Comparison of machine learning classification techniques to predict implantation success in an IVF treatment cycle.

Journal: Reproductive biomedicine online
Published Date: Jun 28, 2022

Abstract

RESEARCH QUESTION: Which machine learning model predicts the implantation outcome better in an IVF cycle? What is the importance of each variable in predicting the implantation outcome in an IVF cycle?

Authors

  • Pakize Yiğit
    Department of Medical Statistics and Medical Informatics, Istanbul Medipol University, Faculty of Medicine Istanbul, Turkey. Electronic address: pyigit@medipol.edu.tr.
  • Abdulbari Bener
    Department of Medical Statistics and Medical Informatics, Istanbul Medipol University, Faculty of Medicine Istanbul, Turkey; Department of Evidence for Population Health Unit, School of Epidemiology and Health Sciences, The University of Manchester Manchester, UK.
  • Seda Karabulut
    Department of Histology and Embryology, Medipol International School of Medicine, Istanbul Medipol University Istanbul, Turkey.

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