| Description |
1 online resource (xliv, 374 pages) |
| Contents |
Mental health impact of COVID-19 and machine learning applications in combating mental disorders : a review / Chirantan Ganguly, Sagnik Nayak and Anil Kumar Gupta -- Multimodal depression detection using machine learning / Roshan Jahan and Manish Madhav Tripathi -- A graph convolutional network based framework for mental stress prediction / Akhila Sahiti Racherla, Raj Sahu and Vandana Bhattacharjee -- Women working in healthcare sector during COVID-19 in the National Capital Region of India : a case study / Veenus Jain and Senu Mary Skariah -- Impact of COVID-19 on women educators / Veenus Jain and Meher Chopra -- A deep learning approach toward prediction of mental health of Indians / V. Kavitha and C. Akila -- Machine learning based analysis and prediction of college students' mental health during COVID-19 in India / Aparajita Nanda, Sonal Tuteja and Sarishty Gupta -- Modeling the impact of the COVID-19 pandemic and socioeconomic factors on global mobility and its effects on mental health / Shashank Uttrani, Bharti Nanta, Neha Sharma and Varun Dutt -- Depression detection : approaches, challenges and future directions / Tara Rawat and Shikha Jain -- Improving mental health surveillance over Twitter text classification using word embedding techniques / Reno Ardian Syaputra and Rashid Ali -- Predicting loneliness from social media text using machine learning techniques / Rishik Sood, Hrishav Varma, Kavita Pandey, Shikha Jain, Degala Sriram and Arshpreet Singh Guglani -- Perceiving the level of depression from web text / Sankalp Singh Bisht, Herumb Shandilya, Vaibhav Gupta, Shriyansh Agrawal and Shikha Jain -- Technologies for vaccinating COVID-19, its variants and future pandemics : a short survey / Saurabh Jain, Priyanka Chawla, Keshav Kaushik and Adarsh Kumar -- A blockchain approach on security of health records for children suffering from dyslexia during pandemic COVID-19 / Megha Jain, Dhiraj Pandey and Kewal Krishna Sharma |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from pdf information screen (EBSCO, viewed November 8, 2023) |
| Subject |
Artificial intelligence -- Medical applications.
|
|
Machine learning.
|
|
Mental health.
|
|
COVID-19 Pandemic, 2020- -- Psychological aspects
|
|
Machine Learning
|
|
Artificial intelligence -- Medical applications
|
|
Machine learning
|
|
Mental health
|
| Form |
Electronic book
|
| Author |
Jain, Shikha (Computer scientist), editor
|
|
Pandey, Kavita, editor
|
|
Jain, Princi, editor
|
|
Seng, Kah Phooi, 1974- editor
|
| ISBN |
9780323915557 |
|
0323915558 |
|
