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Japanese researchers in a 2025 Nature study developed an explainable AI model that predicts COVID-19 severity using markers like age, LDH, and albumin levels. This tool provides clear risk insights, akin to modern diagnostic tests, enhancing patient care decisions.

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Predicting coronavirus disease 2019 severity using explainable artificial intelligence techniques