Synthetic OCT data in challenging conditions: three-dimensional OCT and presence of abnormalities

Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification

(2021) Tae Keun Yoo et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks

(2021) Jason Kugelman et al.   NEURAL COMPUTING & APPLICATIONS

Generative adversarial networks in ophthalmology: what are these and how can they be used?

(2021) Zhaoran Wang et al.   CURRENT OPINION IN OPHTHALMOLOGY

Livelayer: a semi-automatic software program for segmentation of layers and diabetic macular edema in optical coherence tomography images

(2021) Mansooreh Montazerin et al.   Scientific Reports

Classification of dry age-related macular degeneration and diabetic macular oedema from optical coherence tomography images using dictionary learning

(2020) Elahe Mousavi et al.   IET Image Processing

Automatically Enhanced OCT Scans of the Retina: A proof of concept study

(2020) Stefanos Apostolopoulos et al.   Scientific Reports

Detection of Diabetic Macular Edema in Optical Coherence Tomography Image Using an Improved Level Set Algorithm

(2020) Zhenhua Wang et al.   Biomed Research International

Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders

(2020) Ce Zheng et al.   Translational Vision Science & Technology

Optical Coherence Tomography in Neuromyelitis Optica spectrum disorder and Multiple Sclerosis: A population-based study

(2020) Fereshteh Ashtari et al.   Multiple Sclerosis and Related Disorders

Automatic Choroid Layer Segmentation from Optical Coherence Tomography Images Using Deep Learning

(2019) Saleha Masood et al.   Scientific Reports

Deep learning based retinal OCT segmentation

(2019) M. Pekala et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automatic Annotation of Retinal Layers in Optical Coherence Tomography Images

(2019) Bashir Isa Dodo et al.   JOURNAL OF MEDICAL SYSTEMS

AOCT-NET: a convolutional network automated classification of multiclass retinal diseases using spectral-domain optical coherence tomography images

(2019) Ali Mohammad Alqudah   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

DN-GAN: Denoising generative adversarial networks for speckle noise reduction in optical coherence tomography images

(2019) Zailiang Chen et al.   Biomedical Signal Processing and Control

Automated segmentation of fluid regions in optical coherence tomography B-scan images of age-related macular degeneration

(2019) Zailiang Chen et al.   OPTICS AND LASER TECHNOLOGY

End-to-End Adversarial Retinal Image Synthesis

(2018) Pedro Costa et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning

(2018) Thomas Schlegl et al.   OPHTHALMOLOGY

The possibility of the combination of OCT and fundus images for improving the diagnostic accuracy of deep learning for age-related macular degeneration: a preliminary experiment

(2018) Tae Keun Yoo et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Joint retinal layer and fluid segmentation in OCT scans of eyes with severe macular edema using unsupervised representation and auto-context

(2017) Alessio Montuoro et al.   Biomedical Optics Express

Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography

(2017) Atefeh Abdolmanafi et al.   Biomedical Optics Express

Deep-learning based, automated segmentation of macular edema in optical coherence tomography

(2017) Cecilia S. Lee et al.   Biomedical Optics Express

ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

(2017) Abhijit Guha Roy et al.   Biomedical Optics Express

Automatic segmentation of nine retinal layer boundaries in OCT images of non-exudative AMD patients using deep learning and graph search

(2017) Leyuan Fang et al.   Biomedical Optics Express

A web-based framework for anatomical assessment of the retina using OCT

(2015) Ana González-López et al.   BIOSYSTEMS ENGINEERING

Implementation of a Novel Algorithm For Generating Synthetic CT Images From Magnetic Resonance Imaging Data Sets for Prostate Cancer Radiation Therapy

(2015) Joshua Kim et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Kernel regression based segmentation of optical coherence tomography images with diabetic macular edema

(2015) Stephanie J. Chiu et al.   Biomedical Optics Express

Segmentation of Choroidal Boundary in Enhanced Depth Imaging OCTs Using a Multiresolution Texture Based Modeling in Graph Cuts

(2014) Hajar Danesh et al.   Computational and Mathematical Methods in Medicine

Remote visual monitoring of analogue meter displays using deformable models

(2014) Carlos Alberto Ramirez Behaine et al.   IET Science Measurement & Technology

Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map

(2013) Raheleh Kafieh et al.   MEDICAL IMAGE ANALYSIS

Investigation of a method for generating synthetic CT models from MRI scans of the head and neck for radiation therapy

(2013) Shu-Hui Hsu et al.   PHYSICS IN MEDICINE AND BIOLOGY

Burden of illness of diabetic macular edema: literature review

(2010) Er Chen et al.   CURRENT MEDICAL RESEARCH AND OPINION

Clinical use and research applications of Heidelberg retinal angiography and spectral-domain optical coherence tomography - a review

(2009) Andrea Hassenstein et al.   CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY

Statistical shape models for 3D medical image segmentation: A review

(2009) Tobias Heimann et al.   MEDICAL IMAGE ANALYSIS