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Abstract Post-traumatic stress disorder (PTSD) is a maladaptive and debilitating psychiatric disorder that develops after exposure to a severe traumatic event. PTSD is characterized by intrusive re-experiencing of traumatic memories, avoidance of trauma reminders, negative alterations in cognition and mood, and changes in arousal and reactivity. PTSD is prevalent, with tens of millions of patients in the USA alone affected.
1 INTRODUCTION Clustering methods are used to search for the structure of a population based on sample data by partitioning units into groups based on their dissimilarities. Measures to characterize similarities or resemblances in an unsupervised setting between pairs of units are many and varied and are critically important in the search for structure in data.
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