Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care

<div>Confusion matrix of diagnostic status classification with SCID as criterion with the number of individuals classified into the respective category. SCID = Structured Clinical Interview for DSM-IV; PSP = paralinguistic speech processing; 0 = currently in remission; 1 = currently depressed. Percentages in the legend refer to the ratio of correct and incorrect predictions within the true label.</div>

Depression and Anxiety

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Figure 2

Figure 2: Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care 