9 citations · 10 across the 3 of their papers we have counts for
3 papers
Improving Patient Subtyping on Longitudinal Data using Representations from Mamba-based Architecture
Md Mozaharul Mottalib, Rahmatollah Beheshti
Effective sub-typing (also known as grouping or clustering) of patients using their electronic health record (EHR) data can greatly inform precision medicine efforts. However, subt…
HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning
Md Mozaharul Mottalib, Thao-Ly T. Phan, Rahmatollah Beheshti
Electronic health Records (EHRs) have become a cornerstone in modern-day healthcare. They are a crucial part for analyzing the progression of patient health; however, their complex…
Subtyping patients with chronic disease using longitudinal BMI patterns
Md Mozaharul Mottalib, Jessica C Jones-Smith, Bethany Sheridan +1
Obesity is a major health problem, increasing the risk of various major chronic diseases, such as diabetes, cancer, and stroke. While the role of obesity identified by cross-sectio…