Medical AI models need more context to prepare for the clinic
Peer-Reviewed Publication
Updates every hour. Last Updated: 15-Jun-2026 17:16 ET (15-Jun-2026 21:16 GMT/UTC)
Marinka Zitnik outlines the challenges of medical AI — and potential solutions
A new international study reveals that adults who use disposable and non-disposable e-cigarettes differ in meaningful ways, and that those differences vary between countries. Comparing users in the United States and Israel, researchers found that flavor preferences, perceptions of harm, and purchasing habits strongly influence device choice. The findings suggest that effective e-cigarette regulation must be tailored to local patterns of use rather than relying on a single global approach.
A novel water-based gel, also known as a hydrogel, not only fights bacteria but also calms inflammation, thereby actively supporting wound healing.
The material functions like a net, catching bacteria and then killing them when triggered by a light pulse.
The gel has proven highly effective against the antibiotic-resistant MRSA bacteria in animal models while also accelerating wound healing.
A study led by researchers at the Institute for Research in Biomedicine of Lleida (IRBLleida), the University of Lleida (UdL), the Universitat Oberta de Catalunya (UOC) and Arnau de Vilanova University Hospital (HUAV) has developed and internally validated a clinical prediction model called the Goliat score, which can be used by emergency services to estimate the risk of acute complications in patients suffering from minor and moderate traumatic brain injuries (TBIs). The study was recently published in BMC Emergency Medicine.
As concerns rise about the effects of tiny plastic particles on human health, Flinders University researchers have led new research on whether nanoplastics can accumulate or cause damage in kidneys – our body’s major blood filtering system.
Their study, published in high-ranking international journal Cell Biology and Toxicology, calls for more investigations into the long-term risks, warning that high nanoplastics (NPs) particle ‘burden’ could seriously compromise kidney cell health and function.
A major step towards simpler drug development has been taken at the University of Gothenburg. In a new study, researchers have developed stable boron-fluorine compounds that make it possible to increase the effect or reduce side effects without breaking down the medicine.
Researchers discovered that psilocybin produces subtle, context-dependent effects on social behavior and IL-6 mediated inflammation in female mice. Activity-based anorexia (ABA) mice exhibited heightened novelty-seeking distinct from food restriction alone.
Dr. Ronald C. Kessler of Harvard Medical School explores his leadership of global psychiatric epidemiology. His surveys across 30+ countries established frameworks that guide mental health policy worldwide.