Xingqi Zhi

Pan-cancer frozen section classification using a soft mixture of experts vision transformer under weak supervision

2026 · Scientific Reports

Intraoperative frozen section analysis is critical for evaluating tumor malignancy, assessing surgical margins, and informing real-time clinical decisions. However, limitations such as inconsistent slide quality, diagnostic variability, and time constraints challenge its reliability in routine …