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Fully automated detection of diabetic macular edema and dry age-related macular degeneration from optical coherence tomography images
PP Srinivasan, LA Kim, PS Mettu… - Biomedical optics …, 2014 - opg.optica.org
We present a novel fully automated algorithm for the detection of retinal diseases via optical
coherence tomography (OCT) imaging. Our algorithm utilizes multiscale histograms of …
coherence tomography (OCT) imaging. Our algorithm utilizes multiscale histograms of …
Kernel regression based segmentation of optical coherence tomography images with diabetic macular edema
SJ Chiu, MJ Allingham, PS Mettu… - Biomedical optics …, 2015 - opg.optica.org
We present a fully automatic algorithm to identify fluid-filled regions and seven retinal layers
on spectral domain optical coherence tomography images of eyes with diabetic macular …
on spectral domain optical coherence tomography images of eyes with diabetic macular …
Accuracy enhancement of epileptic seizure detection: a deep learning approach with hardware realization of STFT
Electroencephalogram (EEG) signals, generated during the neuron firing, are an effective
way of predicting such seizure and it is used widely in recent days for classifying and …
way of predicting such seizure and it is used widely in recent days for classifying and …
Multiple surface segmentation using convolution neural nets: application to retinal layer segmentation in OCT images
Automated segmentation of object boundaries or surfaces is crucial for quantitative image
analysis in numerous biomedical applications. For example, retinal surfaces in optical …
analysis in numerous biomedical applications. For example, retinal surfaces in optical …
Automatic segmentation of up to ten layer boundaries in SD-OCT images of the mouse retina with and without missing layers due to pathology
PP Srinivasan, SJ Heflin, JA Izatt… - Biomedical optics …, 2014 - opg.optica.org
Accurate quantification of retinal layer thicknesses in mice as seen on optical coherence
tomography (OCT) is crucial for the study of numerous ocular and neurological diseases …
tomography (OCT) is crucial for the study of numerous ocular and neurological diseases …
Fully automated macular pathology detection in retina optical coherence tomography images using sparse coding and dictionary learning
Y Sun, S Li, Z Sun - Journal of biomedical optics, 2017 - spiedigitallibrary.org
We propose a framework for automated detection of dry age-related macular degeneration
(AMD) and diabetic macular edema (DME) from retina optical coherence tomography (OCT) …
(AMD) and diabetic macular edema (DME) from retina optical coherence tomography (OCT) …
Automatic segmentation of microcystic macular edema in OCT
Microcystic macular edema (MME) manifests as small, hyporeflective cystic areas within the
retina. For reasons that are still largely unknown, a small proportion of patients with multiple …
retina. For reasons that are still largely unknown, a small proportion of patients with multiple …
Real-time corneal segmentation and 3D needle tracking in intrasurgical OCT
Ophthalmic procedures demand precise surgical instrument control in depth, yet standard
operating microscopes supply limited depth perception. Current commercial microscope …
operating microscopes supply limited depth perception. Current commercial microscope …
Joint segmentation of retinal layers and focal lesions in 3-D OCT data of topologically disrupted retinas
J Novosel, KA Vermeer, JH De Jong… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Accurate quantification of retinal structures in 3-D optical coherence tomography data of
eyes with pathologies provides clinically relevant information. We present an approach to …
eyes with pathologies provides clinically relevant information. We present an approach to …
Loosely coupled level sets for simultaneous 3D retinal layer segmentation in optical coherence tomography
J Novosel, G Thepass, HG Lemij, JF de Boer… - Medical image …, 2015 - Elsevier
Optical coherence tomography (OCT) yields high-resolution, three-dimensional images of
the retina. Reliable segmentation of the retinal layers is necessary for the extraction of …
the retina. Reliable segmentation of the retinal layers is necessary for the extraction of …