State of the art and future opportunities in MRI-guided robot-assisted surgery and interventions

H Su, KW Kwok, K Cleary, I Iordachita… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Magnetic resonance imaging (MRI) can provide high-quality 3-D visualization of target
anatomy, surrounding tissue, and instrumentation, but there are significant challenges in …

Speckle noise reduction in optical coherence tomography images based on edge-sensitive cGAN

Y Ma, X Chen, W Zhu, X Cheng, D Xiang… - Biomedical optics …, 2018 - opg.optica.org
Speckle noise in optical coherence tomography (OCT) impairs both the visual quality and
the performance of automatic analysis. Edge preservation is an important issue for speckle …

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 …

Semi-supervised capsule cGAN for speckle noise reduction in retinal OCT images

M Wang, W Zhu, K Yu, Z Chen, F Shi… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Speckle noise is the main cause of poor optical coherence tomography (OCT) image quality.
Convolutional neural networks (CNNs) have shown remarkable performances for speckle …

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

Y Huang, W Xia, 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 …

SiameseGAN: a generative model for denoising of spectral domain optical coherence tomography images

NA Kande, R Dakhane, A Dukkipati… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Optical coherence tomography (OCT) is a standard diagnostic imaging method for
assessment of ophthalmic diseases. The speckle noise present in the high-speed OCT …

Speckle noise reduction for OCT images based on image style transfer and conditional GAN

Y Zhou, K Yu, M Wang, Y Ma, Y Peng… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Raw optical coherence tomography (OCT) images typically are of low quality because
speckle noise blurs retinal structures, severely compromising visual quality and degrading …

Deep learning-based image enhancement in optical coherence tomography by exploiting interference fringe

W Lee, HS Nam, JY Seok, WY Oh, JW Kim… - Communications …, 2023 - nature.com
Optical coherence tomography (OCT), an interferometric imaging technique, provides non-
invasive, high-speed, high-sensitive volumetric biological imaging in vivo. However …

Accurate wavelet thresholding method for ECG signals

K Yu, L Feng, Y Chen, M Wu, Y Zhang, P Zhu… - Computers in Biology …, 2024 - Elsevier
Current wavelet thresholding methods for cardiogram signals captured by flexible wearable
sensors face a challenge in achieving both accurate thresholding and real-time signal …

An explainable fully dense fusion neural network with deep support vector machine for retinal disease determination

İ Kayadibi, GE Güraksın - International Journal of Computational …, 2023 - Springer
Retinal issues are crucial because they result in visual loss. Early diagnosis can aid
physicians in initiating treatment and preventing visual loss. Optical coherence tomography …