clinical report integration 1digital pathology 1knowledge distillation 1vision-language models 1whole slide image analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
LaGuadia: Language-Guided Adaptive Distillation from Pathology Foundation Models
Gangsu Kim, Won-Ki Jeong
LaGuadia is a framework that creates a compact pathology image encoder by using clinical language to adaptively weight multiple foundation model teachers during knowledge distillat…
cs.CV2025
LanGuSTE: Language-Guided Coarse-to-Fine Patch Selection for Efficient Whole Slide Image Analysis
Yonghan Shin, SeungKyu Kim, Gangsu Kim +1
Whole slide images (WSIs) in computational pathology pose a major computational challenge due to their gigapixel scale, often requiring tens to hundreds of thousands of high-resolu…