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eess.IV2026
Test-Time Instance Selection for Improved Whole Slide Image Analysis
Quoc Anh Nguyen, Sunhong Park, Jin Tae Kwak
Whole Slide Image (WSI) analysis has been widely studied for cancer diagnosis. Conventionally, a gigapixel WSI is divided into small patches and processed by Multiple Instance Lear…
eess.IV2024
GPC: Generative and General Pathology Image Classifier
Anh Tien Nguyen, Jin Tae Kwak
Deep learning has been increasingly incorporated into various computational pathology applications to improve its efficiency, accuracy, and robustness. Although successful, most pr…
eess.IV2024
CAMP: Continuous and Adaptive Learning Model in Pathology
Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim +3
There exist numerous diagnostic tasks in pathology. Conventional computational pathology formulates and tackles them as independent and individual image classification problems, th…