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Diverging trajectories of trust in healthcare and on-line information seeking: what’s next with LLMs

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Weekly Roundup – January 31, 2026

Weekly Roundup – January 31, 2026

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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

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Tag: Validation

PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks

PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks

November 19, 2025November 20, 2025npj Digital Medicine

The complexity and variability of high-resolution pathological images present significant challenges in computational pathology. While AI-driven pathology foundation models have advanced the field, they require large-scale datasets, substantial storage, and significant computational resources, as…

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Pharma × AI: The End of Pilots and the Rise of Captive AI Boutiques

Pharma × AI: The End of Pilots and the Rise of Captive AI Boutiques

November 19, 2025November 19, 2025HIT Consultant

Thomas Kluz, Managing Director at Niterra Ventures

What if the future of drug discovery no longer rests on bold experiments, but on disciplined partnerships where artificial intelligence becomes as indispensable to pharma as the laboratory…

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Deep learning-enabled multiphoton microscopy predicts colorectal cancer recurrence from routine FFPE specimens

Deep learning-enabled multiphoton microscopy predicts colorectal cancer recurrence from routine FFPE specimens

November 19, 2025November 19, 2025npj Digital Medicine

Colorectal cancer recurrence remains a major challenge after curative resection, and accurate tools for early risk assessment are essential to stratify patients and guide personalized therapeutic planning. We developed MPMRecNet, a dual-stream deep learning…

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Artificial intelligence prediction of age from echocardiography as a marker for cardiovascular disease

Artificial intelligence prediction of age from echocardiography as a marker for cardiovascular disease

November 18, 2025November 19, 2025npj Digital Medicine

While chronological age is a universal risk predictor across most populations and diseases, distinguishing between biologically older from younger individuals may identify individuals with accelerated or delayed cardiovascular aging. This study presents a deep…

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A multimodal AI model for precision prognosis in clear cell renal cell carcinoma: A multicenter study

A multimodal AI model for precision prognosis in clear cell renal cell carcinoma: A multicenter study

November 18, 2025November 18, 2025npj Digital Medicine

Patients with clear cell renal cell carcinoma (ccRCC) face a high risk of recurrence after surgery, but existing clinical tools based on clinicopathological factors or costly molecular profiling often lack precision and clinical feasibility….

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AI Digital Stethoscope Detects Heart Failure with Near-Echo Precision in Ghana

AI Digital Stethoscope Detects Heart Failure with Near-Echo Precision in Ghana

November 12, 2025November 13, 2025HIT Consultant

DAMSUN-HF study shows high sensitivity for AI-assisted stethoscope auscultation and identification of reduced ejection fraction at the point of care

What You Should Know:

– Researchers from the G-ACT Foundation and Eko Health have announced groundbreaking…

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Onchilles Pharma Raises $25M to Advance N17350, Pioneering Next-Gen Cytotoxic Cancer Therapy

Onchilles Pharma Raises $25M to Advance N17350, Pioneering Next-Gen Cytotoxic Cancer Therapy

November 7, 2025November 8, 2025HIT Consultant

What You Should Know: 

– Onchilles Pharma, a private biotech company pioneering next-generation cytotoxic therapeutics announced the publication of foundational preclinical data in the peer-reviewed journal Cell Reports Medicine, the close of a $25M Series…

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Cluster-Based Predictive Modeling of User Ratings for Physical Activity Apps Using Mobile App Rating Scale (MARS) Dimensions: Model Development and Validation

Cluster-Based Predictive Modeling of User Ratings for Physical Activity Apps Using Mobile App Rating Scale (MARS) Dimensions: Model Development and Validation

November 7, 2025November 7, 2025JMIR mHealth and uHealth

Background: The rapid proliferation of mobile health applications has underscored the need for robust tools to evaluate their quality. The Mobile App Rating Scale (MARS) is a widely used framework to assess key app…

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Interpretable arrhythmia detection in ECG scans using deep learning ensembles: a genetic programming approach

Interpretable arrhythmia detection in ECG scans using deep learning ensembles: a genetic programming approach

November 6, 2025November 7, 2025npj Digital Medicine

Cardiovascular diseases remain the leading cause of death in developed countries. This study introduces deep learning ensembles for arrhythmia detection and atrial fibrillation (AF) recurrence prediction from electrocardiogram scans, supported by explainable artificial intelligence…

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Data validation issues affecting Blackpool could ‘delay patient care’

Data validation issues affecting Blackpool could ‘delay patient care’

November 3, 2025November 3, 2025Digital Health

Catherine McDonald, deputy chief executive officer and chief strategy officer at Blackpool Teaching Hospitals NHS Foundation Trust (Credit: Blackpool Teaching Hospitals NHS FT)

Blackpool Teaching Hospitals NHS Foundation Trust is experiencing data validation issues…

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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

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