3 papers
cs.CV2026
Clinically-Informed Modeling for Pediatric Brain Tumor Classification from Whole-Slide Histopathology Images
Joakim Nguyen, Jian Yu, Jinrui Fang +7
Accurate diagnosis of pediatric brain tumors, starting with histopathology, presents unique challenges for deep learning, including severe data scarcity, class imbalance, and fine-…
cs.CV2026
PathMoE: Interpretable Multimodal Interaction Experts for Pediatric Brain Tumor Classification
Jian Yu, Joakim Nguyen, Jinrui Fang +10
Accurate classification of pediatric central nervous system tumors remains challenging due to histological complexity and limited training data. While pathology foundation models h…
cs.DS2025
Range (Rényi) Entropy Queries and Partitioning
Aryan Esmailpour, Sanjay Krishnan, Stavros Sintos
Data partitioning that maximizes/minimizes the Shannon entropy, or more generally the Rényi entropy is a crucial subroutine in data compression, columnar storage, and cardinality…