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: 1379
22 Team MembersFilters -> Year: 2025
541
TITLE: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
AUTHORS: Daniela Ferreira-Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics
AUTHORS: Daniela Ferreira-Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics
542
TITLE: A comparison of hierarchical multi-output recognition approaches for anuran classification Full Text
AUTHORS: Juan G Colonna; Joao Gama ; Eduardo F Nakamura;
PUBLISHED: 2018, SOURCE: MACHINE LEARNING, VOLUME: 107, ISSUE: 11, PAGES: 1651-1671
AUTHORS: Juan G Colonna; Joao Gama ; Eduardo F Nakamura;
PUBLISHED: 2018, SOURCE: MACHINE LEARNING, VOLUME: 107, ISSUE: 11, PAGES: 1651-1671
543
TITLE: A local algorithm to approximate the global clustering of streams generated in ubiquitous sensor networks Full Text
AUTHORS: Pedro Pereira Rodrigues ; Joao Araujo; Joao Gama ; Luis Lopes ;
PUBLISHED: 2018, SOURCE: INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, VOLUME: 14, ISSUE: 10, PAGES: 155014771880823
AUTHORS: Pedro Pereira Rodrigues ; Joao Araujo; Joao Gama ; Luis Lopes ;
PUBLISHED: 2018, SOURCE: INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, VOLUME: 14, ISSUE: 10, PAGES: 155014771880823
544
TITLE: A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography Full Text
AUTHORS: Oliveira, B ; Queiros, S; Morais, P ; Torres, HR; Gomes Fonseca, J; Fonseca, JC ; Vilaca, JL;
PUBLISHED: 2018, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 45, PAGES: 108-120
AUTHORS: Oliveira, B ; Queiros, S; Morais, P ; Torres, HR; Gomes Fonseca, J; Fonseca, JC ; Vilaca, JL;
PUBLISHED: 2018, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 45, PAGES: 108-120
545
TITLE: Active Learning by Clustering for Drifted Data Stream Classification
AUTHORS: Jakub Zgraja; João Gama ; Michal Wozniak;
PUBLISHED: 2018, SOURCE: Workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018 in ECML PKDD 2018 Workshops - DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers, VOLUME: 967, PAGES: 80-90
AUTHORS: Jakub Zgraja; João Gama ; Michal Wozniak;
PUBLISHED: 2018, SOURCE: Workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018 in ECML PKDD 2018 Workshops - DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers, VOLUME: 967, PAGES: 80-90
546
TITLE: Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
AUTHORS: Marta Mercier; Miriam Seoane Santos ; Pedro H Abreu ; Carlos Soares ; Jastin Pompeu Soares; João Santos ;
PUBLISHED: 2018, SOURCE: 17th International Symposium on Intelligent Data Analysis, IDA 2018 in Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings, VOLUME: 11191, PAGES: 200-212
AUTHORS: Marta Mercier; Miriam Seoane Santos ; Pedro H Abreu ; Carlos Soares ; Jastin Pompeu Soares; João Santos ;
PUBLISHED: 2018, SOURCE: 17th International Symposium on Intelligent Data Analysis, IDA 2018 in Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings, VOLUME: 11191, PAGES: 200-212
547
TITLE: Aortic dilatation after tetralogy of Fallot repair: A ghost from the past or a problem in the future?
AUTHORS: Cristina Cruz ; Teresa Pinho; Vania Ribeiro; Claudia Camila Dias ; Jose Silva Cardoso ; Maria Julia Maciel ;
PUBLISHED: 2018, SOURCE: REVISTA PORTUGUESA DE CARDIOLOGIA, VOLUME: 37, ISSUE: 7, PAGES: 549-557
AUTHORS: Cristina Cruz ; Teresa Pinho; Vania Ribeiro; Claudia Camila Dias ; Jose Silva Cardoso ; Maria Julia Maciel ;
PUBLISHED: 2018, SOURCE: REVISTA PORTUGUESA DE CARDIOLOGIA, VOLUME: 37, ISSUE: 7, PAGES: 549-557
548
TITLE: Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait
AUTHORS: Fernandes, C; Fonseca, L; Ferreira, F ; Gago, M; Costa, L; Sousa, N; Ferreira, C ; Gama, J ; Erlhagen, W; Bicho, E;
PUBLISHED: 2018, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine (BIBM) in PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), PAGES: 2024-2030
AUTHORS: Fernandes, C; Fonseca, L; Ferreira, F ; Gago, M; Costa, L; Sousa, N; Ferreira, C ; Gama, J ; Erlhagen, W; Bicho, E;
PUBLISHED: 2018, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine (BIBM) in PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), PAGES: 2024-2030
549
TITLE: Ascending aorta in tetralogy of Fallot: Beyond echocardiographic dimensions Full Text
AUTHORS: Cristina Cruz ; Teresa Pinho; Carla Sousa ; Claudia Camila Dias ; Jose Silva Cardoso ; Maria Julia Maciel ;
PUBLISHED: 2018, SOURCE: ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES, VOLUME: 35, ISSUE: 9, PAGES: 1362-1369
AUTHORS: Cristina Cruz ; Teresa Pinho; Carla Sousa ; Claudia Camila Dias ; Jose Silva Cardoso ; Maria Julia Maciel ;
PUBLISHED: 2018, SOURCE: ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES, VOLUME: 35, ISSUE: 9, PAGES: 1362-1369
550
TITLE: atSNPInfrastructure, a Case Study for Searching Billions of Records While Providing Significant Cost Savings over Cloud Providers
AUTHORS: Christopher Harrison; Sündüz Keles; Rebecca Hudson; Sunyoung Shin; Inês Dutra ;
PUBLISHED: 2018, SOURCE: 32nd IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018 in 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2018, Vancouver, BC, Canada, May 21-25, 2018, PAGES: 497-506
AUTHORS: Christopher Harrison; Sündüz Keles; Rebecca Hudson; Sunyoung Shin; Inês Dutra ;
PUBLISHED: 2018, SOURCE: 32nd IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018 in 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2018, Vancouver, BC, Canada, May 21-25, 2018, PAGES: 497-506
551
TITLE: Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma PDF
AUTHORS: Ferreira, MF ; Camacho, R ; Teixeira, LF ;
PUBLISHED: 2018, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine (BIBM) in PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), PAGES: 629-632
AUTHORS: Ferreira, MF ; Camacho, R ; Teixeira, LF ;
PUBLISHED: 2018, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine (BIBM) in PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), PAGES: 629-632
552
TITLE: Autosegmentation for thoracic radiation treatment planning: A grand challenge at AAPM 2017
AUTHORS: Jinzhong Z Yang; Harini Veeraraghavan; Samuel G Armato; Keyvan Farahani; Justin S Kirby; Jayashree Kalpathy Kramer; Wouter van Elmpt; Andre Dekker; Xiao Han; Xue Feng; Paul Aljabar; Bruno Oliveira ; Brent van der Heyden; Leonid Zamdborg; Dao Lam; Mark Gooding; Gregory C Sharp;
PUBLISHED: 2018, SOURCE: MEDICAL PHYSICS, VOLUME: 45, ISSUE: 10, PAGES: 4568-4581
AUTHORS: Jinzhong Z Yang; Harini Veeraraghavan; Samuel G Armato; Keyvan Farahani; Justin S Kirby; Jayashree Kalpathy Kramer; Wouter van Elmpt; Andre Dekker; Xiao Han; Xue Feng; Paul Aljabar; Bruno Oliveira ; Brent van der Heyden; Leonid Zamdborg; Dao Lam; Mark Gooding; Gregory C Sharp;
PUBLISHED: 2018, SOURCE: MEDICAL PHYSICS, VOLUME: 45, ISSUE: 10, PAGES: 4568-4581
INDEXED IN: 
Scopus 
WOS
Scopus WOS553
TITLE: BI-RADS CLASSIFICATION OF BREAST CANCER: A NEW PRE-PROCESSING PIPELINE FOR DEEP MODELS TRAINING Full Text
AUTHORS: Inês Domingues ; Abreu, PH ; Santos, J ;
PUBLISHED: 2018, SOURCE: 25th IEEE International Conference on Image Processing (ICIP) in 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), PAGES: 1378-1382
AUTHORS: Inês Domingues ; Abreu, PH ; Santos, J ;
PUBLISHED: 2018, SOURCE: 25th IEEE International Conference on Image Processing (ICIP) in 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), PAGES: 1378-1382
554
TITLE: Biased Dynamic Sampling for Temporal Network Streams
AUTHORS: Shazia Tabassum ; João Gama ;
PUBLISHED: 2018, SOURCE: 7th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2018 in Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018, Cambridge, UK, December 11-13, 2018., VOLUME: 812, PAGES: 512-523
AUTHORS: Shazia Tabassum ; João Gama ;
PUBLISHED: 2018, SOURCE: 7th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2018 in Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018, Cambridge, UK, December 11-13, 2018., VOLUME: 812, PAGES: 512-523
555
TITLE: Bioinformatics Computational Cluster Batch Task Profiling with Machine Learning for Failure Prediction PDF
AUTHORS: Christopher Harrison; Christine R Kirkpatrick; Inês Dutra ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1812.09537
AUTHORS: Christopher Harrison; Christine R Kirkpatrick; Inês Dutra ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1812.09537
INDEXED IN: 
DBLP 
arXiv
DBLP arXiv556
TITLE: Causality assessment of adverse drug reaction reports using an expert-defined Bayesian network Full Text
AUTHORS: Rodrigues, PP ; Ferreira Santos, D ; Silva, A ; Polonia, J ; Ribeiro Vaza, I ;
PUBLISHED: 2018, SOURCE: 16th European Conference on Artificial Intelligence in Medicine (AIME) in ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 91, PAGES: 12-22
AUTHORS: Rodrigues, PP ; Ferreira Santos, D ; Silva, A ; Polonia, J ; Ribeiro Vaza, I ;
PUBLISHED: 2018, SOURCE: 16th European Conference on Artificial Intelligence in Medicine (AIME) in ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 91, PAGES: 12-22
557
TITLE: Clustering in the Presence of Concept Drift
AUTHORS: Richard Hugh Moulton; Herna L Viktor; Nathalie Japkowicz; João Gama ;
PUBLISHED: 2018, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2018 in Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I, VOLUME: 11051, PAGES: 339-355
AUTHORS: Richard Hugh Moulton; Herna L Viktor; Nathalie Japkowicz; João Gama ;
PUBLISHED: 2018, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2018 in Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I, VOLUME: 11051, PAGES: 339-355
558
TITLE: Co-training study for Online Regression
AUTHORS: Ricardo Sousa ; Joao Gama ;
PUBLISHED: 2018, SOURCE: 33rd Annual ACM Symposium on Applied Computing (ACM SAC) in 33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, VOLUME: Part F137816, PAGES: 529-531
AUTHORS: Ricardo Sousa ; Joao Gama ;
PUBLISHED: 2018, SOURCE: 33rd Annual ACM Symposium on Applied Computing (ACM SAC) in 33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, VOLUME: Part F137816, PAGES: 529-531
559
TITLE: Correction to: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
AUTHORS: Daniela Ferreira-Santos; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics, VOLUME: 8, ISSUE: 4, PAGES: 351-351
AUTHORS: Daniela Ferreira-Santos; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics, VOLUME: 8, ISSUE: 4, PAGES: 351-351
INDEXED IN: 
CrossRef
CrossRef560
TITLE: Cover Image, Volume 8, Issue 5 Full Text
AUTHORS: Shazia Tabassum ; Fabiola S F Pereira; Sofia da Silva Fernandes ; João Gama ;
PUBLISHED: 2018, SOURCE: Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, VOLUME: 8, ISSUE: 5
AUTHORS: Shazia Tabassum ; Fabiola S F Pereira; Sofia da Silva Fernandes ; João Gama ;
PUBLISHED: 2018, SOURCE: Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, VOLUME: 8, ISSUE: 5
INDEXED IN: DBLP CrossRef
DBLP CrossRef