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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: dataset

LLM enabled classification of patient self-reported symptoms and needs in health systems across the USA

LLM enabled classification of patient self-reported symptoms and needs in health systems across the USA

July 1, 2025July 1, 2025npj Digital Medicine

US health systems receive up to 200 M monthly website visitors. Connecting patient searches to the appropriate workflow requires accurate classification. A dataset of searches on ~15 US health system websites was annotated, characterized, and…

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Interpretable longitudinal glaucoma visual field estimation deep learning system from fundus images and clinical narratives

Interpretable longitudinal glaucoma visual field estimation deep learning system from fundus images and clinical narratives

July 1, 2025July 1, 2025npj Digital Medicine

Glaucoma is a globally prevalent disease that leads irreversible blindness. The visual field (VF) examination is important but time-consuming for visual function evaluation with high requirement of cooperation and reliability of patients. While color…

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AMGA 2025 Survey: Physician Compensation Rises Significantly Amidst Stable Productivity

AMGA 2025 Survey: Physician Compensation Rises Significantly Amidst Stable Productivity

June 30, 2025July 1, 2025HIT Consultant

What You Should Know: 

– The newly published AMGA 2025 Medical Group Compensation and Productivity Survey reveals substantial increases in compensation for various clinical specialties in 2024. The comprehensive analysis, encompassing data from over 184,000…

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Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases

Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases

June 20, 2025June 21, 2025npj Digital Medicine

There are over 7000 rare diseases, some affecting 3500 or fewer patients in the United States. Due to clinicians’ limited experience with such diseases and the heterogeneity of clinical presentations, ~70% of individuals seeking…

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More accurate ageing clock relies only on clinical data

More accurate ageing clock relies only on clinical data

June 18, 2025June 18, 2025MobiHealthNews

A new algorithm-based biological ageing clock developed in Singapore has shown potential to better predict mortality and health outcomes by only using clinical data. Researchers from the National University of Singapore’s Yong Loo Lin School…

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Multimodal model for the diagnosis of biliary atresia based on sonographic images and clinical parameters

Multimodal model for the diagnosis of biliary atresia based on sonographic images and clinical parameters

June 18, 2025June 18, 2025npj Digital Medicine

It is still challenging to diagnose biliary atresia (BA) in current clinical practice. The study aimed to develop a multimodal model incorporated with uncertainty estimation by integrating sonographic images and clinical information to help…

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FedOcw: optimized federated learning for cross-lingual speech-based Parkinson’s disease detection

FedOcw: optimized federated learning for cross-lingual speech-based Parkinson’s disease detection

June 13, 2025June 14, 2025npj Digital Medicine

Accurate detection of Parkinson’s disease (PD) through speech analysis holds great promise for early diagnosis and improved patient management. However, developing robust machine learning models is challenging due to the decentralized nature of medical…

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Foundation versus domain-specific models for left ventricular segmentation on cardiac ultrasound

Foundation versus domain-specific models for left ventricular segmentation on cardiac ultrasound

June 6, 2025June 6, 2025npj Digital Medicine

The Segment Anything Model (SAM) was fine-tuned on the EchoNet-Dynamic dataset and evaluated on external transthoracic echocardiography (TTE) and Point-of-Care Ultrasound (POCUS) datasets from CAMUS (University Hospital of St Etienne) and Mayo Clinic (99…

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Newcastle Hospitals to create data platform for medical research

Newcastle Hospitals to create data platform for medical research

June 6, 2025June 6, 2025Digital Health

Newcastle upon Tyne Hospitals NHS Foundation Trust has selected two firms to help transform its dataset to improve medical research and innovation.
The trust’s dataset, which covers patient care, treatment outcomes and service delivery, is…

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Predicting abnormal fetal growth using deep learning

Predicting abnormal fetal growth using deep learning

May 29, 2025May 29, 2025npj Digital Medicine

Ultrasound assessment of fetal size and growth is the mainstay of monitoring fetal well-being during pregnancy, as being small for gestational age (SGA) or large for gestational age (LGA) poses significant risks for both…

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As the chief clinical officer of a health system that includes five hospitals, I start almost every day by asking myself the question, "What will we need hospitals for in 2030?" How much that we do today will be safely done either at home or in the ambulatory setting in the near future given advancements in point-of-care diagnostics, telehealth, artificial intelligence, nanotechnology, robotics, drones, 3D printing, virtual reality, 5G, etc.?

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