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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: AI Group

Knockoff-ML: a knockoff machine learning framework for controlled variable selection and risk stratification in electronic health record data

Knockoff-ML: a knockoff machine learning framework for controlled variable selection and risk stratification in electronic health record data

November 26, 2025November 27, 2025npj Digital Medicine

Effective risk stratification is essential in clinical practice, enabling better resource allocation and improved patient outcomes. Although machine learning models have been widely used for risk prediction and stratification in electronic health record (EHR)…

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Research progress in computer-aided diagnosis systems for lung cancer

Research progress in computer-aided diagnosis systems for lung cancer

November 26, 2025November 27, 2025npj Digital Medicine

Lung cancer remains the top cause of cancer death, demanding consistent decisions. This clinically oriented review synthesizes computer-aided diagnosis across classical imaging, machine learning, and deep learning, emphasizing bedside-proven advances: multimodal CT/PET–clinical fusion; small-data…

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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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RapidAI Secures FDA Clearance for Five New Deep Clinical AI Modules, Expanding Enterprise Imaging Platform

RapidAI Secures FDA Clearance for Five New Deep Clinical AI Modules, Expanding Enterprise Imaging Platform

November 26, 2025November 26, 2025HIT Consultant

What You Should Know: 

– RapidAI, a pioneer in deep clinical AI, announced U.S. FDA clearance for five new imaging modules—Rapid DeltaFuse™, Rapid LMVO, Rapid MLS, Rapid OH, and Rapid Aortic for measurement. 

– The expansion…

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Greece and Sword Health to Build AI-Powered Healthcare Front Door

Greece and Sword Health to Build AI-Powered Healthcare Front Door

November 25, 2025November 25, 2025HIT Consultant

What You Should Know: 

– The Greek Government and Sword Health have signed a landmark national partnership aimed at building one of Europe’s first AI-powered front doors to healthcare. 

– The initiative will serve more than…

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Elation Health AI Saves Primary Care Clinicians Over Two Hours Daily, Reducing Burnout

Elation Health AI Saves Primary Care Clinicians Over Two Hours Daily, Reducing Burnout

November 25, 2025November 25, 2025HIT Consultant

What You Should Know: 

– Elation Health, the technology company focused on powering innovation in primary care, today released new survey findings detailing the measurable impact of its AI-powered platform on clinician efficiency and well-being.

–…

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Ceribell Receives FDA Clearance for Clarity® AI, Becoming First Point-of-Care EEG for All Ages

Ceribell Receives FDA Clearance for Clarity® AI, Becoming First Point-of-Care EEG for All Ages

November 25, 2025November 26, 2025HIT Consultant

What You Should Know: 

– Ceribell, Inc. today announced that the U.S. FDA has granted 510(k) clearance for its next-generation Clarity® algorithm. 

– The FDA clearance makes the Ceribell System the first and only AI-powered point-of-care…

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SimonMed Imaging Launches AI-Powered Mobile Reports to Transform Mammography Results

SimonMed Imaging Launches AI-Powered Mobile Reports to Transform Mammography Results

November 25, 2025November 25, 2025HIT Consultant

What You Should Know: 

– SimonMed Imaging, one of the nation’s largest outpatient medical imaging providers, announced the launch of a new digital health platform, powered by Cascaid Health to ensure women complete vital follow-up…

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Interpretable Machine Learning Models for Analyzing Determinants Affecting the Use of mHealth Apps Among Family Caregivers of Patients With Stroke in Chinese Communities: Cross-Sectional Survey Study

Interpretable Machine Learning Models for Analyzing Determinants Affecting the Use of mHealth Apps Among Family Caregivers of Patients With Stroke in Chinese Communities: Cross-Sectional Survey Study

November 25, 2025November 25, 2025JMIR mHealth and uHealth

Background: The mHealth App was believed as an effective method to support family caregivers to better care for stroke patients. This study aimed to explore the status and the influencing factors of mHealth App…

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Q&A: How Mayo Clinic Is ‘Supercharging’ Its Nursing Teams With Technology

Q&A: How Mayo Clinic Is ‘Supercharging’ Its Nursing Teams With Technology

November 24, 2025November 25, 2025HealthTech Magazine

Imagine if healthcare technology wasn’t implemented without nurses’ input, but instead was created with them, for them — designed around their expertise, needs and real-world experience.
That’s how Mayo Clinic Chief Nursing Officer Ryannon Frederick…

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If we can reduce the cost and improve the quality of medical technology through advances in nanotechnology, we can more widely address the medical conditions that are prevalent and reduce the level of human suffering.

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