260 citations · 411 across the 11 of their papers we have counts for
11 papers
A Method for Quantifying Position Reconstruction Uncertainty in Astroparticle Physics using Bayesian Networks
Christina Peters, Aaron Higuera, Shixiao Liang +4
Robust position reconstruction is paramount for enabling discoveries in astroparticle physics as backgrounds are significantly reduced by only considering interactions within the f…
Identifying Ventricular Arrhythmias and Their Predictors by Applying Machine Learning Methods to Electronic Health Records in Patients With Hypertrophic Cardiomyopathy(HCM-VAr-Risk Model)
Moumita Bhattacharya, Dai-Yin Lu, Shibani M Kudchadkar +10
Clinical risk stratification for sudden cardiac death (SCD) in hypertrophic cardiomyopathy (HC) employs rules derived from American College of Cardiology Foundation/American Heart…
Machine Learning Methods for Identifying Atrial Fibrillation Cases and Their Predictors in Patients With Hypertrophic Cardiomyopathy: The HCM-AF-Risk Model
Moumita Bhattacharya, Dai-Yin Lu, Ioannis Ventoulis +9
Hypertrophic cardiomyopathy (HCM) patients have a high incidence of atrial fibrillation (AF) and increased stroke risk, even with low risk of congestive heart failure, hypertension…
Co-occurrence of medical conditions: Exposing patterns through probabilistic topic modeling of SNOMED codes
Moumita Bhattacharya, Claudine Jurkovitz, Hagit Shatkay
Patients associated with multiple co-occurring health conditions often face aggravated complications and less favorable outcomes. Co-occurring conditions are especially prevalent a…
Approximate Queries and Representations for Large Data Sequences
Hagit Shatkay, Stanley B. Zdonik
Many new database application domains such as experimental sciences and medicine are characterized by large sequences as their main form of data. Using approximate representation c…
Assessing Chronic Kidney Disease from Office Visit Records Using Hierarchical Meta-Classification of an Imbalanced Dataset
M. Bhattacharya, C. Jurkovitz, H. Shatkay
Chronic Kidney Disease (CKD) is an increasingly prevalent condition affecting 13% of the US population. The disease is often a silent condition, making its diagnosis challenging. I…