Barriers to understanding how many people use AI for mental health support: an estimate and narrative review
Based on our inclusion criteria, we have listed the surveys included from our search in Table 2. Table…
Strengthening the metabolic alliance: exercise as an essential partner of obesity pharmacotherapy
Competing interests J.B. has received speaking fees from Novo Nordisk and Eli Lilly for educational activities related to…
An AI-based symptom checker integrated into MomConnect maternal healthcare platform: a prospective, observational mixed-methods study
Study design and setting This prospective, observational mixed-methods study validates the integration of a DDSS within a government…
Patterns of medication use across society from national primary care dispensing data
Between 1 November 2019 and 31 December 2024, we identified 5.8 billion prevalent medications dispensed to a population…
Sensor wide association studies in digital medicine
Data quality and standardization Wearable data can be noisy, incomplete, and inconsistent across devices. Even within a single…
A framework for longitudinal health AI agents
Nedos, I. et al. Is artificial intelligence ready for emergency department triage? a retrospective evaluation of multiple large…
Anonymization and visualization of health data and biomarkers
Implementation details All DGMs evaluated in this study (CTGAN, CTAB-GAN, DP-CGANS, CopulaGAN, TVAE, TabDDPM, and TabSyn), along with…
Reduced symptom reporting quality during human–chatbot versus human–physician interactions
Healthcare is undergoing a digital transformation characterized by the rapid integration of artificial intelligence (AI) and telemedicine platforms…
Impact of daylight saving time on physical activity patterns
Rep. Buchanan, V. R-F.-16. 119th Congress (2025–2026). H.R.139: Sunshine Protection Act of 2025. https://www.congress.gov/bill/119th-congress/house-bill/139 (2025). De Lange, M.…
Mobile phone data show spatial and socioeconomic inequalities in hospital utilization
Data This study utilized mobile phone Global Positioning System (GPS) data provided by Moxing Beijing from 1 April…
Soft robotic devices for cardiovascular medicine
Timmis, A. et al. European society of cardiology: cardiovascular disease statistics 2021. Eur. Heart J. 43, 716–799 (2022).…
Public use of a generalist LLM chatbot for health queries
Our dataset comprises conversations classified as ‘Health and Fitness’. After applying the step 1 classifier (described in the…