https://www.selleckchem.com/pr....oducts/cid755673.htm
Interestingly, PwE without depressive disorder showed the same level of HRV values as the non-epilepsy control subjects. The SVM classification model of PwE depression status achieved a higher classification accuracy with the combination of HRV parameters in wakefulness and NREM sleep stage. Furthermore, the receiver operating characteristic (ROC) curve of the SVM classification model showed a satisfying area under the ROC curve (AUC 0.758). Intriguingly, we found that the HRV measurements during NREM sleep are particularly important
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