A groundbreaking explainable ensemble ML model uses PPMI baseline blood transcriptomics to forecast Parkinson's motor progression, surpassing neuroimaging with interpretable gene insights into immune and mitochondrial drivers.
Machine learning models predict ICU needs in mild COVID-19 respiratory cases using age, labs like LDH and CRP, achieving AUCs over 0.90. Studies from Frontiers and others highlight superior triage potential, outperforming traditional scores for resource allocation.
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