30 citations · 45 across the 4 of their papers we have counts for
4 papers
Medical Image Deidentification, Cleaning and Compression Using Pylogik
Adrienne Kline, Vinesh Appadurai, Yuan Luo +1
Leveraging medical record information in the era of big data and machine learning comes with the caveat that data must be cleaned and de-identified. Facilitating data sharing and h…
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…