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cs.CV2026
HERO: Histology Encoder for Robust Representation in Oncology
Zhi Li, Eghbal Amidi, Yating Cheng +12
Foundation models trained on large pathology image corpora now provide strong, transferable representations for computational pathology. Over the past few years a series of such mo…
cs.CV2026
ESICA: A Scalable Framework for Text-Guided 3D Medical Image Segmentation
Yu Xin, Gorkem Can Ates, Jun Ma +5
Text guided 3D medical image segmentation offers a flexible alternative to class based and spatial prompt based models by allowing users to specify regions of interest directly in…