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Optica Publishing Group
  • Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN)
  • OSA Technical Digest (Optica Publishing Group, 2020),
  • paper OM4E.4
  • https://doi.org/10.1364/OCT.2020.OM4E.4

Identifying Diabetes in Mice using Optical Coherence Tomography Angiography Images of the Ears and Deep Learning

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Abstract

Using optical coherence tomography angiography images from mouse ears, a convolutional neural network successfully recognized diabetes with an accuracy of 0.81 and an area under the curve of 0.90.

© 2020 The Author(s)

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