30 citations · 44 across the 5 of their papers we have counts for
5 papers
SNPs Filtered by Allele Frequency Improve the Prediction of Hypertension Subtypes
Yiming Li, Sanjiv J. Shah, Donna Arnett +2
Hypertension is the leading global cause of cardiovascular disease and premature death. Distinct hypertension subtypes may vary in their prognoses and require different treatments.…
Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization
Yuan Luo, Chengsheng Mao, Yiben Yang +5
Hypertension is a heterogeneous syndrome in need of improved subtyping using phenotypic and genetic measurements so that patients in different subtypes share similar pathophysiolog…
A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography
Jeffrey Zhang, Sravani Gajjala, Pulkit Agrawal +13
Automated cardiac image interpretation has the potential to transform clinical practice in multiple ways including enabling low-cost serial assessment of cardiac function in the pr…
An Information Extraction Approach to Prescreen Heart Failure Patients for Clinical Trials
Abhishek Kalyan Adupa, Ravi Prakash Garg, Jessica Corona-Cox +2
To reduce the large amount of time spent screening, identifying, and recruiting patients into clinical trials, we need prescreening systems that are able to automate the data extra…
A Bootstrap Machine Learning Approach to Identify Rare Disease Patients from Electronic Health Records
Ravi Garg, Shu Dong, Sanjiv Shah +1
Rare diseases are very difficult to identify among large number of other possible diagnoses. Better availability of patient data and improvement in machine learning algorithms empo…