Raimondo Fanale

GRALIS-Report: auditable region-level attribution and structured clinical report generation for breast cancer histology

Deep learning classifiers for breast cancer histology achieve expert-level accuracy but do not explain which tissue regions drove the diagnosis. We present GRALIS-Report , an attribution pipeline with two defining architectural properties: raw images never enter the report generation stage , and no informati...