Extended Data Fig. 7: Performance comparison of the model with two machine learning baselines: Support Vector Machine (SVM) and a neural network based on ResNet and LSTM. | Nature Medicine

Extended Data Fig. 7: Performance comparison of the model with two machine learning baselines: Support Vector Machine (SVM) and a neural network based on ResNet and LSTM.

From: Artificial intelligence-enabled detection and assessment of Parkinson’s disease using nocturnal breathing signals

Extended Data Fig. 7

a, PD diagnosis performance on breathing belt data (n = 6,660 nights from 5,652 subjects) and wireless data (n = 2,601 nights from 53 subjects). Each bar and its error bar indicate the mean and standard deviation across 5 independent runs. b, Pearson correlation of PD severity prediction and MDS-UPDRS. The correlation is computed for subjects in the wireless datasets (n = 53 subjects) since their MDS-UPDRS scores are available. Each bar and its error bar indicate the mean and standard deviation across 5 independent runs.

Back to article page