Automatic diagnosis of abnormal macula in retinal optical coherence tomography images using wavelet-based convolutional neural network features and random forests classifier

Macular OCT Classification Using a Multi-Scale Convolutional Neural Network Ensemble

(2018) Reza Rasti et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully-Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images with Diabetic Macular Edema using Neutrosophic Sets and Graph Algorithms

(2017) Abdolreza Rashno et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Fully automated macular pathology detection in retina optical coherence tomography images using sparse coding and dictionary learning

(2017) Yankui Sun et al.   JOURNAL OF BIOMEDICAL OPTICS

A machine-learning graph-based approach for 3D segmentation of Bruch’s membrane opening from glaucomatous SD-OCT volumes

(2017) Mohammad Saleh Miri et al.   MEDICAL IMAGE ANALYSIS

Breast cancer diagnosis in DCE-MRI using mixture ensemble of convolutional neural networks

(2017) Reza Rasti et al.   PATTERN RECOGNITION

Transfer learning based classification of optical coherence tomography images with diabetic macular edema and dry age-related macular degeneration

(2017) S. P. K. Karri 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

Statistical Modeling of Retinal Optical Coherence Tomography

(2016) Zahra Amini et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Structure tensor based automated detection of macular edema and central serous retinopathy using optical coherence tomography images

(2016) Bilal Hassan et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION

Machine learning based detection of age-related macular degeneration (AMD) and diabetic macular edema (DME) from optical coherence tomography (OCT) images

(2016) Yu Wang et al.   Biomedical Optics Express

Compressed-Domain Ship Detection on Spaceborne Optical Image Using Deep Neural Network and Extreme Learning Machine

(2015) Jiexiong Tang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Guidelines for the management of neovascular age-related macular degeneration by the European Society of Retina Specialists (EURETINA)

(2014) Ursula Schmidt-Erfurth et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

Fully automated detection of diabetic macular edema and dry age-related macular degeneration from optical coherence tomography images

(2014) Pratul P. Srinivasan et al.   Biomedical Optics Express

Automatic analysis of selected choroidal diseases in OCT images of the eye fundus

(2013) Robert Koprowski et al.   Biomedical Engineering Online

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

(2013) Raheleh Kafieh et al.   MEDICAL IMAGE ANALYSIS

Curvature correction of retinal OCTs using graph-based geometry detection

(2013) Raheleh Kafieh et al.   PHYSICS IN MEDICINE AND BIOLOGY

Automatic segmentation of closed-contour features in ophthalmic images using graph theory and dynamic programming

(2012) Stephanie J. Chiu et al.   Biomedical Optics Express

Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding

(2011) Yu-Ying Liu et al.   MEDICAL IMAGE ANALYSIS

X-ray Categorization and Retrieval on the Organ and Pathology Level, Using Patch-Based Visual Words

(2010) Uri Avni et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated layer segmentation of macular OCT images using dual-scale gradient information

(2010) Qi Yang et al.   OPTICS EXPRESS

Reliability and reproducibility of macular segmentation using a custom-built optical coherence tomography retinal image analysis software

(2009) Delia Cabrera DeBuc et al.   JOURNAL OF BIOMEDICAL OPTICS

Clinically Significant Macular Edema and Survival in Type 1 and Type 2 Diabetes

(2008) Flavio E. Hirai et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY