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AI in healthcare shows promise in trials but needs real-world testing to ensure effectiveness

A comprehensive study published in The Lancet Digital Health analyzed the efficacy and challenges of AI in clinical settings, revealing a critical need for real-world testing and diverse research methodologies to ensure AI's reliable integration into healthcare.

United-states , China , International-clinical-trials-registry-platform , International-prospective-register-of-systematic-reviews , Lancet-digital-health , Drug-administration , Preferred-reporting-items , Systematic-reviews , International-prospective-register , Covidence-review , Google-sheets

Blood test may predict MS development, UCSF research reveals

In a discovery that could hasten treatment for patients with multiple sclerosis (MS), UC San Francisco scientists have discovered a harbinger in the blood of some people who later went on to develop the disease.

San-francisco , California , United-states , Colin-zamecnik , Michael-wilson , Mitch-wallin , Gavin-sowa , Stephen-hauser , Chan-zuckerberg-biohub , Joe-derisi , Ahmed-abdelhak , University-of-california

Research highlights emergence of immune-evasive SARS-CoV-2 variants in immunocompromised patients

​New research to be presented at next week's ESCMID Global Congress (formerly ECCMID) in Barcelona, Spain (27-30 April) highlights the risk of new immune-evasive SARS-CoV-2 variants emerging in immunocompromised patients.

Barcelona , Comunidad-autonoma-de-cataluna , Spain , Amsterdam , Noord-holland , Netherlands , Magda-vergouwe , Global-congress , Escmid-global-congress , University-of-amsterdam , Amsterdam-university-medical-centerin , Centre-for-experimental

Does living near green space help soothe early childhood anxiety and depression?

Study reveals that increased residential green space is associated with reduced internalizing symptoms, like anxiety and depression, in children aged 2-5, highlighting the potential mental health benefits of accessible natural environments in early childhood development.

United-states , Elizaveta-galitckaia , Green-space , Externalizing-symptoms-among , Image-credit , Anxiety , Epression , Ir-pollution , Hildren , Iagnostic , Ducation

Can synthetic data boost fairness in medical imaging AI?

A recent study in Nature Medicine demonstrates how diffusion models can enhance the robustness and fairness of medical machine learning models in interpreting medical images like histopathology, chest X-rays, and dermatological images by augmenting training datasets with synthetic data, improving accuracy and fairness across diverse patient groups.

Nature-medicine , Imaging , Edical-imaging , Ermatology , Iagnostic , Ealthcare , Istology , Istopathology , Achine-learning , Edicine , Adiology