Advanced Healthcare Fraud Detection Neural Network

Design a deep learning-based fraud detection system specifically tailored for healthcare insurance claims processing. Implement a multi-layer neural network architecture that can identify suspicious claim patterns using unsupervised and supervised learning techniques. Include feature engineering steps that can handle complex, multi-dimensional medical billing data while maintaining extremely low false-positive rates.