Multiple Regression Analysis and Frequent Itemset Mining of Electronic Medical Records: A Visual Analytics Approach Using VISA_M3R3. - Sheikh S. Abdullah; Neda Rostamzadeh; Kamran Sedig; Amit X. Garg; Eric McArthur (Data, 2020)

Visual Analytics for Dimension Reduction and Cluster Analysis of High Dimensional Electronic Health Records. - Sheikh S. Abdullah; Neda Rostamzadeh; Kamran Sedig; Amit X. Garg; Eric McArthur (Informatics, 2020)

Machine Learning for Identifying Medication-Associated Acute Kidney Injury. - Sheikh S. Abdullah; Neda Rostamzadeh; Kamran Sedig; Daniel J. Lizotte; Amit X. Garg; Eric McArthur (Informatics, 2020)

Predicting Acute Kidney Injury: A Machine Learning Approach Using Electronic Health Records. - Sheikh S. Abdullah; Neda Rostamzadeh; Kamran Sedig; Amit X. Garg; Eric McArthur (Inf., 2020)

VERONICA: Visual Analytics for Identifying Feature Groups in Disease Classification. - Neda Rostamzadeh; Sheikh S. Abdullah; Kamran Sedig; Amit X. Garg; Eric McArthur (Inf., 2021)

Visual Analytics for Predicting Disease Outcomes Using Laboratory Test Results. - Neda Rostamzadeh; Sheikh S. Abdullah; Kamran Sedig; Amit X. Garg; Eric McArthur (Informatics, 2022)