Aleatory-aware deep uncertainty quantification for transfer learning

Kabir, HMD; Khanam, S; Khozeimeh, Fahime; Khosravi, Abbas; Mondal, SK; Nahavandi, S; Acharya, UR

Aleatory-aware deep uncertainty quantification for transfer learning

Version 2 2024-06-05, 09:57

Version 1 2022-02-11, 08:01

journal contribution

posted on 2024-06-05, 09:57 authored by HMD Kabir, S Khanam, Fahime Khozeimeh, Abbas KhosraviAbbas Khosravi, SK Mondal, S Nahavandi, UR Acharya

Aleatory-aware deep uncertainty quantification for transfer learning

History

Journal

Computers in Biology and Medicine

Volume

143

Article number

105246

Pagination

1-14

Location

Amsterdam, The Netherlands

Publisher DOI

https://doi.org/10.1016/j.compbiomed.2022.105246

ISSN

0010-4825

eISSN

1879-0534

Language

eng

Author URL

https://www.ncbi.nlm.nih.gov/pubmed/35131610

Publication classification

C1 Refereed article in a scholarly journal

Publisher

Elsevier

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Keywords

Aleatoric COVID Epistemic Heteroscedastic Patient referral Uncertainty 4603 Computer vision and multimedia computation 4611 Machine learning

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Aleatory-aware deep uncertainty quantification for transfer learning

History

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