Perception of AI Symptom Models in Oncology Nursing: Mixed Methods Evaluation Study
Oncology nurses agree that predictive symptom models could help improve symptom management for patients undergoing cancer treatment. However, nurses noted that transparency in the factors included in the AI model was essential, that nurses should be involved in the development and testing of models, and that the observability of the benefit in symptom care would need to be evident for ultimate adoption.
Authors
- Aref Smiley (ORCID: https://orcid.org/0000-0002-1077-2229)
- Kathi Mooney (ORCID: https://orcid.org/0000-0003-3371-5646)
- Elizabeth A. Sloss (ORCID: https://orcid.org/0000-0003-2071-5495)
- Joseph Finkelstein (ORCID: https://orcid.org/0000-0002-8084-7441)
- Bridget Nicholson
Institutions
- University of Arizona (US)
- University of Utah (US)
- Huntsman Cancer Institute (US)
Publication Details
- Journal
- JMIR Nursing
- Published
- 2026-02-04
- DOI
- https://doi.org/10.2196/82283
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 0.00