Diagnosis of Choroidal Disease With Deep Learning-Based Image Enhancement and Volumetric Quantification of Optical Coherence Tomography

Author:

Maruyama Kazuichi123,Mei Song4,Sakaguchi Hirokazu52,Hara Chikako52,Miki Atsuya62,Mao Zaixing4,Kawasaki Ryo172,Wang Zhenguo4,Sakimoto Susumu2,Hashida Noriyasu2,Quantock Andrew J.8,Chan Kinpui4,Nishida Kohji23

Affiliation:

1. Department of Vision Informatics, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan

2. Department of Ophthalmology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan

3. Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Suita, Osaka, Japan

4. Topcon Advanced Biomedical Imaging Laboratory, Oakland, New Jersey, USA

5. Department of Advanced Device Medicine, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan

6. Department of Innovative Visual Science, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan

7. Artificial Intelligence Center for Medical Research and Application, Osaka University Hospital, Suita, Osaka, Japan

8. Structural Biophysics Group, School of Optometry and Vision Sciences, College of Biomedical and Life Sciences, Cardiff University, Cardiff, Wales, UK

Publisher

Association for Research in Vision and Ophthalmology (ARVO)

Subject

Ophthalmology,Biomedical Engineering

Reference39 articles.

1. Central serous chorioretinopathy: Towards an evidence-based treatment guideline;Van Rijssen;Prog Retin Eye Res.,2019

2. Characterization of macular choroid in normal-tension glaucoma: a swept-source optical coherence tomography study;Wang;Acta Ophthalmol.,2021

3. Comparison of peripapillary and subfoveal choroidal thickness in normal versus primary open-angle glaucoma (POAG) subjects using spectral domain optical coherence tomography (SD-OCT) and swept source optical coherence tomography (SS-OCT);Komma;BMJ Open Ophthalmol.,2019

4. Wide-field swept-source optical coherence tomography angiography in the assessment of retinal microvasculature and choroidal thickness in patients with myopia [published online ahead of print August 12, 2021];Moon;Br J Ophthalmol,

5. Updates of pathologic myopia;Ohno-Matsui;Prog Retin Eye Res.,2016

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