Healthcare

This paper introduces HEART, a tool for prediction modeling and behavioral risk factor analysis.

This paper uses SHAP and counterfactual explanation to analyze dementia risk in diabetic and non-diabetic populations..

Developing interactive and explainable algorithms for survival analysis with applications in equipment failure prediction, customer churn analytics, risk forecasting, and patient outcome modeling.

This paper assesses hospital length of stay using interpretable survival analysis.

Advanced graph neural network architectures for analyzing evolving multimodal data with applications in brain disease detection, metabolic mechanisms, molecular analysis, and drug discovery.