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Population-Level Dissemination of a Smoking Cessation Smartphone App: Quasi-Experimental Comparison of Values-Based Messages in Social Media Advertisements

Population-Level Dissemination of a Smoking Cessation Smartphone App: Quasi-Experimental Comparison of Values-Based Messages in Social Media Advertisements

July 29, 2025July 29, 2025
How Observability Improves IT and Security Workflows in Healthcare

How Observability Improves IT and Security Workflows in Healthcare

July 28, 2025July 29, 2025
A consensus statement on the use of digital twins in medicine

A consensus statement on the use of digital twins in medicine

July 28, 2025July 29, 2025
Neurogen Biomarking Virtual Care Ecosystem Cuts Time to Alzheimer’s Intervention by 4.5 Years

Neurogen Biomarking Virtual Care Ecosystem Cuts Time to Alzheimer’s Intervention by 4.5 Years

July 28, 2025July 29, 2025
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Tag: LLMs

Retrieval-augmented generation elevates local LLM quality in radiology contrast media consultation

Retrieval-augmented generation elevates local LLM quality in radiology contrast media consultation

July 2, 2025July 2, 2025npj Digital Medicine

Large language models (LLMs) demonstrate significant potential in healthcare applications, but clinical deployment is limited by privacy concerns and insufficient medical domain training. This study investigated whether retrieval-augmented generation (RAG) can improve locally deployable…

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How AI is used in FDA-authorized medical devices: a taxonomy across 1,016 authorizations

How AI is used in FDA-authorized medical devices: a taxonomy across 1,016 authorizations

July 1, 2025July 1, 2025npj Digital Medicine

We reviewed 1016 FDA authorizations of AI/ML-enabled medical devices to develop a taxonomy capturing key variations in clinical and AI-related features. Quantitative image analysis remains the most common application, but its relative proportion has…

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An evaluation framework for ambient digital scribing tools in clinical applications

An evaluation framework for ambient digital scribing tools in clinical applications

June 13, 2025June 14, 2025npj Digital Medicine

Ambient digital scribing (ADS) tools alleviate clinician documentation burden, reducing burnout and enhancing efficiency. As AI-driven ADS tools integrate into clinical workflows, robust governance is essential for ethical and secure deployment. This study proposes…

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Evaluating evidence-based health information from generative AI using a cross-sectional study with laypeople seeking screening information

Evaluating evidence-based health information from generative AI using a cross-sectional study with laypeople seeking screening information

June 9, 2025June 10, 2025npj Digital Medicine

Large language models (LLMs) are used to seek health information. Guidelines for evidence-based health communication require the presentation of the best available evidence to support informed decision-making. We investigate the prompt-dependent guideline compliance of…

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When investigator meets large language models: a qualitative analysis of cancer patient decision-making journeys

When investigator meets large language models: a qualitative analysis of cancer patient decision-making journeys

June 5, 2025June 5, 2025npj Digital Medicine

Large language models (LLMs) are transforming the landscape of healthcare research, yet their role in qualitative analysis remains underexplored. This study compares human-led and LLM-assisted approaches to analyzing cancer patient narratives, using 33 semi-structured…

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Racial bias in AI-mediated psychiatric diagnosis and treatment: a qualitative comparison of four large language models

Racial bias in AI-mediated psychiatric diagnosis and treatment: a qualitative comparison of four large language models

June 4, 2025June 5, 2025npj Digital Medicine

Artificial intelligence (AI), particularly large language models (LLMs), is increasingly integrated into mental health care. This study examined racial bias in psychiatric diagnosis and treatment across four leading LLMs: Claude, ChatGPT, Gemini, and NewMes-15…

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Using LLMs with decision support could improve diagnoses, MGB shows

Using LLMs with decision support could improve diagnoses, MGB shows

June 3, 2025June 3, 2025Healthcare IT news

Mass General Brigham researchers see value in a hybrid approach that makes use of generative artificial intelligence to diagnose patients. Comparing two arge language models – OpenAI’s GPT-4 and Google’s Gemini 1.5 – with its…

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Iterative refinement and goal articulation to optimize large language models for clinical information extraction

Iterative refinement and goal articulation to optimize large language models for clinical information extraction

May 23, 2025May 23, 2025npj Digital Medicine

Extracting structured data from free-text medical records at scale is laborious, and traditional approaches struggle in complex clinical domains. We present a novel, end-to-end pipeline leveraging large language models (LLMs) for highly accurate information…

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Layer Health, White Plains Hospital partner for clinical registry reporting

Layer Health, White Plains Hospital partner for clinical registry reporting

May 21, 2025May 22, 2025MobiHealthNews

New York-based White Plains Hospital is collaborating with Layer Health, an AI-enabled chart review company, to automate reporting across multiple clinical registries and accelerate the chart review process.White Plains Hospital participates in numerous clinical…

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What’s Inside Generative AI’s Brain?

What’s Inside Generative AI’s Brain?

May 21, 2025May 21, 2025Digital Health Frontier

Large language models like ChatGPT are finding their way into healthcare, business, and everyday life. The study of mechanistic interpretability may help us create safer, more trustworthy algorithms by “looking under the hood.”

By Paul…

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The most promising technology is AI combined with what we call "digital endpoints" for each service we provide. Digital endpoints are technologies like online scheduling, asynchronous video visits, and voice and application programming interfaces. The combination of AI and these endpoints mean that we can enable more sophisticated navigation, new business models, reduce friction and improve care delivery.

Aaron Martin

Recent Posts

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    Population-Level Dissemination of a Smoking Cessation Smartphone App: Quasi-Experimental Comparison of Values-Based Messages in Social Media Advertisements

    July 29, 2025July 29, 2025Comments Off on Population-Level Dissemination of a Smoking Cessation Smartphone App: Quasi-Experimental Comparison of Values-Based Messages in Social Media Advertisements
  • How Observability Improves IT and Security Workflows in Healthcare

    How Observability Improves IT and Security Workflows in Healthcare

    July 28, 2025July 29, 2025Comments Off on How Observability Improves IT and Security Workflows in Healthcare
  • A consensus statement on the use of digital twins in medicine

    A consensus statement on the use of digital twins in medicine

    July 28, 2025July 29, 2025Comments Off on A consensus statement on the use of digital twins in medicine
  • Neurogen Biomarking Virtual Care Ecosystem Cuts Time to Alzheimer’s Intervention by 4.5 Years

    Neurogen Biomarking Virtual Care Ecosystem Cuts Time to Alzheimer’s Intervention by 4.5 Years

    July 28, 2025July 29, 2025Comments Off on Neurogen Biomarking Virtual Care Ecosystem Cuts Time to Alzheimer’s Intervention by 4.5 Years
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    Curbside Consult with Dr. Jayne 7/28/25

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    July 28, 2025July 28, 2025Comments Off on Rapid vessel segmentation and reconstruction of head and neck angiograms from MR vessel wall images
  • Mayo Clinic Deploys NVIDIA Infrastructure to Drive GenAI Solutions in Medicine

    Mayo Clinic Deploys NVIDIA Infrastructure to Drive GenAI Solutions in Medicine

    July 28, 2025July 29, 2025Comments Off on Mayo Clinic Deploys NVIDIA Infrastructure to Drive GenAI Solutions in Medicine
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    Universal Care Plan: a crucial tool for patient-led care

    July 28, 2025July 28, 2025Comments Off on Universal Care Plan: a crucial tool for patient-led care
  • CIO Podcast - Episode 99: Epic's Honor Roll Good Maintenance Grant with Michael Mainiero

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  • GE HealthCare and Ascension Partner to Enhance Clinical and Operational Outcomes Across National Network

    GE HealthCare and Ascension Partner to Enhance Clinical and Operational Outcomes Across National Network

    July 28, 2025July 29, 2025Comments Off on GE HealthCare and Ascension Partner to Enhance Clinical and Operational Outcomes Across National Network

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