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Publication details

Document type
Journal articles

Document subtype
Full paper

Title
Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD

Participants in the publication
Telma Pereira (Author)
LASIGE
 Sandra Cardoso (Author)
Manuela Guerreiro (Author)
Alexandre Mendonça (Author)
Sara C. Madeira (Author)
Dep. Informática
 LASIGE
Date of Publication
2020-01

Institution
FACULDADE DE CIÊNCIAS DA UNIVERSIDADE DE LISBOA

Where published
Journal of Biomedical Informatics

Publication Identifiers
ISSN - 1532-0464

Publisher
Elsevier BV

Volume
101

Starting page
103350

Document Identifiers
DOI - https://doi.org/10.1016/j.jbi.2019.103350
URL - http://dx.doi.org/10.1016/j.jbi.2019.103350

Rankings
Google Metrics Scholar (2020) - 55 - Medical Informatics
Web Of Science Q1 (2020) - 6.317 - COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS - SCIE
Web Of Science Q1 (2020) - 6.317 - MEDICAL INFORMATICS - SCIE
SCIMAGO Q1 (2020) - 1.057 - Computer Science Applications
SCIMAGO Q1 (2020) - 1.057 - Health Informatics
SCOPUS Q1 (2020) - 8.1 - Health Informatics
SCOPUS Q1 (2020) - 8.1 - Computer Science Applications


Export

APA
Telma Pereira, Sandra Cardoso, Manuela Guerreiro, Alexandre Mendonça, Sara C. Madeira, (2020). Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD. Journal of Biomedical Informatics, 101, ISSN 1532-0464. eISSN . http://dx.doi.org/10.1016/j.jbi.2019.103350

IEEE
Telma Pereira, Sandra Cardoso, Manuela Guerreiro, Alexandre Mendonça, Sara C. Madeira, "Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD" in Journal of Biomedical Informatics, vol. 101, 2020. 10.1016/j.jbi.2019.103350

BIBTEX
@article{43399, author = {Telma Pereira and Sandra Cardoso and Manuela Guerreiro and Alexandre Mendonça and Sara C. Madeira}, title = {Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD}, journal = {Journal of Biomedical Informatics}, year = 2020, volume = 101 }