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Diverging trajectories of trust in healthcare and on-line information seeking: what’s next with LLMs

Diverging trajectories of trust in healthcare and on-line information seeking: what’s next with LLMs

February 1, 2026February 1, 2026
Weekly Roundup – January 31, 2026

Weekly Roundup – January 31, 2026

January 31, 2026February 1, 2026
Embedding clinical intelligence to help close care gaps

Embedding clinical intelligence to help close care gaps

January 31, 2026January 31, 2026
Impact of Mobilization Facilitated by Wearable Device Enhanced Patient Monitoring/Electrophysiology Pod–Based Feedback on Postoperative Complications Following Colorectal Cancer Surgery: Randomized Controlled Trial

Impact of Mobilization Facilitated by Wearable Device Enhanced Patient Monitoring/Electrophysiology Pod–Based Feedback on Postoperative Complications Following Colorectal Cancer Surgery: Randomized Controlled Trial

January 31, 2026January 31, 2026
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Tag: Large Language Models

Layer Health garners $21M for AI chart review platform

Layer Health garners $21M for AI chart review platform

March 27, 2025MobiHealthNews

Layer Health, an AI-enabled chart review company, announced it secured $21 million in Series A funding. Define Ventures led the round, with participation from GV (Google Ventures), Flare Capital Partners and MultiCare Capital Partners. 
WHAT IT DOES
Layer…

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Accuracy of online symptom assessment applications, large language models, and laypeople for self–triage decisions

Accuracy of online symptom assessment applications, large language models, and laypeople for self–triage decisions

March 25, 2025npj Digital Medicine

Symptom-Assessment Application (SAAs, e.g., NHS 111 online) that assist laypeople in deciding if and where to seek care (self-triage) are gaining popularity and Large Language Models (LLMs) are increasingly used too. However, there is…

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5 Questions About Retrieval-Augmented Generation

5 Questions About Retrieval-Augmented Generation

March 24, 2025HealthTech Magazine

1. What Is Retrieval-Augmented Generation?
RAG is a way to leverage already-trained large language models such as GPT-4, Gemini, Bard and Llama when building applications powered by artificial intelligence. By adding local knowledge (such as…

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UKHSA using AI to identify sources of food poisoning

UKHSA using AI to identify sources of food poisoning

March 21, 2025Digital Health

The UK Health Security Agency (UKHSA) is exploring how AI could be used to analyse online restaurant reviews and identify sources of food poisoning.
In a study, UKHSA researchers assessed how effective various large language…

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Cross sectional pilot study on clinical review generation using large language models

Cross sectional pilot study on clinical review generation using large language models

March 19, 2025npj Digital Medicine

As the volume of medical literature accelerates, necessitating efficient tools to synthesize evidence for clinical practice and research, the interest in leveraging large language models (LLMs) for generating clinical reviews has surged. However, there…

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Preliminary analysis of the impact of lab results on large language model generated differential diagnoses

Preliminary analysis of the impact of lab results on large language model generated differential diagnoses

March 18, 2025npj Digital Medicine

Differential diagnosis (DDx) is crucial for medicine as it helps healthcare providers systematically distinguish between conditions that share similar symptoms. This study evaluates the influence of lab test results on DDx accuracy generated by…

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How the American Cancer Society Is Using LLMs to Accelerate Research

How the American Cancer Society Is Using LLMs to Accelerate Research

March 18, 2025MedCity News

The American Cancer Society is betting on generative AI’s potential to accelerate cancer research, having struck a multi-year collaboration with Layer Health this month.

Boston-based Layer, founded in 2023, is a healthcare AI company that…

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Digital Medicine Society, Google Health launch free course on genAI

Digital Medicine Society, Google Health launch free course on genAI

March 17, 2025MobiHealthNews

The Digital Medicine Society (DiMe) and Google Health launched a free online course for medical professionals, researchers, administrators and innovators to learn the fundamentals of generative AI, large language models (LLMs) and the technologies’…

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Large language model agents can use tools to perform clinical calculations

Large language model agents can use tools to perform clinical calculations

March 17, 2025npj Digital Medicine

Large language models (LLMs) can answer expert-level questions in medicine but are prone to hallucinations and arithmetic errors. Early evidence suggests LLMs cannot reliably perform clinical calculations, limiting their potential integration into clinical workflows….

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AI Accelerates Cancer Research: ACS Partners with Layer Health for LLM Data Extraction

AI Accelerates Cancer Research: ACS Partners with Layer Health for LLM Data Extraction

March 13, 2025HIT Consultant

What You Should Know: 

– The American Cancer Society (ACS) and Layer Health, an innovator in AI-driven healthcare technology, have announced a multi-year collaboration aimed at accelerating cancer research. This partnership will leverage large language…

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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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