Diagnostic evaluation of a deep learning model for optical diagnosis of colorectal cancer

Colonoscopy is commonly used to screen for colorectal cancer (CRC). We develop a deep learning model called CRCNet for optical diagnosis of CRC by training on 464,105 images from 12,179 patients and test its performance on 2263 patients from three independent datasets. At the patient-level, CRCNet a...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
izdano v:Nat Commun
Main Authors: Zhou, Dejun, Tian, Fei, Tian, Xiangdong, Sun, Lin, Huang, Xianghui, Zhao, Feng, Zhou, Nan, Chen, Zuoyu, Zhang, Qiang, Yang, Meng, Yang, Yichen, Guo, Xuexi, Li, Zhibin, Liu, Jia, Wang, Jiefu, Wang, Junfeng, Wang, Bangmao, Zhang, Guoliang, Sun, Baocun, Zhang, Wei, Kong, Dalu, Chen, Kexin, Li, Xiangchun
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2020
Teme:
Article
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7289893/
https://ncbi.nlm.nih.gov/pubmed/32528084
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-16777-6
Oznake: Označite
Brez oznak, prvi označite!

Podobne knjige/članki