Preoperative Prediction of Microsatellite Instability in Rectal Cancer Using Five Machine Learning Algorithms Based on Multiparametric MRI Radiomics

Objectives: To establish and verify radiomics models based on multiparametric MRI for preoperatively identifying the microsatellite instability (MSI) status of rectal cancer (RC) by comparing different machine learning algorithms. Methods: This retrospective study enrolled 383 (training set, 268; te...

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Detalles Bibliográficos
Autores principales: Zhang, Yang, Liu, Jing, Wu, Cuiyun, Peng, Jiaxuan, Wei, Yuguo, Cui, Sijia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858257/
https://www.ncbi.nlm.nih.gov/pubmed/36673079
http://dx.doi.org/10.3390/diagnostics13020269

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858257/
https://www.ncbi.nlm.nih.gov/pubmed/36673079
http://dx.doi.org/10.3390/diagnostics13020269

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