MRI-Based Grading of Clear Cell Renal Cell Carcinoma Using a Machine Learning Classifier

OBJECTIVE: To develop a machine learning (ML)-based classifier for discriminating between low-grade (ISUP I-II) and high-grade (ISUP III-IV) clear cell renal cell carcinomas (ccRCCs) using MRI textures. MATERIALS AND METHODS: We retrospectively evaluated a total of 99 patients (with 61 low-grade and...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Xin-Yuan, Zhang, Yu, Chen, Yu-Xing, Huang, Zi-Qiang, Xia, Xiao-Yue, Yan, Yi-Xin, Xu, Mo-Ping, Chen, Wen, Wang, Xian-long, Chen, Qun-Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8517330/
https://www.ncbi.nlm.nih.gov/pubmed/34660276
http://dx.doi.org/10.3389/fonc.2021.708655

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8517330/
https://www.ncbi.nlm.nih.gov/pubmed/34660276
http://dx.doi.org/10.3389/fonc.2021.708655

Ejemplares similares