MRI-based radiomics machine learning model to differentiate non-clear cell renal cell carcinoma from benign renal tumors

MRI-based radiomics machine learning model to differentiate non-clear cell renal cell carcinoma from benign renal tumors

Purpose: We aim to develop an MRI-based radiomics model to improve the accuracy of differentiating non-ccRCC from benign renal tumors preoperatively. Methods: The retrospective study included 195 patients with pathologically confirmed renal tumors (134 non-ccRCCs and 61 benign renal tumors) who unde...

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Bibliographic Details
Main Authors: Ruiting Wang, Lianting Zhong, Pingyi Zhu, Xianpan Pan, Lei Chen, Jianjun Zhou, Yuqin Ding
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:European Journal of Radiology Open
Subjects:
Renal cell carcinoma
Benign renal tumors
Machine learning
Radiomics
Magnetic resonance imaging
Online Access:http://www.sciencedirect.com/science/article/pii/S2352047724000637
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