Published on in Vol 8, No 1 (2020): January

Preprints (earlier versions) of this paper are available at, first published .
Sentiment Analysis in Health and Well-Being: Systematic Review

Sentiment Analysis in Health and Well-Being: Systematic Review

Sentiment Analysis in Health and Well-Being: Systematic Review


  1. Hashimoto D, Ward T, Meireles O. The Role of Artificial Intelligence in Surgery. Advances in Surgery 2020;54:89 View
  2. Harb J, Ebeling R, Becker K. A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors. Information Processing & Management 2020;57(6):102372 View
  3. He L, Yin T, Hu Z, Chen Y, Hanauer D, Zheng K. Developing a standardized protocol for computational sentiment analysis research using health-related social media data. Journal of the American Medical Informatics Association 2021;28(6):1125 View
  4. Espinosa C, Becker M, Marić I, Wong R, Shaw G, Gaudilliere B, Aghaeepour N, Stevenson D, Stelzer I, Peterson L, Chang A, Xenochristou M, Phongpreecha T, De Francesco D, Katz M, Blumenfeld Y, Angst M. Data-Driven Modeling of Pregnancy-Related Complications. Trends in Molecular Medicine 2021;27(8):762 View
  5. Budimir S, Kuska M, Spiliopoulou M, Schlee W, Pryss R, Andersson G, Goedhart H, Harrison S, Vesala M, Hegde G, Langguth B, Pieh C, Probst T. Reasons for Discontinuing Active Participation on the Internet Forum Tinnitus Talk: Mixed Methods Citizen Science Study. JMIR Formative Research 2021;5(4):e21444 View
  6. Walsh J, Cave J, Griffiths F. Spontaneously Generated Online Patient Experience of Modafinil: A Qualitative and NLP Analysis. Frontiers in Digital Health 2021;3 View
  7. Agüero-Torales M, Abreu Salas J, López-Herrera A. Deep learning and multilingual sentiment analysis on social media data: An overview. Applied Soft Computing 2021;107:107373 View
  8. Laguarta J, Subirana B. Longitudinal Speech Biomarkers for Automated Alzheimer's Detection. Frontiers in Computer Science 2021;3 View
  9. Nguyen A, Trinh X, Wang S, Wu A. Determination of Patient Sentiment and Emotion in Ophthalmology: Infoveillance Tutorial on Web-Based Health Forum Discussions. Journal of Medical Internet Research 2021;23(5):e20803 View
  10. Zhang X, Yang Q, Albaradei S, Lyu X, Alamro H, Salhi A, Ma C, Alshehri M, Jaber I, Tifratene F, Wang W, Gojobori T, Duarte C, Gao X. Rise and fall of the global conversation and shifting sentiments during the COVID-19 pandemic. Humanities and Social Sciences Communications 2021;8(1) View
  11. Ryan J, Sellak H, Brindal E. The Psychosocial Impacts of COVID-19 on a Sample of Australian Adults: Cross-sectional Survey and Sentiment Analysis. JMIR Public Health and Surveillance 2021;7(7):e29213 View
  12. Alonso M, Vilares D, Gómez-Rodríguez C, Vilares J. Sentiment Analysis for Fake News Detection. Electronics 2021;10(11):1348 View
  13. Yang Y, Al-Garadi M, Love J, Perrone J, Sarker A. Automatic gender detection in Twitter profiles for health-related cohort studies. JAMIA Open 2021;4(2) View
  14. Hama Aziz R, Dimililer N. SentiXGboost: enhanced sentiment analysis in social media posts with ensemble XGBoost classifier. Journal of the Chinese Institute of Engineers 2021;44(6):562 View
  15. Bathina K, ten Thij M, Valdez D, Rutter L, Bollen J, Osório F. Declining well-being during the COVID-19 pandemic reveals US social inequities. PLOS ONE 2021;16(7):e0254114 View
  16. Žunić A, Corcoran P, Spasić I. Aspect-based sentiment analysis with graph convolution over syntactic dependencies. Artificial Intelligence in Medicine 2021;119:102138 View

Books/Policy Documents

  1. Demner-Fushman D, Elhadad N, Friedman C. Biomedical Informatics. View