Explainable Machine Learning Models Using Routine Clinical Data for Early Prediction of Necrotizing Fasciitis: A Single-Center Retrospective Study.

BACKGROUND: Necrotizing fasciitis (NF), a fulminant soft tissue infection manifesting acute onset and rapid progression with substantial mortality risks, poses diagnostic challenges due to its predominant reliance on clinical evaluation during initia…

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