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Background: The occurrence of tics is the main basis for the diagnosis of Gilles de la Tourette syndrome (GTS). Video‐based tic assessments are time consuming. Objective: The aim was to assess the potential of automated video‐based tic detection for discriminating between videos of adults with GTS and healthy control (HC) participants. Methods: The quantity and temporal structure of automatically detected tics/extra movements in videos from adults with GTS (107 videos from 42 participants) and matched HCs were used to classify videos using cross‐validated logistic regression. Results: Videos were classified with high accuracy both from the quantity of tics (balanced accuracy of 87.9%) and the number of tic clusters (90.2%). Logistic regression prediction probability provides a graded measure of diagnostic confidence. Expert review of about 25% of lower‐confidence predictions could ensure an overall classification accuracy above 95%. Conclusions: Automated video‐based methods have a great potential to support quantitative assessment and clinical decision‐making in tic disorders. [ABSTRACT FROM AUTHOR]

Background: Although functional neurological movement disorders (FMD) are characterized by motor symptoms, sensory processing has also been shown to be disturbed. However, how the integration of perception and motor processes, essential for the control of goal‐directed behavior, is altered in patients with FMD is less clear. A detailed investigation of these processes is crucial to foster a better understanding of the pathophysiology of FMD and can systematically be achieved in the framework of the theory of event coding (TEC). Objective: The aim was to investigate perception–action integration processes on a behavioral and neurophysiological level in patients with FMD. Methods: A total of 21 patients and 21 controls were investigated with a TEC‐related task, including concomitant electroencephalogram (EEG) recording. We focused on EEG correlates established to reflect perception–action integration processes. Temporal decomposition allowed to distinguish between EEG codes reflecting sensory (S‐cluster), motor (R‐cluster), and integrated sensory–motor processing (C‐cluster). We also applied source localization analyses. Results: Behaviorally, patients revealed stronger binding between perception and action, as evidenced by difficulties in reconfiguring previously established stimulus–response associations. Such hyperbinding was paralleled by a modulation of neuronal activity clusters, including reduced C‐cluster modulations of the inferior parietal cortex and altered R‐cluster modulations in the inferior frontal gyrus. Correlations of these modulations with symptom severity were also evident. Conclusions: Our study shows that FMD is characterized by altered integration of sensory information with motor processes. Relations between clinical severity and both behavioral performance and neurophysiological abnormalities indicate that perception–action integration processes are central and a promising concept for the understanding of FMD. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society. [ABSTRACT FROM AUTHOR]