henriques ; Pedro Pereira Rodrigues ; Altamiro Costa-Pereira ; Ana Margarida Pereira ; João Fonseca ;
PUBLISHED: 2020
AUTHORS: Cristina Costa-Santos; Ana Luísa Neves ; Ricardo Correia ; Paulo Santos ; Matilde Monteiro-Soares ; Alberto Freitas; Inês Ribeiro-Vaz ; Teresa Henriques ; Pedro Pereira Rodrigues ; Altamiro Costa-Pereira ; Ana Margarida Pereira ; João Fonseca ;
PUBLISHED: 2020
339
TITLE: Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods Full Text
AUTHORS: Saeed Nosratabadi; Amirhosein Mosavi; Duan, P; Pedram Ghamisi; Ferdinand Filip; Shahab S Band; Uwe Reuter; Joao Gama ; Amir H Gandomi;
PUBLISHED: 2020, SOURCE: MATHEMATICS, VOLUME: 8, ISSUE: 10, PAGES: 1799
AUTHORS: Saeed Nosratabadi; Amirhosein Mosavi; Duan, P; Pedram Ghamisi; Ferdinand Filip; Shahab S Band; Uwe Reuter; Joao Gama ; Amir H Gandomi;
PUBLISHED: 2020, SOURCE: MATHEMATICS, VOLUME: 8, ISSUE: 10, PAGES: 1799
340
TITLE: Detecting Geographical Competitive Structure for POI Visit Dynamics
AUTHORS: Teru Fujii; Masahito Kumano; João Gama ; Masahiro Kimura;
PUBLISHED: 2020, SOURCE: 9th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2020 in Complex Networks & Their Applications IX - Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2020, 1-3 December 2020, Madrid, Spain., VOLUME: 944, PAGES: 27-38
AUTHORS: Teru Fujii; Masahito Kumano; João Gama ; Masahiro Kimura;
PUBLISHED: 2020, SOURCE: 9th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2020 in Complex Networks & Their Applications IX - Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2020, 1-3 December 2020, Madrid, Spain., VOLUME: 944, PAGES: 27-38
