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Evaluating the Microsatellite Instability of Colorectal Cancer Based on Multimodal Deep Learning Integrating Histopathological and Molecular Data

Microsatellite instability (MSI), an important biomarker for immunotherapy and the diagnosis of Lynch syndrome, refers to the change of microsatellite (MS) sequence length caused by insertion or deletion during DNA replication. However, traditional wet-lab experiment-based MSI detection is time-cons...

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Detalles Bibliográficos
Autores principales: Qiu, Wenjing, Yang, Jiasheng, Wang, Bing, Yang, Min, Tian, Geng, Wang, Peizhen, Yang, Jialiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9295995/
https://www.ncbi.nlm.nih.gov/pubmed/35865460
http://dx.doi.org/10.3389/fonc.2022.925079