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Tech Trends: Healthcare IT Leaders Get Real on the State of AI in 2026

Tech Trends: Healthcare IT Leaders Get Real on the State of AI in 2026

January 29, 2026January 29, 2026
Securing access for a transient healthcare workforce

Securing access for a transient healthcare workforce

January 29, 2026January 29, 2026
Secure healthcare helpdesks with a Verified Trust approach

Secure healthcare helpdesks with a Verified Trust approach

January 29, 2026January 29, 2026
The Helpdesk Under Attack: Social Engineering, Emerging Threat Actors, and How Healthcare Can Defend the Frontline

The Helpdesk Under Attack: Social Engineering, Emerging Threat Actors, and How Healthcare Can Defend the Frontline

January 29, 2026January 29, 2026
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Tag: Large Language Models

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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Graph retrieval augmented large language models for facial phenotype associated rare genetic disease

Graph retrieval augmented large language models for facial phenotype associated rare genetic disease

August 24, 2025August 24, 2025npj Digital Medicine

Many rare genetic diseases have recognizable facial phenotypes that serve as diagnostic clues. While Large Language Models (LLMs) have shown potential in healthcare, their application to rare genetic diseases still faces challenges like hallucination…

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CARE-AD: a multi-agent large language model framework for Alzheimer’s disease prediction using longitudinal clinical notes

CARE-AD: a multi-agent large language model framework for Alzheimer’s disease prediction using longitudinal clinical notes

August 24, 2025August 24, 2025npj Digital Medicine

Large language models (LLMs) have shown promising capabilities across diverse domains, yet their application to complex clinical prediction tasks remains limited. In this study, we present CARE-AD (Collaborative Analysis and Risk Evaluation for Alzheimer’s…

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A novel sequence-based transformer model architecture for integrating multi-omics data in preterm birth risk prediction

A novel sequence-based transformer model architecture for integrating multi-omics data in preterm birth risk prediction

August 20, 2025August 21, 2025npj Digital Medicine

Preterm birth (PTB) significantly contributes to maternal and perinatal mortality and lifelong morbidity. While large language models (LLM) offer considerable potential for disease risk prediction and early detection, their application to PTB prediction using…

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AI used by local authorities may introduce gender bias in care

AI used by local authorities may introduce gender bias in care

August 18, 2025August 18, 2025Digital Health

Large language models (LLMs) used by English local authorities to support social workers may be introducing gender bias into care decisions, according to research from London School of Economics and Political Science (LSE).
The study,…

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