CorneaNet: fast segmentation of cornea OCT scans of healthy and keratoconic eyes using deep learning

Deep learning has dramatically improved object recognition, speech recognition, medical image analysis and many other fields. Optical coherence tomography (OCT) has become a standard of care imaging modality for ophthalmology. We asked whether deep learning could be used to segment cornea OCT images...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Biomed Opt Express
Prif Awduron: dos Santos, Valentin Aranha, Schmetterer, Leopold, Stegmann, Hannes, Pfister, Martin, Messner, Alina, Schmidinger, Gerald, Garhofer, Gerhard, Werkmeister, René M.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Optical Society of America 2019
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6377876/
https://ncbi.nlm.nih.gov/pubmed/30800504
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.10.000622
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg