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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: Stroke

Modeling Ischemic Stroke Pathological Dynamics via Continuous Fields and Vector Flow

Modeling Ischemic Stroke Pathological Dynamics via Continuous Fields and Vector Flow

January 15, 2026January 16, 2026npj Digital Medicine

Precise localization of perfusion deficits in diffusion-weighted MRI (DWI) is critical for acute ischemic stroke management. However, existing deep learning methods typically produce discrete binary masks, failing to capture the continuous nature of ischemic…

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The EEG as a ‘Vital Sign’: Ceribell’s AI Pivot to In-Hospital Stroke Detection

The EEG as a ‘Vital Sign’: Ceribell’s AI Pivot to In-Hospital Stroke Detection

January 5, 2026January 6, 2026HIT Consultant

What You Should Know: 

– Ceribell’s LVO Stroke Breakthrough In January 2026, the FDA granted Breakthrough Device Designation to Ceribell for its LVO (Large Vessel Occlusion) stroke monitor. 

– This first-in-class tool applies an AI algorithm…

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Stroke Patient Left Stranded by Transport Provider

Stroke Patient Left Stranded by Transport Provider

December 24, 2025December 24, 2025DistilINFO Hospital IT

Overview of the Incident
A distressing incident involving a stroke patient and his wife has highlighted serious concerns about the reliability of non-emergency patient transport services in the UK. Terry Allen from Pangbourne, Berkshire, and…

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Farzad Mostashari's Aledade Helps Doctors Get Paid for Prevention

Farzad Mostashari’s Aledade Helps Doctors Get Paid for Prevention

December 18, 2025December 21, 2025Healthcare IT Today

CMS provides numerous avenues to implement value-based care. Dr. Farzad Mostashari, who was the National Coordinator for Health Information Technology during a critical period of EHR implementations in the U.S., co-founded Aledade 11 years…

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India, Korea hospitals deploy stroke AI and more briefs

India, Korea hospitals deploy stroke AI and more briefs

December 15, 2025December 15, 2025Healthcare IT news

India, Korea hospitals deploy stroke AI and more briefs | Healthcare IT News

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AI tool helps spot deadly clots in stroke patients faster, study shows

AI tool helps spot deadly clots in stroke patients faster, study shows

December 4, 2025December 4, 2025Digital Health

Dr David Hargroves, national clinical director for stroke at NHS England (Credit: NHS England)

An AI imaging tool can help doctors spot deadly clots in stroke patients more than an hour earlier, a study…

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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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Smartwatch Atrial Fibrillation Detection Accuracy Ranked

Smartwatch Atrial Fibrillation Detection Accuracy Ranked

November 19, 2025November 19, 2025DistilINFO Hospital IT

Understanding Atrial Fibrillation and Wearable Detection
Atrial fibrillation (AFib) represents one of the most common cardiac arrhythmias affecting millions worldwide, characterized by irregular and often rapid heart rhythms that can lead to serious complications including…

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From retina to brain: how deep learning closes the gap in silent stroke screening

From retina to brain: how deep learning closes the gap in silent stroke screening

November 14, 2025November 14, 2025npj Digital Medicine

Silent brain infarctions (SBIs), affecting 20% of adults and increasing stroke risk, evade routine MRI screening. While retinal scans offer a “window to the brain,” prior AI failed to simultaneously detect SBIs and predict…

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RADIANT-CERSI Innovator Support programme: Omnilabs Research accelerates regulatory roadmap through expert-led support

RADIANT-CERSI Innovator Support programme: Omnilabs Research accelerates regulatory roadmap through expert-led support

November 10, 2025November 11, 2025DigitalHealth.London

Omnihuman VR is a personalised telerehabilitation tool that uses music stimulation to improve compliance with upper-limb rehabilitation exercises for stroke survivors. The product supports clinicians by tracking patient progress through a dashboard, collecting data…

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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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