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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

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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: hallucinations

Marvin Health to Deliver AI Mental Health Coaches for Clinicians

Marvin Health to Deliver AI Mental Health Coaches for Clinicians

January 16, 2026January 17, 2026HIT Consultant

What You Should Know: 

– Marvin Health has launched role-specific AI coaches built on OpenAI to support physicians, nurses, and residents.

– Unlike generic chatbots, these tools use “clinical scaffolding” to offer personalized, 24/7 support for…

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LLMs hallucinate when removing patient info from EPR, finds study

LLMs hallucinate when removing patient info from EPR, finds study

December 18, 2025December 20, 2025Digital Health

AI tools sometimes produce hallucinations when asked to remove personal patient information from electronic patient records (EPRs), a study has found.
Researchers from the University of Oxford evaluated the ability of large language models (LLMs)…

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AI in Pediatric Care Brings Challenges and New Efficiencies

AI in Pediatric Care Brings Challenges and New Efficiencies

November 7, 2025November 7, 2025HealthTech Magazine

Risks and Challenges of Using AI in Pediatrics
Large language models are prone to “sycophancy,” or the desire to satisfy the user prompting it, as well as hallucinations, which involve fabricated findings, Desai explains.
He notes…

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RapidClaims’ LLM-Powered RCM Solution Seeks Truth in Billing & Fewer Denials

RapidClaims’ LLM-Powered RCM Solution Seeks Truth in Billing & Fewer Denials

November 6, 2025November 7, 2025Healthcare IT Today

Although providers and payers feel like they're engaged in an epic, ongoing battle over claims, Abhinay Vyas, Co-Founder and Chief Data Officer at RapidClaims, believes that approvals can increase when both realize that they…

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A generative AI teaching assistant for personalized learning in medical education

A generative AI teaching assistant for personalized learning in medical education

November 4, 2025November 4, 2025npj Digital Medicine

Medical education faces a scalability crisis, where rising class sizes strain individualized instruction, while students increasingly adopt unvalidated Generative AI (GenAI) tools for individualized learning support. This study investigated how medical students integrate constrained…

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Abridge Outlines Approach to Eliminating AI Hallucinations in Clinical Notes

Abridge Outlines Approach to Eliminating AI Hallucinations in Clinical Notes

August 21, 2025August 21, 2025HIT Consultant

What You Should Know: 

– Abridge, a clinical documentation platform, has released a new research paper titled “The Science of Confabulation Elimination“. 

– The white paper details the company’s approach to classifying, detecting, and eliminating hallucinations—or…

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EPtalk by Dr. Jayne 8/14/25

EPtalk by Dr. Jayne 8/14/25

August 14, 2025August 14, 2025HIStalk

 
Perplexity made an unsolicited offer to buy the Chrome browser from Google for $34.5 billion. Several people I spoke with agree with the Axios statement that it’s a great marketing play, but unlikely…

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AI Chatbots Easily Misled by False Medical Information, Mount Sinai Study Finds

AI Chatbots Easily Misled by False Medical Information, Mount Sinai Study Finds

August 6, 2025August 7, 2025HIT Consultant

What You Should Know: 

– A new study from the Icahn School of Medicine at Mount Sinai reveals that leading AI chatbots are highly susceptible to repeating and even elaborating on false medical information. 

– However,…

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Evaluation of performance of generative large language models for stroke care

Evaluation of performance of generative large language models for stroke care

July 29, 2025July 29, 2025npj Digital Medicine

Stroke is a leading cause of global morbidity and mortality, disproportionately impacting lower socioeconomic groups. In this study, we evaluated three generative LLMs—GPT, Claude, and Gemini—across four stages of stroke care: prevention, diagnosis, treatment,…

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Beyond the Hype: Building AI Systems in Healthcare Where Hallucinations Are Not an Option

Beyond the Hype: Building AI Systems in Healthcare Where Hallucinations Are Not an Option

July 25, 2025July 25, 2025HIT Consultant

Dr. Venkat Srinivasan, Ph.D, Founder & Chair at Gyan AI

As a technologist and entrepreneur who has spent decades architecting enterprise-grade AI systems across highly regulated industries, I’ve seen firsthand the chasm between AI’s promise…

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The physical space of the hospital will be gradually digitized until virtually every object and sensor becomes part of the so-called 'Internet of Things.' These innovations can broadly be categorized as either clinical or experiential, though some will be both. Clinical innovations will involve gathering ever more "signals" from the patient (infrared, sound, electrophysiology, pulse-oximeter, facial expression, etc.) to be sifted in real time through machine-learning algorithms that will help physicians refine their understanding of diagnosis and prognosis in ways we can only imagine today. Experiential innovations will allow health systems and their partners to take a page from Netflix, using the engagement opportunity of the acute care episode to stream digital content to patients and families through TVs, tablets and their own devices from home.

Daniel Durand

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