Predicting Gene Mutations in Colon Cancer Using Long-Term Temporal Dependency Learning on a Directed Co-Occurrence Asymmetry Graph
Collin Sumrell, Aleksandr Shishkin, Ekene Okeke, Alex Zelikovsky, Marmar R. Moussa
The paper predicts gene mutations in colon cancer using a gene-conditioned LSTM model with attention on inferred mutation paths from a directed co-occurrence asymmetry graph.
bioRxiv · Jul 6, 2026 · PreprintBioinformatics