Deep neural network for the prediction of KRAS, NRAS, and BRAF genotypes in left-sided colorectal cancer based on histopathologic images

Author:

Li Xuejie,Chi Xianda,Huang Pinjie,Liang Qiong,Liu JianpeiORCID

Funder

Guangdong Provincial Natural Science Foundation

Guangzhou Municipal Science and Technology Project

Publisher

Elsevier BV

Reference32 articles.

1. Therapeutic landscape and future direction of metastatic colorectal cancer. Nature reviews;Bando;Gastroenterol. Hepatol.,2023

2. Deep learning for colon cancer histopathological images analysis;Ben Hamida;Comput. Biol. Med.,2021

3. Deep learning based tissue analysis predicts outcome in colorectal cancer;Bychkov;Sci. Rep.,2018

4. Metastatic colorectal cancer: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up;Cervantes;Ann. Oncol.,2023

5. Classification and mutation prediction based on histopathology H&E images in liver cancer using deep learning;Chen;NPJ Precis Oncol.,2020

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