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MONET: New AI tool enhances medical imaging with deep learning and text analysis

MONET aids in critical tasks in medical artificial intelligence (AI) development and implementation.

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.

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.

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