Integration of consumer AI into healthcare pathways
Consumer-facing AI can improve public health—but more evidence is needed. Nat. Health 1, 159 (2026). Plantin, J. -C.,…
Addressing benchmarking gaps in large language models for health and medicine with dynamic red-teaming
We subject a diverse panel of 15 state-of-the-art LLMs (both proprietary and open-source) to our DAS red-teaming protocol,…
Global analysis of country-level factors associated with chatbot usage for health
We organize our results around the two dependent variables: (1) the share of AI conversations devoted to health…
Mental health hospitalizations associated with sustained extreme heat in multiple countries
Arias, D., Saxena, S. & Verguet, S. Quantifying the global burden of mental disorders and their economic value.…
Large language models exhibit stigmatizing behaviour in contextual judgements of health conditions
Bedi, S. et al. Testing and evaluation of health care applications of large language models: a systematic review.…
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…
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…
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…
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…