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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 - LASIGE Computer Science and Engineering Research Centre
Sandra Cardoso (Author)
Manuela Guerreiro (Author)
Alexandre Mendonça (Author)
Sara C. Madeira (Author)
Dep. Informatica
LASIGE - LASIGE Computer Science and Engineering Research Centre

Scope
International

Refereeing
Yes

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 }