Semi-supervised capsule cGAN for speckle noise reduction in retinal OCT images
Speckle noise is the main cause of poor optical coherence tomography (OCT) image quality.
Convolutional neural networks (CNNs) have shown remarkable performances for speckle …
Convolutional neural networks (CNNs) have shown remarkable performances for speckle …
Speckle noise reduction for OCT images based on image style transfer and conditional GAN
Raw optical coherence tomography (OCT) images typically are of low quality because
speckle noise blurs retinal structures, severely compromising visual quality and degrading …
speckle noise blurs retinal structures, severely compromising visual quality and degrading …
On machine learning in clinical interpretation of retinal diseases using oct images
PK Karn, WH Abdulla - Bioengineering, 2023 - mdpi.com
Optical coherence tomography (OCT) is a noninvasive imaging technique that provides high-
resolution cross-sectional retina images, enabling ophthalmologists to gather crucial …
resolution cross-sectional retina images, enabling ophthalmologists to gather crucial …
StruNet: Perceptual and low‐rank regularized transformer for medical image denoising
Background Various types of noise artifacts inevitably exist in some medical imaging
modalities due to limitations of imaging techniques, which impair either clinical diagnosis or …
modalities due to limitations of imaging techniques, which impair either clinical diagnosis or …
[HTML][HTML] Upper limit for angular compounding speckle reduction
Y Winetraub, C Wu, GP Collins, S Chu… - Applied Physics …, 2019 - pubs.aip.org
Angular compounding is a technique for reducing speckle noise in optical coherence
tomography that is claimed to significantly improve the signal-to-noise ratio (SNR) of images …
tomography that is claimed to significantly improve the signal-to-noise ratio (SNR) of images …
[图书][B] Using Machine Learning and Optical Coherence Tomography To Generate a Non Contact Biopsy Images
Y Winetraub - 2021 - search.proquest.com
In vivo Biomedical imaging is an important part of diagnostic, therapeutic medical treatment
and research. The field is constantly searching for viable clinical tools at the micro-scale …
and research. The field is constantly searching for viable clinical tools at the micro-scale …
Image processing methods for computer-aided screening for disease
JJ Gómez Valverde - 2018 - oa.upm.es
El cribado de enfermedades es una práctica muy extendida en los servicios de salud desde
el siglo XX. En nuestros días, en la mayoría de los países desarrollados podemos encontrar …
el siglo XX. En nuestros días, en la mayoría de los países desarrollados podemos encontrar …