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Harshil Lodhiya, Alex McManus

Public reference bibliography and cataloged PDF materials authored or published by Harshil Lodhiya, Alex McManus.

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Pattern Intelligence: Unsupervised, LLM-Interpreted Discovery of Systematic Underpayment and Denial Patterns in Healthcare Revenue Cycle Management

Year: 2026 • Source: arxiv.org • Listed PDF

Healthcare providers lose substantial revenue to systematic payer underpayments and claim denials, yet identifying the recurring, correctable patterns behind them remains largely manual and does not scale to hospital cla...