Unlocking the potential: T1-weighed MRI as a powerful predictor of levodopa response in Parkinson's disease.

This study investigated the predictive value of T1w features for levodopa response. MedicalNet extractor outperformed all other previously published methods with key region visualization. T1w features are more effective than clinical information in levodopa response prediction.