Shouichi Sato

Staining, magnification, and algorithmic conditions for highly accurate cell detection and cell classification by deep learning

2023 · American Journal of Clinical Pathology

OBJECTIVES: Research into cytodiagnosis has seen an active exploration of cell detection and classification using deep learning models. We aimed to clarify the challenges of magnification, staining methods, and false positives in creating general purpose …