Ms. Carty has over 30 years of healthcare experience ranging from provider-based decision support in a hospital environment to decision support for healthcare payers.  Reimbursement analysis and modeling experience encompass DRG/APC/EAPG weight recalibration and provider rate setting. Extensive experience modeling CMS reimbursement methods for all inpatient, outpatient, and professional claims.  Additional knowledge in the area of medical episode grouping application in various settings and uses. Ms. Carty leads a team of data scientists focusing on payment integrity, machine learning, data visualizations and clinical interpretation via NLP.