Prediction of PD-L1 and CD68 in Clear Cell Renal Cell Carcinoma with Green Learning

Prediction of PD-L1 and CD68 in Clear Cell Renal Cell Carcinoma with Green Learning

Clear cell renal cell carcinoma (ccRCC) is the most common type of renal cancer. Extensive efforts have been made to utilize radiomics from computed tomography (CT) imaging to predict tumor immune microenvironment (TIME) measurements. This study proposes a Green Learning (GL) framework for approxima...

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Bibliographic Details
Main Authors: Yixing Wu, Alexander Shieh, Steven Cen, Darryl Hwang, Xiaomeng Lei, S. J. Pawan, Manju Aron, Inderbir Gill, William D. Wallace, C.-C. Jay Kuo, Vinay Duddalwar
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Journal of Imaging
Subjects:
radiomics
clear cell renal cell carcinoma
PD-L1
CD68
Green Learning
feature selection
Online Access:https://www.mdpi.com/2313-433X/11/6/191
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