The Impact of Image Acquisition Parameters and ComBat Harmonization on the Predictive Performance of Radiomics: A Renal Cell Carcinoma Model

Radiomics, one of the potential methods for developing clinical biomarker, is one of the exponentially growing research fields. In addition to its potential, several limitations have been identified in this field, and most importantly the effects of variations in imaging parameters on radiomic featu...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Abdalla Ibrahim, Lin Lu, Hao Yang, Oguz Akin, Lawrence H. Schwartz, Binsheng Zhao
Format:	Article
Language:	English
Published:	MDPI AG 2022-09-01
Subjects:	handcrafted radiomics harmonization ccRCC
Online Access:	https://www.mdpi.com/2076-3417/12/19/9824