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To evaluate the effectiveness of our proposed federated learning framework for speech-based Parkinson’s disease detection, we utilized five multilingual datasets, incorporating Spanish, Italian, Chinese, Czech, and English speech samples. These…

To develop an efficient methodology for predicting drug responses in patient-derived cell lines we performed a few initial probing experiments using a dedicated validation set from the GDSC1 dataset (Fig. 2). These provided the foundation for…