Mini ReviewPublished 9 October 2026Hidden labor, monitoring, and exit burdens after hospital operational AI deployment: implications for resource-constrained Chinese hospitalsXieyi Wang · Hezhuo WangFrontiers in Medicinedoi 10.3389/fmed.2026.1985884
Hypothesis and TheoryPublished 29 September 2026From metric to model: a five-stage pipeline for building and sustaining valid AI predictive systems in consumer neuroscienceThomas Zoëga RamsøyFrontiers in Human Neurosciencedoi 10.3389/fnhum.2026.1837923
OpinionPublished 16 July 2026From plug-and-play to institution-calibrated radiology AI: a practical framework for operationalizing local validation, monitoring and governanceMuhammad Awais · Abdul RehmanFrontiers in Radiologydoi 10.3389/fradi.2026.1902217