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Artificial intelligence, machine learning, and mental health in pandemics : a computational approach /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Jain, Shikha (Computer scientist) (Editor ), Pandey, Kavita (Editor ), Jain, Princi (Editor ), Seng, Kah Phooi, 1974- (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Academic Press, 2022.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.