Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey

IA Viedma, D Alonso-Caneiro, SA Read, MJ Collins - Neurocomputing, 2022 - Elsevier
Retinal optical coherence tomography (OCT) images provide fundamental information
regarding the health of the posterior eye (eg, the retina and choroid). Thus, the development …

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

Z Chen, Z Zeng, H Shen, X Zheng, P Dai… - … Signal Processing and …, 2020 - Elsevier
Optical coherence tomography (OCT) is an efficient noninvasive bioimaging technique that
can measure retinal tissue. Considering the changes in the acquisition environment during …

Signal-carrying speckle in optical coherence tomography: a methodological review on biomedical applications

VB Silva, D Andrade De Jesus, S Klein… - … of biomedical optics, 2022 - spiedigitallibrary.org
Significance: Speckle has historically been considered a source of noise in coherent light
imaging. However, a number of works in optical coherence tomography (OCT) imaging have …

Simultaneous denoising and super-resolution of optical coherence tomography images based on generative adversarial network

Y Huang, Z Lu, Z Shao, M Ran, J Zhou, L Fang… - Optics express, 2019 - opg.optica.org
Optical coherence tomography (OCT) has become a very promising diagnostic method in
clinical practice, especially for ophthalmic diseases. However, speckle noise and low …

Speckle-modulating optical coherence tomography in living mice and humans

O Liba, MD Lew, ED SoRelle, R Dutta, D Sen… - Nature …, 2017 - nature.com
Optical coherence tomography (OCT) is a powerful biomedical imaging technology that
relies on the coherent detection of backscattered light to image tissue morphology in vivo. As …

Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging

G Van Soest, T Goderie, E Regar… - … of biomedical optics, 2010 - spiedigitallibrary.org
Optical coherence tomography (OCT) is rapidly becoming the method of choice for
assessing arterial wall pathology in vivo. Atherosclerotic plaques can be diagnosed with …

Ultra wide-field lens-free monitoring of cells on-chip

A Ozcan, U Demirci - Lab on a Chip, 2008 - pubs.rsc.org
We experimentally and theoretically demonstrate the proof-of-principle of a new lens-free
cell monitoring platform that involves using an opto-electronic sensor array to record the …

A deep learning approach to denoise optical coherence tomography images of the optic nerve head

SK Devalla, G Subramanian, TH Pham, X Wang… - Scientific reports, 2019 - nature.com
Optical coherence tomography (OCT) has become an established clinical routine for the in
vivo imaging of the optic nerve head (ONH) tissues, that is crucial in the diagnosis and …

Efficient reduction of speckle noise in Optical Coherence Tomography

M Szkulmowski, I Gorczynska, D Szlag… - Optics express, 2012 - opg.optica.org
Speckle pattern, which is inherent in coherence imaging, influences significantly axial and
transversal resolution of Optical Coherence Tomography (OCT) instruments. The well known …

Noise-powered disentangled representation for unsupervised speckle reduction of optical coherence tomography images

Y Huang, W **a, Z Lu, Y Liu, H Chen… - … on Medical Imaging, 2020 - ieeexplore.ieee.org
Due to its noninvasive character, optical coherence tomography (OCT) has become a
popular diagnostic method in clinical settings. However, the low-coherence interferometric …