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.

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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
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article

Patient and Procedural Predictors of Early Recovery Quality After Endoscopic Endonasal Surgery

Felix E. Fernández‐Penny, Sarah Samorodnitsky, Hector Andres Perez, Aria Jafari et al.
International Forum of Allergy & Rhinology
Enhanced Recovery After Surgery
article

Patient and Procedural Predictors of Early Recovery Quality After Endoscopic Endonasal Surgery

Felix E. Fernández‐Penny, Sarah Samorodnitsky, Hector Andres Perez, Aria Jafari, Ian M. Humphreys, Waleed M. Abuzeid, Ashton E. Lehmann, Asif Bhurgri, Katherine Mozingo
article en

Abstract

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.

International Forum of Allergy & RhinologyVol. 15(12)
Geisinger Medical Center (US), University of Washington (US), University of Chicago (US), Fred Hutch Cancer Center (US)
Openalex Percentile: Top 56%
Enhanced Recovery After Surgery
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Patient and Procedural Predictors of Early Recovery Quality After Endoscopic Endonasal Surgery — Felix E. Fernández‐Penny, Sarah Samorodnitsky, et al. · International Forum of Allergy & Rhinology (2025) | TGRS Research Map | TGRS