Deep learning model targeting cancer surrounding tissues for accurate cancer diagnosis based on histopathological images

Deep learning model targeting cancer surrounding tissues for accurate cancer diagnosis based on histopathological images

Abstract Accurate and fast histological diagnosis of cancers is crucial for successful treatment. The deep learning-based approaches have assisted pathologists in efficient cancer diagnosis. The remodeled microenvironment and field cancerization may enable the cancer-specific features in the image o...

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Bibliographic Details
Main Authors: Lanlan Li, Yi Geng, Tao Chen, Kaixin Lin, Chengjie Xie, Jing Qi, Hongan Wei, Jianping Wang, Dabiao Wang, Ze Yuan, Zixiao Wan, Tuoyang Li, Yanxin Luo, Decao Niu, Juan Li, Huichuan Yu
Format: Article
Language:English
Published: BMC 2025-01-01
Series:Journal of Translational Medicine
Subjects:
Histological image
Cancer-adjacent tissues
Deep learning
Field cancerization
Cancer diagnosis
Online Access:https://doi.org/10.1186/s12967-024-06017-6

Internet

https://doi.org/10.1186/s12967-024-06017-6

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