Deep Transfer Learning for Ethnically Distinct Populations: Prediction of Refractive Error Using Optical Coherence Tomography

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...

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Bibliographic Details
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:
Adaptation training
Transfer learning
Ethnically distinct populations
OCT
Refractive errors
Online Access:https://doi.org/10.1007/s40123-023-00842-6

Internet

https://doi.org/10.1007/s40123-023-00842-6

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