Deep learning identify retinal nerve fibre and choroid layers as markers of age‐related macular degeneration in the classification of macular spectral‐domain optical coherence tomography volumes

Author:

Tvenning Arnt‐Ole1ORCID,Hanssen Stian Rikstad2,Austeng Dordi13ORCID,Morken Tora Sund13ORCID

Affiliation:

1. Department of Ophthalmology, St. Olav Hospital Trondheim University Hospital Trondheim Norway

2. Department of Computer Science Norwegian University of Science and Technology (NTNU) Trondheim Norway

3. Department of Neuromedicine and Movement Science NTNU Trondheim Norway

Funder

Stichting Combined Ophthalmic Research Rotterdam

Publisher

Wiley

Subject

Ophthalmology,General Medicine

Reference39 articles.

1. ApostolopoulosS CillerC De ZanetSI WolfS&SznitmanR(2016):RetiNet: Automatic AMD identification in OCT volumetric data. arXiv preprint: arXiv:1610.03628.

2. Eigen-CAM: Visual Explanations for Deep Convolutional Neural Networks

3. Determinants of Normal Retinal Nerve Fiber Layer Thickness Measured by Stratus OCT

4. Spectral Domain Optical Coherence Tomography

5. ChoJ LeeK ShinE ChoyG&DoS(2015):How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?. arXiv preprint: arXiv:1511.06348.

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