Deciphering risk factors for severe postherpetic neuralgia in patients with herpes zoster: an interpretable machine learning approach

Leveraging machine learning analysis, this study identifies an optimal model for predicting severe PHN and highlights key associated risk factors. This model will enable the establishment of more proactive treatments for high-risk patients, potentially mitigating the progression to severe PHN.