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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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Author: npj Digital Medicine

An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework

An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework

December 19, 2025December 20, 2025npj Digital Medicine

Timely identification of harmful brain activities via electroencephalography (EEG) is critical for brain disease diagnosis and treatment, which remains limited in application due to inter-rater variability, resource constraints, and poor generalizability of existing artificial…

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Application of artificial intelligence to measure and predict patient values and preferences: a scoping review

Application of artificial intelligence to measure and predict patient values and preferences: a scoping review

December 19, 2025December 20, 2025npj Digital Medicine

Patients’ voices are often difficult to capture directly in healthcare decisions. This scoping review examines how artificial intelligence (AI) has been applied to measure and predict patient values and preferences, aiming to evaluate its…

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Machine learning-based predictions of healthcare contacts following emergency hospitalisation using electronic health records

Machine learning-based predictions of healthcare contacts following emergency hospitalisation using electronic health records

December 17, 2025December 17, 2025npj Digital Medicine

Emergency care systems are challenged by the emergence of an ageing population, requiring tailored inputs facilitated by early care needs assessment. We examined the potential of Machine Learning algorithms to identify in-hospital healthcare contacts…

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A Representation Fusion Framework for Decoupling Diagnostic Information in Multimodal Learning

A Representation Fusion Framework for Decoupling Diagnostic Information in Multimodal Learning

December 17, 2025December 18, 2025npj Digital Medicine

Modern medicine increasingly relies on multimodal data, ranging from clinical notes to imaging and genomics, to guide diagnosis and treatment. However, integrating these heterogeneous data sources in a principled and interpretable manner remains a…

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Exploiting large language models for diagnosing autism associated language disorders and identifying distinct features

Exploiting large language models for diagnosing autism associated language disorders and identifying distinct features

December 16, 2025December 16, 2025npj Digital Medicine

Diagnosing language disorders associated with autism is a complex challenge, often hampered by the subjective nature and variability of traditional assessment methods. In this study, we explored large language models (LLMs) to overcome the…

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Best practice recommendations and considerations for designing and electronically implementing event-driven diaries in clinical trials

Best practice recommendations and considerations for designing and electronically implementing event-driven diaries in clinical trials

December 15, 2025December 15, 2025npj Digital Medicine

Based on the literature and collective experience and consensus of the authors, this article provides a definition for an event-driven electronic diary (EDeD), outlines considerations for the use of EDeDs, and provides best practice…

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Determining MCID threshold for Knee Society Score to assess patient satisfaction in knee arthroplasty

Determining MCID threshold for Knee Society Score to assess patient satisfaction in knee arthroplasty

December 15, 2025December 15, 2025npj Digital Medicine

This Matters Arising questions the MCID threshold for the Knee Society Score in Xiaodi Liu et al.’s study, noting that it represents an excessively large proportion of the total score and may not accurately…

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Crossing borders securely: synthetic data and federated networks for privacy-preserving access to real-world data and emerging use cases

Crossing borders securely: synthetic data and federated networks for privacy-preserving access to real-world data and emerging use cases

December 15, 2025December 16, 2025npj Digital Medicine

The demand for demographically and geographically diverse, high-quality, fit-for-purpose real-world data has been increasing to support regulatory and other healthcare decision making. Accessing and sharing healthcare data across sites, regions, and countries while ensuring…

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Integrative molecular–radiopathomic characterization of AIRE-driven immune subtypes in bladder cancer

Integrative molecular–radiopathomic characterization of AIRE-driven immune subtypes in bladder cancer

December 14, 2025December 14, 2025npj Digital Medicine

The efficacy of immunotherapy in bladder cancer (BCa) is highly influenced by tumor heterogeneity, underscoring the urgent need for mechanistic insights and precise molecular subtyping. Adenosine-to-inosine RNA editing (AIRE), a critical post-transcriptional mechanism driving…

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Digital mental health interventions in Chinese: a scoping review

Digital mental health interventions in Chinese: a scoping review

December 12, 2025December 12, 2025npj Digital Medicine

Digital mental health interventions (DMHIs) are playing an increasingly important role in supporting mental healthcare. Despite their widespread adoption during and after the COVID-19 pandemic, there has been a lack of review focused on…

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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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