Toby C. Cornish

ShadoNet: A Cell Detection and Classification Framework for Ki-67 Pathology Images.

MOTIVATION Accurate detection and classification of individual cells are essential for quantitative histopathology. In Ki-67-based tumor grading, the clinically relevant index is calculated from immunopositive and immunonegative tumor cells, while non-tumor cells should be excluded. This is challenging because Ki-67-st...