Published on in Vol 10, No 12 (2022): December
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/38161, first published
.

Journals
- Castro Martínez J, Santamaría-García H. Understanding mental health through computers: An introduction to computational psychiatry. Frontiers in Psychiatry 2023;14 View
- Chen H, Cohen E, Wilson D, Alfted M. Improving Patient Safety Event Report Classification with Machine Learning and Contextual Text Representation. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 2023;67(1):1063 View
- Verma A, Trbovich P, Mamdani M, Shojania K. Grand rounds in methodology: key considerations for implementing machine learning solutions in quality improvement initiatives. BMJ Quality & Safety 2024;33(2):121 View
- Chen H, Cohen E, Wilson D, Alfred M. A Machine Learning Approach with Human-AI Collaboration for Automated Classification of Patient Safety Event Reports: Algorithm Development and Validation Study. JMIR Human Factors 2024;11:e53378 View
- Bartal A, Jagodnik K, Chan S, Dekel S. AI and narrative embeddings detect PTSD following childbirth via birth stories. Scientific Reports 2024;14(1) View
- Gooljar V, Issa T, Hardin-Ramanan S, Abu-Salih B. Sentiment-based predictive models for online purchases in the era of marketing 5.0: a systematic review. Journal of Big Data 2024;11(1) View
- Chignell M, Iglar A, Singh M, Furlano M, Hall T, Morton J, Lee J. Improving Cognitive Safety in High-Risk Patients: A Cognitive Assessment-based Approach. Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care 2024;13(1):78 View
- Baydili İ, Tasci B, Tasci G. Artificial Intelligence in Psychiatry: A Review of Biological and Behavioral Data Analyses. Diagnostics 2025;15(4):434 View
- Tokac U, Chipps J, Brysiewicz P, Bruce J, Clarke D. Using Natural Language Processing in the LACE Index Scoring Tool to Predict Unplanned Trauma and Surgical Readmissions in South Africa. World Journal of Surgery 2025;49(4):1067 View
- Traynor V, Ho B, Bimrose J, Riegel M, Chiu H, Boehm L, Hayter M, Neville S. Nurses Must Improve Delirium Care: A Call to Action. Journal of Clinical Nursing 2025;34(6):1979 View
- Friedman J, Parchure P, Cheng F, Fu W, Cheertirala S, Timsina P, Raut G, Reina K, Joseph-Jimerson J, Mazumdar M, Freeman R, Reich D, Kia A. Machine Learning Multimodal Model for Delirium Risk Stratification. JAMA Network Open 2025;8(5):e258874 View
- Lv S, Li J, He H, Zhao Q, Jiang Y. Artificial intelligence applications in delirium prediction, diagnosis, and management: a systematic review. Artificial Intelligence Review 2025;58(9) View
- Chen H, Alfred M, Cohen E. Efficient Detection of Stigmatizing Language in Electronic Health Records via In-Context Learning: Comparative Analysis and Validation Study. JMIR Medical Informatics 2025;13:e68955 View
- Miguel C, Santos Bittencourt J, Tavares L, Vidra B, Gazzola M, Pinheiro da Costa Rozzino T, Avelino-Silva T, Szlejf C. Developing the CAM-BERT: Enhancing delirium screening in hospitalized older adults using natural language processing. Computers in Biology and Medicine 2025;196:110781 View
Books/Policy Documents
- Toulany A, Shojania K. Measurement for Improvement. View
Conference Proceedings
- Chen A, Paredes D, Yu Z, Lou X, Brunson R, Thomas J, Martinez K, Lucero R, Magoc T, Solberg L, Snigurska U, Ser S, Prosperi M, Bian J, Bjarnadottir R, Wu Y. 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI). Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing View
- Avinash I, Kinol A. INNOVATIONS IN THERMAL, MANUFACTURING, STRUCTURAL AND ENVIRONMENTAL ENGINEERING: ICITMSEE’24. Recall-based comparison of fashion prediction in clothing using innovative convolution neural network and polynomial regression models View
- Avinash I, Kinol A. INNOVATIONS IN THERMAL, MANUFACTURING, STRUCTURAL AND ENVIRONMENTAL ENGINEERING: ICITMSEE’24. Comparing the precision of an innovative convolutional neural network to ridge regression for performance in clothing fashion prediction system View