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Tag: Large Language Models

Evaluating the performance of general purpose large language models in identifying human facial emotions

Evaluating the performance of general purpose large language models in identifying human facial emotions

October 16, 2025October 17, 2025npj Digital Medicine

We evaluated the ability of three leading LLMs (GPT-4o, Gemini 2.0 Experimental, and Claude 3.5 Sonnet) to recognize human facial expression using the NimStim dataset. GPT and Gemini matched or exceeded human performance, especially…

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Using a fine-tuned large language model for symptom-based depression evaluation

Using a fine-tuned large language model for symptom-based depression evaluation

October 7, 2025October 8, 2025npj Digital Medicine

Recent advances in artificial intelligence, particularly large language models (LLMs), show promise for mental health applications, including the automated detection of depressive symptoms from natural language. We fine-tuned a German BERT-based LLM to predict…

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The evaluation illusion of large language models in medicine

The evaluation illusion of large language models in medicine

October 7, 2025October 7, 2025npj Digital Medicine

While large language models (LLMs) hold promise for transforming clinical healthcare, current comparisons and benchmark evaluations of large language models in medicine often fail to capture real-world efficacy. Specifically, we highlight how key discrepancies…

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A longitudinal analysis of declining medical safety messaging in generative AI models

A longitudinal analysis of declining medical safety messaging in generative AI models

October 2, 2025October 2, 2025npj Digital Medicine

Generative AI models, including large language models (LLMs) and vision-language models (VLMs), are increasingly used to interpret medical images and answer clinical questions. However, their responses often include inaccuracies; therefore, safety measures like medical…

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Large language models forecast patient health trajectories enabling digital twins

Large language models forecast patient health trajectories enabling digital twins

October 1, 2025October 1, 2025npj Digital Medicine

Generative artificial intelligence is revolutionizing digital twin development, enabling virtual patient representations that predict health trajectories, with large language models (LLMs) showcasing untapped clinical forecasting potential. We developed the Digital Twin—Generative Pretrained Transformer (DT-GPT),…

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Operationalizing machine-assisted translation in healthcare

Operationalizing machine-assisted translation in healthcare

September 30, 2025October 1, 2025npj Digital Medicine

Over 25 million U.S. patients with a non-English language preference face unsafe care because discharge instructions and other materials are rarely translated in time. Advances in translation assisted by large language models can close…

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Optimizing large language models for detecting symptoms of depression/anxiety in chronic diseases patient communications

Optimizing large language models for detecting symptoms of depression/anxiety in chronic diseases patient communications

September 30, 2025September 30, 2025npj Digital Medicine

Patients with diabetes are at increased risk of comorbid depression or anxiety, complicating their management. This study evaluated the performance of large language models (LLMs) in detecting these symptoms from secure patient messages. We…

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AI-Powered Honeypots Give Healthcare Organizations a Leg Up on Attackers

AI-Powered Honeypots Give Healthcare Organizations a Leg Up on Attackers

September 19, 2025September 20, 2025HealthTech Magazine

“Using data sets of attacker-generated commands and responses, these models are trained to mimic server behaviors convincingly. Techniques such as supervised fine-tuning, prompt engineering and low-rank adaptations help tailor these models for specific tasks,”…

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Why Some Workloads Are Coming Home: The Case for Cloud Repatriation in Healthcare

Why Some Workloads Are Coming Home: The Case for Cloud Repatriation in Healthcare

September 5, 2025September 6, 2025HealthTech Magazine

The Driving Force Behind Cloud Repatriation
Although only 8%-9% of organizations intend to implement full workload repatriation, the cost and regulatory challenges driving the trend are real, according to IDC’s recent Server and Storage Workloads…

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AI outperforms GPs in MRCGP exams, finds study

AI outperforms GPs in MRCGP exams, finds study

August 27, 2025August 27, 2025Digital Health

Professor Kamila Hawthorne, chair of the Royal College of GPs (Credit: Grainge Photography)

A study has suggested that AI should be used to support the delivery of primary care, after chatbots outperformed GPs based…

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As the chief clinical officer of a health system that includes five hospitals, I start almost every day by asking myself the question, "What will we need hospitals for in 2030?" How much that we do today will be safely done either at home or in the ambulatory setting in the near future given advancements in point-of-care diagnostics, telehealth, artificial intelligence, nanotechnology, robotics, drones, 3D printing, virtual reality, 5G, etc.?

Daniel Durand

Recent Posts

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    December 13, 2025December 13, 2025Comments Off on Texas AG sues Epic Systems
  • HIMSSCast: Should GPT-5 be HIPAA compliant, FDA regulated?

    HIMSSCast: Should GPT-5 be HIPAA compliant, FDA regulated?

    December 13, 2025December 13, 2025Comments Off on HIMSSCast: Should GPT-5 be HIPAA compliant, FDA regulated?
  • HIMSSCast: New book offers first-person look back on challenging early chapter for healthcare AI

    HIMSSCast: New book offers first-person look back on challenging early chapter for healthcare AI

    December 13, 2025December 13, 2025Comments Off on HIMSSCast: New book offers first-person look back on challenging early chapter for healthcare AI
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    December 12, 2025December 13, 2025Comments Off on Healthcare AI implementation needs trust, training and teamwork
  • Evaluating the Quality and Features of Visual Acuity Apps Using the Mobile App Rating Scale: Systematic Review

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