Sepsis, a life-threatening disease caused by infection, presents a major global health challenge due to its high morbidity and mortality rates. A rapid and precise diagnosis of sepsis is essential for better patient outcomes….
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Glaucoma is a progressive disease that can lead to permanent vision loss, making progression prediction vital for guiding effective treatment. Deep learning aids progression prediction but may yield unequal outcomes across demographic groups. We…
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CW Innovation Fellow: Dr Sameera JahagirdarRole: Speciality Doctor in Intensive Care UnitOrganisation: West Middlesex University Hospital, Chelsea and Westminster Hospital NHS Foundation TrustHeyoka: Digital Empathy Platform for End-of-Life Care Transitions Summary: The Heyoka project addresses…
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Staff at two hospitals in the south west of England have resorted to using paper after a major IT incident just days before the planned resident doctors’ strikes.
Cheltenham and Gloucester NHS Foundation Trust reported…
Endovascular aortoiliac revascularization is a common treatment option for peripheral artery disease that carries non-negligible risks. Outcome prediction tools may support clinical decision-making but remain limited. We developed machine learning algorithms that predict 30-day…
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Early prediction of disability progression in multiple sclerosis (MS) remains challenging despite its critical importance for therapeutic decision-making. We present the first systematic evaluation of personalized federated learning (PFL) for 2-year MS disability progression…
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Better and Speeds Healthcare have finalised an agreement to roll out the Better Meds electronic prescribing and medicines administration (ePMA) solution across 55 mental health sites in the UK.
The strategic partnership will see services…
Scotland’s Hospital at Home service will be expanded to 2,000 beds by December 2026, supported by a £85 million investment targeted at frontline NHS frailty services.
The virtual ward service predominantly provides care for frail,…
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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Background: Digital health apps allow for proactive rather than reactive healthcare and have the potential to take the pressure off healthcare providers. With over 350,000 digital health apps available on the app stores today,…
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