Results for Python

Interpretable deep neural network identifies robust biomarkers for diseases with mechanistic insights from omics data

Xiaoyue Hu, Yuhao Ma, Ruixing Ming, Heping Zhang + 1 more

Identifying essential biomarkers remains a core challenge in elucidating the pathogenic mechanisms and achieving precise diagnosis of complex diseases. Deep neural networks offer immense predictive power, yet their lack of interpretability severely limits downstream biological insight. Here, we introduce DeepVaris, an…