Robust total retina thickness segmentation in optical coherence tomography images using convolutional neural networks.

Autor: Venhuizen FG; Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands., van Ginneken B; Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands., Liefers B; Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands., van Grinsven MJJP; Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands., Fauser S; Roche Pharma Research and Early Development, F. Hoffmann-La Roche Ltd, Basel, Switzerland.; Cologne University Eye Clinic, Cologne, Germany., Hoyng C; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands., Theelen T; Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands., Sánchez CI; Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands.

Publikováno v: Biomedical optics express [Biomed Opt Express] 2017 Jun 16; Vol. 8 (7), pp. 3292-3316. Date of Electronic Publication: 2017 Jun 16 (Print Publication: 2017).