Alaukik Gupta

Abstract Electronic health records are often incomplete, reducing the power of genetic association studies. For some diseases, such as knee osteoarthritis where the routine course of diagnosis involves an X-ray, image-based phenotyping offers an alternate and unbiased way to ascertain disease cases. We investigated this by training a deep-learning model to ascertain knee osteoarthritis cases from knee DXA scans that achieved clinician-level performance.

Open AccessReview by 1,†, 1,†, 1, 2, 3, 4, 1, 5, 5, 6, 4, 7 and 8,* 1 Department of Biomedical Engineering, University of Texas at Austin, Austin, TX 78712, USA 2 Department of Biology, University of Texas at Austin, Austin, TX 78712, USA 3 Department of Informatics, University of Texas at Austin, Austin, TX 78712, USA 4 Department of Neuroscience, University of Texas at Austin, Austin, TX 78712, USA 5 Department of Aerospace Engineering and Engineering Mechanics, University of Texas at...