Published on in Vol 20, No 6 (2018): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10136, first published .
Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum

Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum

Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum

Journals

  1. Bergman B, Wu W, Marsch L, Crosier B, DeLise T, Hassanpour S. Associations Between Substance Use and Instagram Participation to Inform Social Network–Based Screening Models: Multimodal Cross-Sectional Study. Journal of Medical Internet Research 2020;22(9):e21916 View
  2. Chen A, Swaminathan A, Kearns W, Alberts N, Law E, Palermo T. Understanding User Experience: Exploring Participants’ Messages With a Web-Based Behavioral Health Intervention for Adolescents With Chronic Pain. Journal of Medical Internet Research 2019;21(4):e11756 View
  3. Robila M, Robila S. Applications of Artificial Intelligence Methodologies to Behavioral and Social Sciences. Journal of Child and Family Studies 2020;29(10):2954 View
  4. Zhang R, Fu J. Privacy Management and Self-Disclosure on Social Network Sites: The Moderating Effects of Stress and Gender. Journal of Computer-Mediated Communication 2020;25(3):236 View
  5. Oliver J, Kollen C, Hickson B, Rios F. Data Science Support at the Academic Library. Journal of Library Administration 2019;59(3):241 View
  6. Howard D, Maslej M, Lee J, Ritchie J, Woollard G, French L. Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study. Journal of Medical Internet Research 2020;22(5):e15371 View
  7. Ferraro G, Loo Gee B, Ji S, Salvador-Carulla L. Lightme: analysing language in internet support groups for mental health. Health Information Science and Systems 2020;8(1) View
  8. Bergman B, Kelly J. Online digital recovery support services: An overview of the science and their potential to help individuals with substance use disorder during COVID-19 and beyond. Journal of Substance Abuse Treatment 2021;120:108152 View
  9. Aggarwal N, Ahmed M, Basu S, Curtin J, Evans B, Matheny M, Nundy S, Sendak M, Shachar C, Shah R, Thadaney-Israni S. Advancing Artificial Intelligence in Health Settings Outside the Hospital and Clinic. NAM Perspectives 2020 View
  10. Liu J, Goetz J, Sen S, Tewari A. Learning From Others Without Sacrificing Privacy: Simulation Comparing Centralized and Federated Machine Learning on Mobile Health Data. JMIR mHealth and uHealth 2021;9(3):e23728 View
  11. Davis-Martin R, Alessi S, Boudreaux E. Alcohol Use Disorder in the Age of Technology: A Review of Wearable Biosensors in Alcohol Use Disorder Treatment. Frontiers in Psychiatry 2021;12 View

Books/Policy Documents

  1. Ebert D, Harrer M, Apolinário-Hagen J, Baumeister H. Frontiers in Psychiatry. View