Article

A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health form Social Media Big Data

2021-06-28

Abstract excerpt

The novel coronavirus disease (COVID-19) pandemic is provoking a prevalent consequence on mental health because of less interaction among people, economic collapse, negativity, fear of losing jobs, and death of the near and dear ones. To express their mental state, people often are using social media as one of the preferred means. Due to reduced outdoor activities, people are spending more time on social media tha...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 2dde2bc8-4c5b-532b-988b-bcc1ee91a4af
DOI: 10.20944/preprints202106.0654.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health form Social Media Big DataDOI 10.20944/preprints202106.0654.v1Read

Mental Health Problems and Social Media Exposure During COVID-19 OutbreakSemantic proximity Read

Tracking the impact of COVID-19 and lockdown policy on public mental health using social mediaSemantic proximity Read

Machine learning of language use on Twitter reveals weak and non-specific predictionsSemantic proximity Read

Social media can predict the COVID-19 epidemic in ChinaSemantic proximity Read

Denoising Longitudinal Social Media for Pandemic MonitoringSemantic proximity Read

iSense: AI-Based Model and App to Identify Linguistic Biomarkers of Mood DisordersSemantic proximity Read

Enhancing Pandemic Prediction: A Deep Learning Approach Using Transformer Neural Networks and Multi-Source Data Fusion for Infectious Disease ForecastingSemantic proximity Read

Sentiment Analysis of Social Media Data on Ebola Outbreak Using Deep Learning ClassifiersSemantic proximity Read

SleepDepNet: A Multi-Task Transformer Framework for Assessing Sleep Quality and Depression Risk from Social Media NarrativesSemantic proximity Read

Predicting depression using electronic health records data: A systematic reviewSemantic proximity Read

Prediction of acute suicidal ideation in young adults using multi-dimensional scales: A graph neural network approachSemantic proximity Read

Detecting Emotional States from Video to Improve the Electronic Patient RecordSemantic proximity Read