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.
Exposure to self-reported traumatic events and probable PTSD in a national sample of Poles: Why does Poland’s PTSD prevalence differ from other national estimates? PLOS ONE
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.