Deep Transfer Learning for Ethnically Distinct Populations: Prediction of Refractive Error Using Optical Coherence Tomography
Abstract Introduction The mismatch between training and testing data distribution causes significant degradation in the deep learning model performance in multi-ethnic scenarios. To reduce the performance differences between ethnic groups and image domains, we built a deep transfer learning model wi...
Main Authors: | Rishabh Jain, Tae Keun Yoo, Ik Hee Ryu, Joanna Song, Nitin Kolte, Ashiyana Nariani |
---|---|
Format: | Article |
Language: | English |
Published: |
Adis, Springer Healthcare
2023-11-01
|
Series: | Ophthalmology and Therapy |
Subjects: | |
Online Access: | https://doi.org/10.1007/s40123-023-00842-6 |
Similar Items
-
Variation of choroidal thickness with refractive error as measured by optical coherence tomography / Norazwanie Azimi
by: Azimi, Norazwanie
Published: (2015) -
Comparative Analysis of Swept-Source Optical Coherence Tomography and Partial Coherence Interferometry Biometers in the Prediction of Cataract Surgery Refractive Outcomes
by: Cummings AB, et al.
Published: (2020-12-01) -
Refractive error blindness
by: Dandona Rakhi, et al.
Published: (2001-01-01) -
Swept-Source Optical Coherence Tomography-Based Biometry: A Comprehensive Overview
by: Alfredo Borgia, et al.
Published: (2022-12-01) -
Cephalometric characteristics of autochthonous population in the Republic of Kazakhstan
by: M. M. Soloviev, et al.
Published: (2013-12-01)