Deep Claim: Payer Response Prediction from Claims Data with Deep Learning

Content provided by Byung-Hak Kim, the first author of the paper Deep Claim: Payer Response Prediction from Claims Data with Deep Learning. Peer-review research has been the cornerstone of advancing the practice of medicine, it's time to apply this same scientific rigor to improving the back office of healthcare. Alpha Health is proud to have our research featured at ICML2020. The paper outlines a predictive model we've developed that has the potential to help significantly reduce wasteful healthcare spending. What's New: The paper describes one of the company's machine learning models believed to be the first published deep learning-based system that successfully predicts how a claim will be paid in advance of submission to a payer.