Ensemble machine learning prediction model for clinical refraction using partial interferometry measurements in childhood.

Journal: PloS one
Published Date: Jul 10, 2025

Abstract

PURPOSE: To develop an ensemble machine learning prediction model for clinical refraction in childhood using partial interferometry measurements.

Authors

  • Sa Ra Kim
    Department of Ophthalmology, Kim's Eye Hospital, #136 Yeongsin-ro, Yeongdeungpo-gu, Seoul, 07301, Republic of Korea.
  • Dong Hyun Kang
    Department of Ophthalmology, Kim's Eye Hospital, Seoul, Korea.
  • Gon Soo Choe
    Department of Ophthalmology, Kim's Eye Hospital, Seoul, Korea.
  • Dae Hee Kim
    Department of Ophthalmology, Kim's Eye Hospital, #136 Yeongsin-ro, Yeongdeungpo-gu, Seoul, 07301, Republic of Korea. skdh17@hanmail.net.

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