Journal Pre-proofs Incorporating Feature Selection Methods into a Machine Learning-Based Neo- natal Seizure Diagnosis Merve Açikoğlu, Seda Arslan Tuncer PII: S0306-9877(19)31048-5 DOI: https://doi.org/10.1016/j.mehy.2019.109464 Reference: YMEHY 109464 To appear in: Medical Hypotheses Received Date: 16 September 2019 Revised Date: 22 October 2019 Accepted Date: 27 October 2019 Please cite this article as: M. Açikoğlu, S.A. Tuncer, Incorporating Feature Selection Methods into a Machine Learning-Based Neonatal Seizure Diagnosis, Medical Hypotheses (2019), doi: https://doi.org/10.1016/j.mehy. 2019.109464 This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2019 Published by Elsevier Ltd.