KD_ConvNeXt: knowledge distillation-based image classification of lung tumor surgical specimen sections

KD_ConvNeXt: knowledge distillation-based image classification of lung tumor surgical specimen sections

Introduction: Lung cancer is currently among the most prevalent and lethal cancers in the world in terms of incidence and fatality rates. In clinical practice, identifying the specific subtypes of lung cancer is essential in diagnosing and treating lung lesions.Methods: This paper aims to collect hi...

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Bibliographic Details
Main Authors: Zhaoliang Zheng, Henian Yao, Chengchuang Lin, Kaixin Huang, Luoxuan Chen, Ziling Shao, Haiyu Zhou, Gansen Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Genetics
Subjects:
lung cancer classification
knowledge distillation
Swin Transformer
ConvNeXt
lung tumor surgical specimen sections
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2023.1254435/full

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https://www.frontiersin.org/articles/10.3389/fgene.2023.1254435/full

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