Open access
Oct 2026
HINN prioritizes multi-omics biomarkers associated with cognitive decline.
MOTIVATION Integrating multi-omics data for disease prediction remains challenging due to the complexity of cross-layer biological interactions and the limited use of prior biological knowledge in many machine learning models. We present the Hierarchical Input Neural Network (HINN), a deep learning framework that incor...
Yashu Vashishath, S. Beaver, Fahad Saeed et al.
· Bioinformatics · 0 citations