Author

Cheng-Bin Ye

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Open access Aug 2026

An interpretable MRI radiomics approach for preoperative prediction of lymphovascular space invasion in cervical cancer using optimal peritumoral region

This interpretable MRI-based radiomics model facilitates accurate preoperative prediction of LVSI in cervical cancer and offers a noninvasive tool for risk stratification and may support individualized treatment decision-making.

Xian-Yan Wu, Chuan-Fang Xu, Sha Shi et al. · Frontiers in Oncology · 0 citations

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