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Development and validation of MRI‐based deep learning models for prediction of microsatellite instability in rectal cancer

BACKGROUND: Microsatellite instability (MSI) predetermines responses to adjuvant 5‐fluorouracil and immunotherapy in rectal cancer and serves as a prognostic biomarker for clinical outcomes. Our objective was to develop and validate a deep learning model that could preoperatively predict the MSI sta...

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Detalles Bibliográficos
Autores principales: Zhang, Wei, Yin, Hongkun, Huang, Zixing, Zhao, Jian, Zheng, Haoyu, He, Du, Li, Mou, Tan, Weixiong, Tian, Song, Song, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209621/
https://www.ncbi.nlm.nih.gov/pubmed/33963688
http://dx.doi.org/10.1002/cam4.3957