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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

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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: Intensive Care Unit

Bridging data gaps of rare conditions in ICU: a multi-disease adaptation approach for clinical prediction

Bridging data gaps of rare conditions in ICU: a multi-disease adaptation approach for clinical prediction

January 4, 2026January 6, 2026npj Digital Medicine

Artificial Intelligence has revolutionised critical care for common conditions. Yet, rare conditions in the intensive care unit (ICU), including recognised rare diseases and low-prevalence conditions in the ICU, remain underserved due to data scarcity…

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FDA Clears Ceribell’s AI-Powered EEG as First Device for Continuous Delirium Monitoring

FDA Clears Ceribell’s AI-Powered EEG as First Device for Continuous Delirium Monitoring

December 12, 2025December 13, 2025HIT Consultant

What You Should Know: 

– Ceribell, Inc. has secured FDA 510(k) clearance for the world’s first continuous, AI-powered delirium monitoring solution, expanding its existing EEG platform beyond seizure detection. 

– The technology addresses a massive gap…

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Unlocking the potential of real-time ICU mortality prediction: redefining risk assessment with continuous data recovery

Unlocking the potential of real-time ICU mortality prediction: redefining risk assessment with continuous data recovery

November 28, 2025November 29, 2025npj Digital Medicine

Real-time prediction of short-term mortality risk in the intensive care unit (ICU) is often hampered by missing medical data. To address this, we developed RealMIP, an end-to-end framework leveraging generative model for the dynamic…

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Large language models forecast patient health trajectories enabling digital twins

Large language models forecast patient health trajectories enabling digital twins

October 1, 2025October 1, 2025npj Digital Medicine

Generative artificial intelligence is revolutionizing digital twin development, enabling virtual patient representations that predict health trajectories, with large language models (LLMs) showcasing untapped clinical forecasting potential. We developed the Digital Twin—Generative Pretrained Transformer (DT-GPT),…

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NeoCLIP: a self-supervised foundation model for the interpretation of neonatal radiographs

NeoCLIP: a self-supervised foundation model for the interpretation of neonatal radiographs

September 25, 2025September 25, 2025npj Digital Medicine

Deep learning has proven to be an excellent tool for interpreting medical images in adults and children. However, it is still underdeveloped for neonates. This study developed NeoCLIP, a novel deep contrastive learning model…

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Personalized and real time hemodynamic management in critical care using Dynamic Cohort Ensemble Learning (DynaCEL)

Personalized and real time hemodynamic management in critical care using Dynamic Cohort Ensemble Learning (DynaCEL)

July 24, 2025July 24, 2025npj Digital Medicine

Effective hemodynamic management in the intensive care unit requires individualized targets that adapt to dynamic clinical conditions. We developed Dynamic Cohort Ensemble Learning (DynaCEL), a real-time framework that recommends personalized heart rate and systolic…

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FDA clears Hyperfine's Optive AI software for brain imaging

FDA clears Hyperfine’s Optive AI software for brain imaging

May 28, 2025May 29, 2025MobiHealthNews

Healthcare technology company Hyperfine announced that the FDA cleared its Optive AI software for its Swoop system, an AI-powered portable MRI system for the brain. The software upgrade marks the tenth-generation release of Optive AI.
The…

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Child-friendly app launches in neonatal ICU at Lister Hospital

Child-friendly app launches in neonatal ICU at Lister Hospital

May 6, 2025Digital Health

A child-friendly app from Digital Health Rewired Pitchfest finalist, Little Journey, has launched for patients in the neonatal intensive care unit (NICU) at Lister Hospital.
The Little Journey app, originally developed to support children preparing…

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A machine learning decision support tool optimizes WGS utilization in a neonatal intensive care unit

A machine learning decision support tool optimizes WGS utilization in a neonatal intensive care unit

January 30, 2025January 30, 2025npj Digital Medicine

The Mendelian Phenotype Search Engine (MPSE), a clinical decision support tool using Natural Language Processing and Machine Learning, helped neonatologists expedite decisions to whole genome sequencing (WGS) to diagnose patients in the neonatal intensive…

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Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients

Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients

November 18, 2024November 18, 2024npj Digital Medicine

Delirium can result in undesirable outcomes including increased length of stays and mortality in patients admitted to the intensive care unit (ICU). Dexmedetomidine has emerged for delirium prevention in these patients; however, optimal dosing…

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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

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