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cs.LG2026
TRAPS: Treatment-Assignment Prediction via Pathway-informed Stratification
Sujoy Banik, Sayantan Chakraborty, Boishakhi Das Toma +4
Cancer treatment involves decisions across multiple clinical outcomes, yet pathway-informed deep learning models are typically evaluated in isolation, making their relative benefit…
cs.LG2026
Graph Transformer-Based Pathway Embedding for Cancer Prognosis
Koushik Howlader, Md Tauhidul Islam, Wei Le
Accurate prediction of cancer progression remains a challenge due to the high heterogeneity of molecular omics data across patients. While biologically informed models have improve…