Colin B. Compas
Nvidia (United States)(US)
Publications by Year
Research Areas
Medical Image Segmentation Techniques, Ultrasound Imaging and Elastography, Cardiac Valve Diseases and Treatments, Advanced MRI Techniques and Applications, Medical Imaging Techniques and Applications
Most-Cited Works
- → A large language model for electronic health records(2022)779 cited
- → Federated learning for predicting clinical outcomes in patients with COVID-19(2021)664 cited
- → Contour tracking in echocardiographic sequences via sparse representation and dictionary learning(2013)96 cited
- → GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records(2022)52 cited
- → Predicting blood–brain barrier permeability of molecules with a large language model and machine learning(2024)44 cited
- → Federated Learning used for predicting outcomes in SARS-COV-2 patients(2021)44 cited
- → Radial Basis Functions for Combining Shape and Speckle Tracking in 4D Echocardiography(2014)30 cited
- → GatorTron: A Large Language Model for Clinical Natural Language Processing(2022)29 cited
- → Automatic detection of coronary stenosis in X-ray angiography through spatio-temporal tracking(2014)26 cited
- → Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation(2012)16 cited