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q-fin.MF2026
An Actuarial Cost and Revenue Model for Helicopter Emergency Medical Services: Estimating Population-Based Coverage and Sustainability Thresholds
Robert D. Lieberthal, Sabin Ahmed, David M. Hechtman +4
Helicopter emergency medical services (HEMS) provide rapid access to critical care but are costly to operate and difficult to sustain financially. A clear understanding of these co…
q-fin.MF2026
Leveraging LLMs for Unstructured Claims Data Analysis
Robert D. Lieberthal, Richard Tran, Vietbao Phan +2
Actuaries rely primarily on structured numerical data for reserving and ratemaking, while valuable predictive information in unstructured text including medical records, adjuster n…