npj Digital Medicine, Published online: 18 April 2026; doi:10.1038/s41746-026-02644-z
Development and prospective shadow evaluation of a domain-specific large language model for emergency neurological diagnosis
Healthcare systems are increasingly turning to ambient Artificial Intelligence (AI) scribes to reduce documentation burden and lighten clinicians’ cognitive load. In this brief research report,
BackgroundSubsyndromal generalized anxiety is highly prevalent and associated with impaired well-being, elevated stress, and functional limitations, yet affected individuals often do not meet criteria for
BackgroundDiseases and health limitations associated with ageing often result in loss of mobility and reduced social participation. The ongoing demographic shift towards an increasingly ageing
BackgroundArtificial intelligence (AI) in radiology and oncology promises improvements in diagnostic accuracy and efficiency yet introduces complex ethical and societal challenges. Governance efforts frequently rely
Panic attacks (PAs) are acute anxiety episodes that are pervasive, with one in 10 individuals having experienced a PA in the past year. PAs impair
npj Digital Medicine, Published online: 18 April 2026; doi:10.1038/s41746-026-02644-z
Development and prospective shadow evaluation of a domain-specific large language model for emergency neurological diagnosis