Histopathological Classification Model for Semi-supervised Knowledge Distillation

Histopathological image classification is a key technology for computer-aided diagnosis, which largely relies on a large amount of labeled data. Although boosting semi-supervised and weakly supervised methods can reduce dependence on labeled data, they still suffer from issues such as low data utili...

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Autores principales: XIE Yining, CHEN Xiaokai, ZHANG Yuming, ZHU Yinping, LONG Jun
Formato: Artigo
Lenguaje:Chinês
Publicado: Harbin University of Science and Technology Publications 2025-10-01
Colección:Journal of Harbin University of Science and Technology
Materias:
histopathological classification
prior knowledge
self-supervised contrastive learning
knowledge distillation
semisupervised learning
Acceso en línea:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=2457
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