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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

Streamlined machine learning model for early sepsis risk prediction in burn patients

Streamlined machine learning model for early sepsis risk prediction in burn patients

October 21, 2025October 22, 2025npj Digital Medicine

Sepsis is the leading cause of mortality in burn patients, yet early identification remains difficult due to persistent hyperinflammatory responses and altered baseline physiology. We developed a streamlined machine learning model for early sepsis…

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From Surgery to Recovery: Winning Under TEAM with Real-Time Insights

From Surgery to Recovery: Winning Under TEAM with Real-Time Insights

October 21, 2025October 21, 2025Healthcare IT Today

The following is a guest article by Phyllis Wojtusik, RN, Executive Vice President, Value-Based Care at Real Time Medical Systems
Hospitals are about to take on greater responsibility for patient outcomes—extending well beyond discharge. Beginning…

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A deep learning based automatic report generator for retinal optical coherence tomography images

A deep learning based automatic report generator for retinal optical coherence tomography images

October 20, 2025October 20, 2025npj Digital Medicine

Reading and summarizing insights from Optical Coherence Tomography (OCT) images is a routine yet time-consuming task that requires expensive time from experienced ophthalmologists. This paper introduces the Multi-label OCT Report Generation (MORG) model, a…

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Automated real-time assessment of intracranial hemorrhage detection AI using an ensembled monitoring model (EMM)

Automated real-time assessment of intracranial hemorrhage detection AI using an ensembled monitoring model (EMM)

October 16, 2025October 17, 2025npj Digital Medicine

Artificial intelligence (AI) tools for radiology are commonly unmonitored once deployed. The lack of real-time case-by-case assessments of AI prediction confidence requires users to independently distinguish between trustworthy and unreliable AI predictions, which increases…

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Brook.ai Raises $28M to Scale Remote Care Model Nationwide

Brook.ai Raises $28M to Scale Remote Care Model Nationwide

October 16, 2025October 17, 2025HIT Consultant

What You Should Know:

–       Brook.ai is making remote care an integral part of U.S. healthcare, extending continuity of care outside the traditional practice setting and delivering measurable improvements in patient outcomes. 

–       The company’s success has…

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Counsel Health Raises $25M to Launch Physician-Supervised AI Care Platform

Counsel Health Raises $25M to Launch Physician-Supervised AI Care Platform

October 16, 2025October 17, 2025HIT Consultant

What You Should Know:

–  Counsel Health today announced the launch of its next-generation AI care platform, built to serve as the responsible front door to healthcare.

–  Backed by a $25M Series A led by Andreessen Horowitz…

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Exploring Fit in a Mobile Health Intervention for Alcohol Use Disorder: Qualitative Study

Exploring Fit in a Mobile Health Intervention for Alcohol Use Disorder: Qualitative Study

October 15, 2025October 15, 2025JMIR mHealth and uHealth

Background: Implementation frameworks like the EPIS model emphasize the importance of the “fit” between an intervention and its context, which includes the needs of its target population, as well as the culture, resources, and…

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Evidential deep learning-based ALK-expression screening using H&E-stained histopathological images

Evidential deep learning-based ALK-expression screening using H&E-stained histopathological images

October 14, 2025October 14, 2025npj Digital Medicine

Efficient and accurate identification of genetic alterations of non-small cell lung cancer is a critical diagnostic process for targeted therapies. Utilizing advanced modern deep learning is a potential solution that can accurately predict genetic…

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OutcomesAI Secures $10M  to Launch Scalable Nursing Model with AI Voice Agents

OutcomesAI Secures $10M to Launch Scalable Nursing Model with AI Voice Agents

October 14, 2025October 15, 2025HIT Consultant

What You Should Know: 

– OutcomesAI, a digital healthcare company pioneering a new model of scalable nursing secures $10M in seed financing led by Santé Ventures.

– The funding will accelerate the commercial rollout of its…

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Deep learning CT model for stratified diagnosis of pancreatic cystic neoplasms: multicenter development, validation, and real-world clinical impact

Deep learning CT model for stratified diagnosis of pancreatic cystic neoplasms: multicenter development, validation, and real-world clinical impact

October 13, 2025October 14, 2025npj Digital Medicine

Pancreatic cystic neoplasms (PCN) are critical precursors for early pancreatic cancer detection, yet current diagnostic methods lack accuracy and consistency. This multicenter study developed and validated an artificial intelligence (AI)-powered CT model (PCN-AI) for…

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The most promising technology is AI combined with what we call "digital endpoints" for each service we provide. Digital endpoints are technologies like online scheduling, asynchronous video visits, and voice and application programming interfaces. The combination of AI and these endpoints mean that we can enable more sophisticated navigation, new business models, reduce friction and improve care delivery.

Aaron Martin

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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