Current whole slide image (WSI) segmentation aims at extracting tumor regions from the
background. Unlike this, segmenting distinct tumor areas (instances) within a WSI driven by …

Recent cancer survival prediction approaches have made great strides in analyzing H&E-
stained gigapixel whole-slide images. However, methods targeting the …

Cancer is a complex disease that can affect any body part. One key feature of cancer is the
rapid production of abnormal cells that grow beyond their usual borders and can invade …

Survival prediction is a crucial task in the medical field and is essential for optimizing
treatment options and resource allocation. However, current methods often rely on limited …

Osteochondrodysplasia, affecting 2-3% of newborns globally, is a group of bone and
cartilage disorders that often result in head malformations, contributing to childhood …

Microsatellite instability (MSI) is a crucial biomarker for guiding the efficacy of
immunotherapy and adjuvant chemotherapy, making its detection essential for effective …

Medical image analysis is an impactful domain in computer science where the goal is to
computationally extract knowledge from images for health research, clinical assessment …

With the advancements of artificial intelligence, deep learning has emerged as the
predominant approach in computational pathology. It is dedicated to automatically analyzing …