White Papers & Research

Free research and insights on healthcare AI, clinical data intelligence, and FHIR interoperability. No email required — download instantly.

Featured
White Paper · TroveLLM

The Missing 70%: Unlocking Hidden Clinical Value

Why up to 70% of reimbursable clinical codes are missed in traditional workflows, and how TroveLLM's 33B MoE model recovers them — delivering a 310% increase in code yield with less than 1% clinical inaccuracy.

Download PDF

All White Papers

Click any paper to download the full PDF — free, no signup required.

White Paper · TroveLLM

TroveLLM vs AWS Comprehend Medical

Head-to-head comparison of TroveLLM against AWS Comprehend Medical across clinical NLP tasks including entity extraction, medical coding, and contextual understanding. TroveLLM achieves 73.5% accuracy vs 59.3% for MedGemma.

Download PDF
White Paper · TroveLLM

AI Medical Coding Assistant

How AI-powered medical coding transforms revenue cycle management. Covers automated ICD-10, CPT, and HCC code assignment across 12 coding systems, with real-world performance data from production deployments.

Download PDF
White Paper · Trove EMPI

One Patient, One Record: The Trove EMPI Approach

How probabilistic patient matching with cultural name intelligence resolves patient identity at scale — achieving 99.55% resolution rate while preventing false-positive merges.

Download PDF
White Paper · TroveCare Agent

TroveCare: Enterprise Patient Access Platform

Architecture and performance of TroveCare Agent — delivering clinical intelligence to patients at $2,880/mo vs $29,642/mo for GPT-5, with less than 0.3% quality loss and 262K token context windows.

Download PDF

Want to see the platform in action?

Book a 30-minute demo and see how Trove Health transforms clinical data into actionable intelligence.

Request a Demo