[HTML][HTML] Prediction of generalized anxiety levels during the Covid-19 pandemic: A machine learning-based modeling approach
FM Albagmi, A Alansari, DS Al Shawan… - Informatics in Medicine …, 2022 - Elsevier
The rapid spread of the Covid-19 outbreak led many countries to enforce precautionary
measures such as complete lockdowns. These lifestyle-altering measures caused a …
measures such as complete lockdowns. These lifestyle-altering measures caused a …
[HTML][HTML] A hybrid mental health prediction model using Support Vector Machine, Multilayer Perceptron, and Random Forest algorithms
ES Mohamed, TA Naqishbandi, SAC Bukhari, I Rauf… - Healthcare …, 2023 - Elsevier
The prevalence and burden of mental health disorders are on the rise in conflict zones, and
if left untreated, they can lead to considerable lifetime disability. Following the repeal of …
if left untreated, they can lead to considerable lifetime disability. Following the repeal of …
Comparison of the performance of machine learning-based algorithms for predicting depression and anxiety among University Students in Bangladesh: A result of the …
MIH Nayan, MSG Uddin, MI Hossain… - Asian Journal of …, 2022 - journals.lww.com
Methods: A structured questionnaire-based online survey was conducted on 2121 university
students (private and public) living in Bangladesh. After obtaining informed consent, the …
students (private and public) living in Bangladesh. After obtaining informed consent, the …
[HTML][HTML] Artificial intelligence in prediction of mental health disorders induced by the COVID-19 pandemic among health care workers
Abstract The coronavirus disease 2019 (COVID-19) pandemic and its immediate aftermath
present a serious threat to the mental health of health care workers (HCWs), who may …
present a serious threat to the mental health of health care workers (HCWs), who may …
Risk and protective factors for anxiety during COVID-19 pandemic
J Zhong, C Zhong, L Qiu, J Li, J Lai, W Lu, S Wang… - BMC Public Health, 2021 - Springer
Abstract Background Coronavirus Disease 2019 (COVID-19) is a global pandemic and an
anxiety-provoking event. There are few studies to identify potential risk and protective factors …
anxiety-provoking event. There are few studies to identify potential risk and protective factors …
Predicting the level of generalized anxiety disorder of the coronavirus pandemic among college age students using artificial intelligence technology
H Alharthi - 2020 19th International Symposium on Distributed …, 2020 - ieeexplore.ieee.org
Introduction: Emerging reports indicate heightened anxiety among university students during
the Corona pandemic. Implications of which can impact their academic performance …
the Corona pandemic. Implications of which can impact their academic performance …
Modeling anxiety and fear of COVID-19 using machine learning in a sample of Chinese adults: associations with psychopathology, sociodemographic, and exposure …
Objectives Research during prior virus outbreaks has examined vulnerability factors
associated with increased anxiety and fear. Design We explored numerous …
associated with increased anxiety and fear. Design We explored numerous …
Measuring anxiety related to COVID-19: Factor analysis and psychometric properties of the Arabic Coronavirus Anxiety Scale
Z Vally, A Alowais - PLoS One, 2021 - journals.plos.org
Literature reports that fear and anxiety related to the coronavirus (COVID-19) pandemic may
be a significant factor in promoting adherence to health-protective behaviours. This study …
be a significant factor in promoting adherence to health-protective behaviours. This study …
Predicting psychological distress during the COVID-19 pandemic: do socioeconomic factors matter?
NZ Bakkeli - Social Science Computer Review, 2023 - journals.sagepub.com
Background and purpose: The COVID-19 pandemic has posed considerable challenges to
people's mental health, and the prevalence of anxiety and depression increased …
people's mental health, and the prevalence of anxiety and depression increased …
Machine learning approach for anxiety and sleep disorders analysis during COVID-19 lockdown
Abstract The Severe Acute Respiratory Syndrome (SARS)-CoV-2 virus caused COVID-19
pandemic has led to various kinds of anxiety and stress in different strata and sections of the …
pandemic has led to various kinds of anxiety and stress in different strata and sections of the …
相关搜索
- machine learning covid 19
- machine learning modeling anxiety
- modeling anxiety covid 19
- coronavirus pandemic anxiety disorder
- higher anxiety online learning
- machine learning associations with psychopathology
- machine learning chinese adults
- exposure variables covid 19
- machine learning exposure variables
- associations with psychopathology covid 19
- chinese adults covid 19
- psychometric properties covid 19
- college students covid 19
- modeling anxiety associations with psychopathology
- modeling anxiety exposure variables
- modeling anxiety chinese adults