Deep neural network uncertainty estimation for early oral cancer diagnosis.

Journal: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology

Published Date: Apr 17, 2024

Abstract

BACKGROUND: Early diagnosis in oral cancer is essential to reduce both morbidity and mortality. This study explores the use of uncertainty estimation in deep learning for early oral cancer diagnosis.

Authors

Huiping Lin

Zhejiang University School of Medicine, First Affiliated Hospital, Department of Stomatology, Hangzh, China.
Hanshen Chen

Zhejiang Institute of Communications, College of Intelligent Transportation, Hangzhou, China.
Jun Lin

Keywords

Bayes Theorem Deep Learning Early Detection of Cancer Humans Mouth Neoplasms Neural Networks, Computer Retrospective Studies Uncertainty

External Resources

View on PubMed Access via DOI PubMed (38632703)

Deep neural network uncertainty estimation for early oral cancer diagnosis.

Abstract

Authors

Keywords

External Resources

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