Transfer learning from an arachnophobia dataset yields 86% accuracy classifying PTSD status and 17% MAPE estimating severity via HR/GSR signals and MKDE in a 21-person military cohort.
On-line anxiety level detection from biosignals: Machine learning based on a randomized controlled trial with spider-fearful individuals
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Quantitative Evaluation of the Severity of Posttraumatic Stress Disorder through Transfer Learning from Specific Phobia Data
Transfer learning from an arachnophobia dataset yields 86% accuracy classifying PTSD status and 17% MAPE estimating severity via HR/GSR signals and MKDE in a 21-person military cohort.