Open access
Jul 2026
Deep learning-based segmentation and subtype prediction of renal cell carcinoma on contrast-enhanced CT.
This study validates the efficiency and clinical applicability of the YOLOv11 framework for RCC subtyping and develops and validate an automated deep learning system for simultaneous tumor segmentation and histopathological subtyping using multicenter contrast-enhanced CT (CECT) imaging.
Xiaoliang Chen, Yingwei Xie, Zehai Huang et al.
· npj Precision Oncology · 0 citations