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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: model

$50M Gift Transforms Mayo Healthcare Innovation

$50M Gift Transforms Mayo Healthcare Innovation

July 7, 2025July 7, 2025DistilINFO Hospital IT

Table of Contents

Berg Family’s Transformative Donation
Mayo Clinic Berg Innovation Exchange Overview
Unique Philanthropy-Driven Model
Global Healthcare Innovation Strategy
Technology Focus Areas
Future Impact and Expansion Plans

Berg Family’s Transformative Donation
Rochester, Minnesota-based Mayo Clinic has received a groundbreaking $50 million…

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Hospital At Home Model Evolves Forward

Hospital At Home Model Evolves Forward

July 7, 2025July 7, 2025DistilINFO Hospital IT

Table of Contents

Best Buy’s Healthcare Exit Strategy
Health Systems Double Down on Home Care
Market Consolidation Signals Maturity
The End of Tech Tourism Phase
Retail Healthcare Challenges
Future Requirements for Success
Government Support and Sustainability

Best Buy’s Healthcare Exit Strategy
The recent…

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Responsible Artificial Intelligence governance in oncology

Responsible Artificial Intelligence governance in oncology

July 5, 2025July 5, 2025npj Digital Medicine

The use of Artificial Intelligence (AI) in healthcare is expanding rapidly, including in oncology. Although generic AI development and implementation frameworks exist in healthcare, no effective governance models have been reported in oncology. Our…

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Development and multicenter validation of an AI driven model for quantitative meibomian gland evaluation

Development and multicenter validation of an AI driven model for quantitative meibomian gland evaluation

July 4, 2025July 4, 2025npj Digital Medicine

This multicenter retrospective study developed and validated an AI driven model for automated segmentation and quantitative evaluation of meibomian glands using infrared meibography images acquired by the Keratograph 5M device. A total of 1350…

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Microsoft AI diagnoses complex medical cases with 85% accuracy, study finds

Microsoft AI diagnoses complex medical cases with 85% accuracy, study finds

July 3, 2025July 3, 2025MobiHealthNews

Microsoft has developed an AI-enabled diagnostic system, the Microsoft AI Diagnostic Orchestrator (MAI-DxO), which can accurately diagnose complex medical cases at a rate more than four times higher than human doctors, according to a…

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Large language model trained on clinical oncology data predicts cancer progression

Large language model trained on clinical oncology data predicts cancer progression

July 2, 2025July 2, 2025npj Digital Medicine

Subspecialty knowledge barriers have limited the adoption of large language models (LLMs) in oncology. We introduce Woollie, an open-source, oncology-specific LLM trained on real-world data from Memorial Sloan Kettering Cancer Center (MSK) across lung,…

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Predicting quality measure completion among 14 million low-income patients enrolled in medicaid

Predicting quality measure completion among 14 million low-income patients enrolled in medicaid

July 2, 2025July 3, 2025npj Digital Medicine

Low-income populations have disproportionately low completion of recommended healthcare services, from missed vaccinations to cancer screenings. While machine learning models help identify high-risk patients for targeted treatment, they have rarely been evaluated for quality…

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Lunit and Microsoft Collaborate to Advance AI-Driven Cancer Diagnosis

Lunit and Microsoft Collaborate to Advance AI-Driven Cancer Diagnosis

July 2, 2025July 3, 2025HIT Consultant

What You Should Know:

– Lunit, a provider of AI for cancer diagnostics and therapeutics announced a strategic collaboration with Microsoft to accelerate the delivery of AI-powered healthcare solutions globally. 

– The partnership, coupled with Lunit’s…

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Clinical decision support using pseudo-notes from multiple streams of EHR data

Clinical decision support using pseudo-notes from multiple streams of EHR data

July 2, 2025July 2, 2025npj Digital Medicine

Electronic health records (EHR) contain data from disparate sources, spanning various biological and temporal scales. In this work, we introduce the Multiple Embedding Model for EHR (MEME), a deep learning framework for clinical decision…

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Federated target trial emulation using distributed observational data for treatment effect estimation

Federated target trial emulation using distributed observational data for treatment effect estimation

July 2, 2025July 2, 2025npj Digital Medicine

Target trial emulation (TTE) aims to estimate treatment effects by simulating randomized controlled trials using real-world observational data. Applying TTE across distributed datasets shows great promise in improving generalizability and power but is always…

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With respect to healthcare, I see digital transformation as a formula: simplified patient journey + streamlined employee workflow = a memorable experience. The ability to distill the patient touch points down to only what is necessary, make the behind-the-scenes workflow less cumbersome (reducing silos and friction points) and accelerate the entire throughput with carefully selected and complementary technology is the essence of digital transformation. Process is always upstream from technology, and any digital effort should take that into consideration.

Tom Barnett

Recent Posts

  • 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, 2026Comments Off on Diverging trajectories of trust in healthcare and on-line information seeking: what’s next with LLMs
  • What impact has healow had on your organization and the patients’ experience?

    What impact has healow had on your organization and the patients’ experience?

    January 31, 2026February 1, 2026Comments Off on What impact has healow had on your organization and the patients’ experience?
  • Weekly Roundup – January 31, 2026

    Weekly Roundup – January 31, 2026

    January 31, 2026February 1, 2026Comments Off on Weekly Roundup – January 31, 2026
  • Embedding clinical intelligence to help close care gaps

    Embedding clinical intelligence to help close care gaps

    January 31, 2026January 31, 2026Comments Off on Embedding clinical intelligence to help close care gaps
  • 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, 2026Comments Off on Impact of Mobilization Facilitated by Wearable Device Enhanced Patient Monitoring/Electrophysiology Pod–Based Feedback on Postoperative Complications Following Colorectal Cancer Surgery: Randomized Controlled Trial
  • Meditech founder Neil Pappalardo dies at 83

    Meditech founder Neil Pappalardo dies at 83

    January 31, 2026January 31, 2026Comments Off on Meditech founder Neil Pappalardo dies at 83
  • The Landscape of Mobile Apps for Healthy Eating: Case Study for a Systematic Review and Quality Assessment

    The Landscape of Mobile Apps for Healthy Eating: Case Study for a Systematic Review and Quality Assessment

    January 31, 2026January 31, 2026Comments Off on The Landscape of Mobile Apps for Healthy Eating: Case Study for a Systematic Review and Quality Assessment
  • Decagon raises $250M for AI agents, triples valuation to $4.5B

    Decagon raises $250M for AI agents, triples valuation to $4.5B

    January 30, 2026January 31, 2026Comments Off on Decagon raises $250M for AI agents, triples valuation to $4.5B
  • Successful AI adoption requires meaningful change management

    Successful AI adoption requires meaningful change management

    January 30, 2026January 31, 2026Comments Off on Successful AI adoption requires meaningful change management
  • The Safe AI in Medicaid Alliance can help providers hone their tactics

    The Safe AI in Medicaid Alliance can help providers hone their tactics

    January 30, 2026January 31, 2026Comments Off on The Safe AI in Medicaid Alliance can help providers hone their tactics

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