Open access
Jul 2026
Screening efficiency over experience: Rapid target detection in low‐power field as a modifiable cognitive biomarker for diagnostic accuracy in digital cytology
Traditionally, cytology expertise has been equated with professional experience. However, the transition to whole‐slide imaging and artificial intelligence (AI) necessitates a shift from exhaustive screening to rapid verification. The goal of this study was to identify cognitive biomarkers associated with diagnostic accuracy and evaluate their modifiability.
Naoya Abe, Yukari Nishimura, K. Yamashita et al.
· Cancer Cytopathology · 0 citations