Interpretable morphology mapping of peripheral blood leukocytes using annotation-efficient artificial intelligence
Zhuohe Liu, Simón P. Castillo, Xin Han, Xiaoping Sun, Zhihong Hu, Yinyin Yuan
This paper develops an interpretable AI framework for leukocyte morphology classification in peripheral blood smears, achieving high accuracy with reduced annotation needs and providing clinical tools for integration.
bioRxiv · May 26, 2026 · PreprintPathology