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29Oct 26
deep-learning-reads-hidden-vortex-light-codes-in-random-speckle-patterns

Deep learning reads hidden vortex light codes in random speckle patterns

Physicists have trained two artificial intelligence models to identify the topological charge of Laguerre-Gaussian laser beams from nothing more than a small fragment of the random speckle pattern the beams produce after scattering from a rough surface. The work, published in Applied Physics B, pushes the reliable detection of these swirling optical modes up to

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29Oct 26
machine-learning-spots-early-signs-of-ms-and-nmosd-years-in-advance-|-neurologylive-–-clinical-neurology-news-and-neurology-expert-insights

Machine Learning Spots Early Signs of MS and NMOSD Years in Advance | NeurologyLive – Clinical Neurology News and Neurology Expert Insights

At MSToronto 2026, investigators applied machine learning to health records, retinal scans, and blood samples to flag multiple sclerosis and neuromyelitis optica spectrum disorder years before diagnosis or disability worsening, and identified the symptoms and conditions that tend to come first. Machine learning models applied to electronic health records (EHRs), retinal imaging, and blood samples

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