Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer

Microsatellite instability (MSI) has been approved as a pan-cancer biomarker for immune checkpoint blockade (ICB) therapy. However, current MSI identification methods are not available for all patients. We proposed an ensemble multiple instance deep learning model to predict microsatellite status ba...

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Detalles Bibliográficos
Autores principales: Cao, Rui, Yang, Fan, Ma, Si-Cong, Liu, Li, Zhao, Yu, Li, Yan, Wu, De-Hua, Wang, Tongxin, Lu, Wei-Jia, Cai, Wei-Jing, Zhu, Hong-Bo, Guo, Xue-Jun, Lu, Yu-Wen, Kuang, Jun-Jie, Huan, Wen-Jing, Tang, Wei-Min, Huang, Kun, Huang, Junzhou, Yao, Jianhua, Dong, Zhong-Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2020
Materias:
Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7532670/
https://www.ncbi.nlm.nih.gov/pubmed/33042271
http://dx.doi.org/10.7150/thno.49864

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