Accessibility settings

This paper is in the following e-collection/theme issue:

Non-Randomized Study Protocols and Methods (Non-eHealth) (1243) Clinical Information and Decision Making (3813) Natural Language Processing (1312) Decision Support for Health Professionals (2288) Substance Abuse (673)

Published on in Vol 11, No 12 (2022): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/42971, first published .
White pills spill from a bottle next to two syringes on a dark background.

The Evaluation of a Clinical Decision Support Tool Using Natural Language Processing to Screen Hospitalized Adults for Unhealthy Substance Use: Protocol for a Quasi-Experimental Design

The Evaluation of a Clinical Decision Support Tool Using Natural Language Processing to Screen Hospitalized Adults for Unhealthy Substance Use: Protocol for a Quasi-Experimental Design

Authors of this article:

Cara Joyce1 Author Orcid Image ;   Talar W Markossian2 Author Orcid Image ;   Jenna Nikolaides3 Author Orcid Image ;   Elisabeth Ramsey3 Author Orcid Image ;   Hale M Thompson3 Author Orcid Image ;   Juan C Rojas3 Author Orcid Image ;   Brihat Sharma3 Author Orcid Image ;   Dmitriy Dligach1 Author Orcid Image ;   Madeline K Oguss4 Author Orcid Image ;   Richard S Cooper2 Author Orcid Image ;   Majid Afshar4 Author Orcid Image
Article Authors Cited by (8) Tweetations (5) Metrics

Journals

  1. Castro Martínez J, Santamaría-García H. Understanding mental health through computers: An introduction to computational psychiatry. Frontiers in Psychiatry 2023;14 View
  2. Agurto C, Cecchi G, King S, Eyigoz E, Parvaz M, Alia-Klein N, Goldstein R. Speak and You Shall Predict: Evidence That Speech at Initial Cocaine Abstinence Is a Biomarker of Long-Term Drug Use Behavior. Biological Psychiatry 2025;98(1):65 View
  3. Amiri Z, Taghavirashidizadeh A, Khorrami P. RETRACTED: AI-Driven Decision-Making in Healthcare Information Systems: A Comprehensive Review. Journal of Systems and Software 2025:112470 View
  4. Wyse R, Samuels D, Sanchez-Roige S, Schirle L, Rhoten B, Lee S, Jeffery A. Natural Language Processing for Substance Use Disorder Information Extraction: A Systematic Literature Review. Current Addiction Reports 2026;13(1) View
  5. Rao S, Chen X, Deng G, Xie J, Jiang T, Li T, Zhang Y, Jiang H. Natural Language Processing Applied to Psychiatric Clinical Notes: Scoping Review. JMIR Medical Informatics 2026;14:e91249 View
  6. Teles J, Monteiro S. Impacts of AI systems on occupational health and well-being: a mixed methods systematic review. Behaviour & Information Technology 2026:1 View
  7. Martin C, Mansour A. Multi-Relational Graph Learning for Patient Similarity and Clinical Decision Support. Journal of Artificial Intelligence for Healthcare Systems 2024;3(1) View

Conference Proceedings

  1. Saikanth G, Manimaran A. 2026 7th International Conference on Electronics and Sustainable Communication Systems (ICESC). Natural Language Processing-Driven Clinical Decision Support using Electronic Health Records View