Physiological Signals Based Anxiety Detection Using Ensemble Machine Learningdoi:10.1007/978-981-16-4284-5_53GeneralizedAnxiety disorder (GAD) is a neurological disorder that is mentioned in the Diagnostic and Statistical Manual of Mental Disorders, fifth edition (DSM-V), as well as its prevalence ...
A textual-based featuring approach for depression detection using machine learning classifiers and social media texts 2021, Computers in Biology and Medicine Citation Excerpt : Textual-based featuring focuses on the linguistic features of the social media text, such as words, POS, n-gram, and other...
Although state anxiety has been characterized by hyper-responsive subcortical activity and its bottom-up connectivity with cortical regions, the role of cortical networks in state anxiety is not yet well understood. To this end, we decoded individual state anxiety by using a machine-learning approach...
depression mental-health addiction schizophrenia ptsd anxiety depression-detection anxiety-helper Updated Dec 9, 2022 JavaScript cecobask / ocdtracker-api Sponsor Star 2 Code Issues Pull requests REST API that facilitates mobile/web apps which aim to help people who suffer from OCD track their ...
After a week’s rest, 10-day of CES modeling was conducted, followed by EPM test and simultaneous VTADA neuronal activity detection using position-synchronized in vivo calcium imaging (Fig. 2l, m). CES mice showed decreased exploring time in the open arms and increased time in the closed ...
eTable 3. Significant clusters for initial regression analysis using LSAS-pre and treatment group as covariates. 1. Kessler RC, Berglund P, Demler O, Jin R, Merikangas KR, Walters EE. Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the National Comor...
The initial idea for using a mobile visor came from Phil Galinsky, a do-it-yourself tech enthusiast and research technologist in the College of the Liberal Arts, who built a DIY version of the device and has recently been working on adding face detection and emotion recognition capabilities to...
Did you ever suspect there are unwritten "rules" to socializing that you just don't "get"? That if you just knew the "rules" that these people are using for their games, you could at least be on a level playing field? Do you ever feel like you've missed opportunities with somebody ...
by neuromodulation therapy [153,154]. Almost all neuromodulation methods have been reported to affect the inflammatory response of the body during application. It is reasonable to speculate that the detection of clinically accessible TSPO-PET and peripheral inflammatory factors could be used as ...
(EZM). Hippocampal functions such as spatial learning and memory were investigated by using the Morris water maze (MWM). TheNeil1−/−Neil2−/−mice displayed hyperactive behavior both in the OFM and the EZM by being more mobile (Fig.1b, f) and covering an increased distance when ...