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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: Box

The Prescription Black Box: Why 56% of Patients Are Struggling to Access Meds in a Digital Age

The Prescription Black Box: Why 56% of Patients Are Struggling to Access Meds in a Digital Age

January 28, 2026January 28, 2026HIT Consultant

What You Should Know

The Crisis: A new Harris Poll/Surescripts survey reveals that 56% of U.S. patients face challenges filling prescriptions, with 25% abandoning medication entirely due to cost.The Gap: Despite high digital literacy, only…

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What’s Replacing Traditional  NLP in Risk Adjustment and Why It Matters

What’s Replacing Traditional NLP in Risk Adjustment and Why It Matters

January 19, 2026January 19, 2026HIT Consultant

The RADV expansion isn’t the real story. Neither is V28.

The real story is what happened when both arrived simultaneously—and exposed a truth the industry had been quietly ignoring: the AI that powered risk adjustment…

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Who Made Your Medicine? How to Use ProPublica’s Rx Inspector to Audit Your Generics

Who Made Your Medicine? How to Use ProPublica’s Rx Inspector to Audit Your Generics

January 7, 2026January 7, 2026HIT Consultant

What You Should Know

– ProPublica has released Rx Inspector, a first-of-its-kind database that allows Americans to identify the exact facility where their generic prescriptions were manufactured.

– By connecting disparate FDA databases and suing for…

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Beyond Compliance: Why “Check-the-Box” Security Fails in Healthcare

Beyond Compliance: Why “Check-the-Box” Security Fails in Healthcare

December 30, 2025December 30, 2025HIT Consultant

Mike Levin, General Counsel and Chief Information Security Officer at Solera Health

Healthcare has become a uniquely complex and high-risk digital environment. Most organizations deal with a patchwork of legacy systems, cloud migrations, and evolving third-party…

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Healthcare 2026 Forecast: Executives on AI Survival, Financial Reckoning, and the End of Point Solutions

Healthcare 2026 Forecast: Executives on AI Survival, Financial Reckoning, and the End of Point Solutions

December 18, 2025December 20, 2025HIT Consultant

As we peer into the healthcare horizon of 2026, a singular theme crystallizes among industry leaders: the transition from aspirational innovation to operational necessity. The executive predictions for the coming year depict a sector…

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Your Brain Works Like a Machine Learning Model

Your Brain Works Like a Machine Learning Model

December 18, 2025December 20, 2025BeKey

I'm a firm believer that that gut feeling, that first instinct that you have, sometimes you might not have all of the data to support it because your brain, just like a machine learning…

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The Rise of Hybrid Intelligence: Healthcare Leaders Reject Autonomous AI in Favor of Clinical Validation

The Rise of Hybrid Intelligence: Healthcare Leaders Reject Autonomous AI in Favor of Clinical Validation

December 17, 2025December 17, 2025HIT Consultant

What You Should Know: 

– A new market survey from Carta Healthcare reveals that hospital leaders are overwhelmingly rejecting fully autonomous AI in favor of “hybrid intelligence” models that pair technology with clinical expertise.

–  With…

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Valinor Raises $13M to Predict Clinical Trial Outcomes Using Multi-Omic AI

Valinor Raises $13M to Predict Clinical Trial Outcomes Using Multi-Omic AI

December 11, 2025December 12, 2025HIT Consultant

What You Should Know: 

– Valinor has launched with $13M in seed funding to tackle one of the pharmaceutical industry’s most expensive challenges: clinical trial failure led by CRV and Harpoon Ventures. 

– The company uses…

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The cost of explainability in artificial intelligence-enhanced electrocardiogram models

The cost of explainability in artificial intelligence-enhanced electrocardiogram models

December 5, 2025December 6, 2025npj Digital Medicine

Artificial intelligence-enhanced electrocardiogram (AI-ECG) models have shown outstanding performance in diagnostic and prognostic tasks, yet their black-box nature hampers clinical adoption. Meanwhile, a growing demand for explainable AI in medicine underscores the need for…

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A systematic review of explainable artificial intelligence methods for speech-based cognitive decline detection

A systematic review of explainable artificial intelligence methods for speech-based cognitive decline detection

November 26, 2025November 26, 2025npj Digital Medicine

Artificial intelligence models analyzing speech show remarkable promise for identifying cognitive decline, achieving performance comparable to clinical assessments. However, their “black box” nature poses significant barriers to clinical adoption, as healthcare professionals require transparent…

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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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