Mining patterns of comorbidity evolution in patients with multiple chronic conditions using unsupervised multi-level temporal Bayesian network

por Faruqui, Syed Hasib Akhter, Alaeddini, Adel, Jaramillo, Carlos A., Potter, Jennifer S., Pugh, Mary Jo
Publicado 2018

A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions

por FARUQUI, SYED HASIB AKHTER, ALAEDDINI, ADEL, WANG, JING, JARAMILLO, CARLOS A., PUGH, MARY JO
Publicado 2021

Development of a Deep Learning Model for Dynamic Forecasting of Blood Glucose Level for Type 2 Diabetes Mellitus: Secondary Analysis of a Randomized Controlled Trial

por Faruqui, Syed Hasib Akhter, Du, Yan, Meka, Rajitha, Alaeddini, Adel, Li, Chengdong, Shirinkam, Sara, Wang, Jing
Publicado 2019

Summarizing Complex Graphical Models of Multiple Chronic Conditions Using the Second Eigenvalue of Graph Laplacian: Algorithm Development and Validation

por Faruqui, Syed Hasib Akhter, Alaeddini, Adel, Chang, Mike C, Shirinkam, Sara, Jaramillo, Carlos, NajafiRad, Peyman, Wang, Jing, Pugh, Mary Jo
Publicado 2020