Dynamic Functional Continuous Time Bayesian Networks for Prediction and Monitoring of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions. - Syed Hasib Akhter Faruqui; Adel Alaeddini; Jing Wang; Susan P. Fisher-Hoch; Joseph B. Mccormick (IEEE Access, 2021)

A Model Predictive Control Functional Continuous Time Bayesian Network for Self-Management of Multiple Chronic Conditions. - Syed Hasib Akhter Faruqui; Adel Alaeddini; Jing Wang; Susan P. Fisher-Hoch; Joseph B. Mccormick; Julian Carvajal Rico (CoRR, 2022)

A Laplacian regularized graph neural network for predictive modeling of multiple chronic conditions. - Julian Carvajal Rico; Adel Alaeddini; Syed Hasib Akhter Faruqui; Susan P. Fisher-Hoch; Joseph B. Mccormick (Comput. Methods Programs Biomed., 2024)

A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network. - Julian Carvajal Rico; Adel Alaeddini; Syed Hasib Akhter Faruqui; Susan P. Fisher-Hoch; Joseph B. Mccormick (CoRR, 2024)