Open access
Jul 2026
Application of an improved YOLOv5s-based deep learning model for automated detection of pulmonary adenocarcinoma in situ and minimally invasive adenocarcinoma
The improved YOLOv5s-based deep learning model performed better in automated detection, and the LCSA × ASFF combination improved localization accuracy while maintaining recall through the synergy between local contrast enhancement and adaptive scale fusion.
Zhipeng Sun, Jinghui Chen, Lianxin Xie et al.
· Frontiers in Medicine · 0 citations