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

Martin Pfister,Kornelia Schuetzenberger, Jasmin Schaefer,Hannes Stegmann,Martin Groeschl,René M. Werkmeister

Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN) (2020), paper OM4E.4（2020）

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摘要

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.

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