LLM Research - Blogs: LLM

LLM Research - Blogs: LLM

Case Study: Improving Pre-Charting for Medicare Wellness Visits at OhioHealth

Customer-facing case study of the OhioHealth Annual Wellness Visit program that also generated the fall-risk, functional-decline, and depression-screening manuscripts. Currently

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Population-Scale Functional Fall-Risk Indicator Assessment in Medicare Annual Wellness Visits Using Conversational AI

Nearly one in three older adults who reported no falls in the past year still showed two or more functional

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Therapeutic Inertia in Pharmacologic Dose Optimization: Prevalence, Clinical Consequences, and Economic Burden Across Sixteen Chronic Conditions

Failure to titrate medications to guideline-recommended target doses is widespread across sixteen chronic conditions and carries substantial clinical and economic

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Hidden Functional Decline: How Conversational Voice AI Detects Early Mobility and ADL Impairment in Older Adults with High Self-Rated Health

Nearly half of the older adults who described their own health as good or better showed two or more mobility

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TRADE: Transducer-Augmented Decoder for Speech LLM

Most speech AI models can’t respond while you’re still talking — they lose track of the audio as it arrives,

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Inference// Speech

Voice, Safety, and Latency: Building AI for Healthcare Conversations (Part 2)

A walkthrough of how speech recognition, the language model, and voice synthesis run in parallel so the agent responds in

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Hippocratic AI Launches Polaris 5.0: The First Evidence- based AI for Healthcare Proven to Outperform Major Frontier Models on Critical Medical Tasks and Safety

New Skills and Features for Healthcare Introduced: Built on more than 180m real patient interactions, validated by U.S.-licensed clinicians and

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Inference// Safety// Speech

Voice, Safety, and Latency: Building AI for Healthcare Conversations (Part 1)

Why holding a natural healthcare conversation is one of the hardest problems in real-time AI.

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A Simple Plug-in for Improving Eviction-Based KV Cache Compression

A simple inference add-on that lets AI models handle long conversations with far less memory.

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Generative Artificial Intelligence-Driven Voice Assistance for Patient Education in Ophthalmology

Patients and eye doctors gave high marks to a voice AI that teaches patients about eye-injection treatment.

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