Patient and Procedural Predictors of Early Recovery Quality After Endoscopic Endonasal Surgery
The authors declare no conflicts of interest. Supporting Information Supplemental Figure 1: Lasso regression results for outcomes PACU-LoS and QoR-15 score, and PACU-ME Supplemental Figure 1: Lasso regression results for (A) Postanesthesia Care Unit Length of Stay (PACU LoS, in minutes), (B) 15-item Quality of Recovery (QoR-15) questionnaire scores, and Morphine Equivalent Dose in PACU (PACU-ME). Mean squared error (MSE) is plotted as a function of log(λ), showing model performance across varying levels of regularization (Left). The optimal λ value is indicated by the minimum MSE. Coefficient paths for each predictor variable plotted against log(λ), illustrating how variable coefficients shrink toward zero as regularization strength increases (Right). Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
Authors
- Felix E. Fernández‐Penny (ORCID: https://orcid.org/0000-0003-1577-8141)
- Sarah Samorodnitsky
- Hector Andres Perez (ORCID: https://orcid.org/0000-0002-5340-9753)
- Aria Jafari (ORCID: https://orcid.org/0000-0002-5254-3221)
- Ian M. Humphreys (ORCID: https://orcid.org/0000-0002-6832-754X)
- Waleed M. Abuzeid (ORCID: https://orcid.org/0000-0003-2489-0514)
- Ashton E. Lehmann (ORCID: https://orcid.org/0000-0002-0489-0181)
- Asif Bhurgri
- Katherine Mozingo
Institutions
- Geisinger Medical Center (US)
- University of Washington (US)
- University of Chicago (US)
- Fred Hutch Cancer Center (US)
Publication Details
- Journal
- International Forum of Allergy & Rhinology
- Published
- 2025-10-04
- DOI
- https://doi.org/10.1002/alr.70037
- Primary Topic
- Enhanced Recovery After Surgery
- Type
- article
- Field-Weighted Citation Impact
- 0.00