Healthcare Revenue Cycle Machine Learning Predictor

Create a predictive Python model using scikit-learn that forecasts potential insurance claim denials and revenue leakage in healthcare billing systems. The model should integrate historical claims data, identify complex patterns of claim rejection, and provide a probability score for each potential denial. Develop a dashboard visualization using Plotly that allows revenue cycle managers to proactively address high-risk claims before submission.