Prediction of pathological grade of oral squamous cell carcinoma and construction of prognostic model based on deep learning algorithm

Abstract The aim of this study is to establish a deep learning model for predicting the pathological grade of oral squamous cell carcinoma(OSCC) based on whole slide images (WSIs). The histopathological images of 257 patients with OSCC were downloaded from TCGA database and randomly divided into tra...

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Bibliographic Details

Published in:	Discover Oncology
Main Authors:	Tingru Shao, Peirong Ni, Chun Wang, Jiahui Li, Xiaozhi Lv
Format:	Article
Language:	English
Published:	Springer 2025-06-01
Subjects:	Deep learning Oral squamous cell carcinoma Pathological grade Prognosis
Online Access:	https://doi.org/10.1007/s12672-025-02144-8