==== Front Sci Rep Sci Rep Scientific Reports 2045-2322 Nature Publishing Group UK London 37716 10.1038/s41598-023-37716-7 Author Correction Author Correction: Machine learning polysomnographically-derived electroencephalography biomarkers predictive of epworth sleepiness scale Araujo Matheus 1 Ghosn Samer 2 Wang Lu 3 Hariadi Nengah 4 Wells Samantha 1 Saab Carl Y. 25 Mehra Reena Mehrar@ccf.org 1678 1 grid.239578.2 0000 0001 0675 4725 Sleep Disorders Center, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH USA 2 grid.239578.2 0000 0001 0675 4725 Department of Biomedical Engineering, Cleveland Clinic Foundation, Cleveland, OH USA 3 grid.239578.2 0000 0001 0675 4725 Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH USA 4 grid.411931.f 0000 0001 0035 4528 Metro Health Medical Center, Cleveland, OH USA 5 grid.40263.33 0000 0004 1936 9094 Department of Biomedical Engineering, Brown University, Providence, RI USA 6 grid.239578.2 0000 0001 0675 4725 Respiratory Institute, Cleveland Clinic Foundation, Cleveland, OH USA 7 grid.239578.2 0000 0001 0675 4725 Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH USA 8 grid.239578.2 0000 0001 0675 4725 Heart and Vascular Institute, Cleveland Clinic Foundation, Cleveland, OH USA 30 6 2023 30 6 2023 2023 13 10601© The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/ Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. issue-copyright-statement© Springer Nature Limited 2023 ==== Body pmcCorrection to: Scientific Reports 10.1038/s41598-023-34716-5, published online 05 June 2023 The original version of this Article contained errors in the names of the authors Matheus Araujo, Samer Ghosn, Lu Wang, Nengah Hariadi, Samantha Wells, Carl Y. Saab & Reena Mehra, which were incorrectly given as Araujo Matheus, Ghosn Samer, Wang Lu, Hariadi Nengah, Wells Samantha, Saab Y. Carl & Mehra Reena. The original Article has been corrected.