Development and Validation of a Nomogram for Predicting the Need for Mechanical Ventilation in Patients Undergoing High-Flow Nasal Cannula Therapy: A Retrospective Study Based on the MIMIC-IV Database
We developed and validated a nomogram to predict the likelihood of MV requirement in patients receiving HFNC therapy. The nomogram may serve as a practical clinical tool to assist physicians in determining whether to continue HFNC therapy or initiate MV in clinically ill patients.
Authors
- Jiaojiao Liu (ORCID: https://orcid.org/0000-0002-8149-5281)
- Yun Liang (ORCID: https://orcid.org/0009-0003-7066-1816)
- Yuan Yuan
Institutions
- North Sichuan Medical University (CN)
- Affiliated Hospital of North Sichuan Medical College (CN)
Publication Details
- Journal
- British Journal of Hospital Medicine
- Published
- 2026-02-05
- DOI
- https://doi.org/10.31083/bjhm50719
- Primary Topic
- Respiratory Support and Mechanisms
- Type
- article
- Field-Weighted Citation Impact
- 0.00