CORTEXA
← Browse

Joel Saltz

2 papers indexed

arxivcs.CV2026-07-21

Pathologist Attention-Aligned Report Generation for Prostate Histopathology

Ruoyu Xue, Suryakant Singh, Souradeep Chakraborty, Pierre Marza, Oksana Yaskiv, Constantin Friedman, et al.

The allocation of visual attention by pathologists during cancer diagnosis is a highly selective process that critically shapes the information extracted from whole-slide images (WSIs). Human attention helps medical imaging tasks such as classification and segmentation, and becom…

View free PDFSource page
arxivcs.CLcs.CV2026-07-20

PathReportEval: A Systematic Benchmark for Pathology Report Generation

Suryakant Singh, Sejuti Majumder, Beatrice Knudsen, Joel Saltz, Prateek Prasanna

Pathology report generation from whole-slide images (WSIs) is a rapidly growing multimodal learning problem, yet progress is difficult to measure because existing studies use heterogeneous datasets, model settings, visual encoders, and evaluation protocols. Moreover, commonly use…

View free PDFSource page