Differentiating Benign From Malignant Cystic Renal Masses: A Feasibility Study of Computed Tomography Texture-Based Machine Learning Algorithms

• Published in: Journal of computer assisted tomography
• Main Authors: Miskin, Nityanand, Qin, Lei, Silverman, Stuart G, Shinagare, Atul B
• Format: Journal Article
• Language: English
• Published: United States 01.05.2023

The Bosniak classification attempts to predict the likelihood of renal cell carcinoma (RCC) among cystic renal masses but is subject to interobserver variability and often requires multiphase imaging. Artificial intelligence may provide a more objective assessment. We applied computed tomography tex...