Cancer Genome Atlas

A new self-supervised learning framework, Tiny Vision Transformer with Pathology-Aware Prototype Distillation (TVT-PAPD), achieved a weighted F1-score of 93.02% on the TCGA LGG and GBM dataset and 90.…

Researchers at the SMM4H-HeaRD 2026 conference used deep learning models to predict cancer stages from pathology reports, with LightGBM and TF-IDF achieving high AUROC scores. However, performance dro…