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Weekly Roundup – November 1, 2025

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Dreem Health partners with Sleep Cycle to connect app users with sleep experts

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Where the Rural Health Transformation Program stands during the shutdown

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Tag: GPT-4

A strategy for cost-effective large language model use at health system-scale

A strategy for cost-effective large language model use at health system-scale

November 18, 2024November 18, 2024npj Digital Medicine

Large language models (LLMs) can optimize clinical workflows; however, the economic and computational challenges of their utilization at the health system scale are underexplored. We evaluated how concatenating queries with multiple clinical notes and…

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Evaluation and mitigation of cognitive biases in medical language models

Evaluation and mitigation of cognitive biases in medical language models

October 21, 2024October 22, 2024npj Digital Medicine

Increasing interest in applying large language models (LLMs) to medicine is due in part to their impressive performance on medical exam questions. However, these exams do not capture the complexity of real patient–doctor interactions…

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Fair Square Medicare Launches GenAI-Powered Voice Agent

Fair Square Medicare Launches GenAI-Powered Voice Agent

August 14, 2024August 15, 2024HIT Consultant

What You Should Know:

– Fair Square Medicare, a technology company building the next generation of software solutions for Medicare companies, today unveiled Vox, a groundbreaking generative AI platform that transforms customer experience for Medicare carriers…

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Evaluating multimodal AI in medical diagnostics

Evaluating multimodal AI in medical diagnostics

August 7, 2024August 7, 2024npj Digital Medicine

This study evaluates multimodal AI models’ accuracy and responsiveness in answering NEJM Image Challenge questions, juxtaposed with human collective intelligence, underscoring AI’s potential and current limitations in clinical diagnostics. Anthropic’s Claude 3 family demonstrated…

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LLMs Outperforms Clinicians in Predicting Mental Health Crises

LLMs Outperforms Clinicians in Predicting Mental Health Crises

August 6, 2024August 7, 2024HIT Consultant

What You Should Know:  – Brightside Health, a telemental health company released research demonstrating the potential of large language models (LLM) in predicting mental health crises.  – The study, published in JMIR Mental Health,…

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Dana-Farber’s Innovative Approach to Secure LLM Integration Success Story

Dana-Farber’s Innovative Approach to Secure LLM Integration Success Story

August 6, 2024August 6, 2024DistilINFO Hospital IT

Introduction
The Dana-Farber Cancer Institute (DFCI) has taken significant strides in integrating large language models (LLMs) into its operations, focusing on non-clinical applications. This initiative, led by Renato Umeton, the Director of AI Operations and…

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Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

July 23, 2024July 23, 2024npj Digital Medicine

Recent studies indicate that Generative Pre-trained Transformer 4 with Vision (GPT-4V) outperforms human physicians in medical challenge tasks. However, these evaluations primarily focused on the accuracy of multi-choice questions alone. Our study extends the…

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In This Round, Humans 1, AI LLMs 0 - MedCity News

In This Round, Humans 1, AI LLMs 0 – MedCity News

July 23, 2024July 23, 2024MedCity News

A new study that pitted six humans, OpenAI’s GPT-4 and Anthropic’s Claude3-Opus to evaluate which of them can answer medical questions most accurately found that flesh and blood still beat out artificial intelligence.

Both…

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LLMs Fall Short in Medical Accuracy Compared to Human Experts

LLMs Fall Short in Medical Accuracy Compared to Human Experts

July 22, 2024July 23, 2024HIT Consultant

What You Should Know:  – Kahun, a company specializing in evidence-based clinical AI, has released a new study comparing the medical capabilities of popular large language models (LLMs) to human experts.  – The findings…

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Study: Yale researchers reveal ChatGPT shows racial bias

Study: Yale researchers reveal ChatGPT shows racial bias

May 29, 2024May 30, 2024MobiHealthNews

Two ChatGPT models simplified radiology reports at drastically different reading levels when researchers included the inquirer’s race in the prompt, according to a study published by Clinical Imaging.Yale researchers asked GPT-3.5 and GPT-4 to…

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In 10 years the electronic medical record will be the minor player, in terms of where a person’s health history lives. Most of that information will be kept on the phone or in a secure cloud, and the patient will be highly engaged with collecting, curating and sharing that data. Most doctor visits will be like calling up a YouTube meets virtual human docs and there will also be an aspect of virtual reality.

Leslie Saxon

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