Quantifying the cell morphology and predicting biological behavior of signet ring cell carcinoma using deep learning

Abstract Signet ring cell carcinoma (SRCC) is a malignant tumor of the digestive system. This tumor has long been considered to be poorly differentiated and highly invasive because it has a higher rate of metastasis than well-differentiated adenocarcinoma. But some studies in recent years have shown...

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Bibliographic Details
Main Authors: Qian Da, Shijie Deng, Jiahui Li, Hongmei Yi, Xiaodi Huang, Xiaoqun Yang, Teng Yu, Xuan Wang, Jiangshu Liu, Qi Duan, Dimitris Metaxas, Chaofu Wang
Format: Article
Language:English
Published: Nature Portfolio 2022-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-03984-4