Unravelling the complexity of Optical Coherence Tomography image segmentation using machine and deep learning techniques: A review
Abstract Optical Coherence Tomography (OCT) is an emerging technology that provides
three-dimensional images of the microanatomy of biological tissue in-vivo and at micrometer …
three-dimensional images of the microanatomy of biological tissue in-vivo and at micrometer …
[HTML][HTML] Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function …
Automated segmentation is a challenging task in medical image analysis that usually
requires a large amount of manually labeled data. However, most current supervised …
requires a large amount of manually labeled data. However, most current supervised …
[HTML][HTML] A novel convolutional neural network for identification of retinal layers using sliced optical coherence tomography images
Retinal imaging is crucial for observing the retina and accurately diagnosing pathological
problems. Optical Coherence Tomography (OCT) has been a transformative breakthrough …
problems. Optical Coherence Tomography (OCT) has been a transformative breakthrough …
Detecting Retinopathy from Optical Coherence Tomography Images Using a Novel Augmentation-based Semi-supervised Learning Approach
B Zheng, C Huang, Y Li, Z Zheng… - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Optical coherence tomography (OCT) facilitates the diagnosis of retinal diseases with a non-
invasive and rapid imaging solution. When automatically detecting retinopathy in OCT …
invasive and rapid imaging solution. When automatically detecting retinopathy in OCT …
Morphological changes in plasma-exposed poultry red mites (Dermanyssus gallinae) using high-resolution video camera and optical coherence tomography (OCT)
V Rüster, H Werner, G Avramidis, S Wieneke… - … and Applied Acarology, 2024 - Springer
Dermanyssus gallinae, the poultry red mite (PRM), is a hematophagous temporary
ectoparasite that causes serious economic losses and animal health impairment on laying …
ectoparasite that causes serious economic losses and animal health impairment on laying …
Boundary-Repairing Dual-Path Network for Retinal Layer Segmentation in OCT Image with Pigment Epithelial Detachment
Automatic retinal layer segmentation in optical coherence tomography (OCT) images is
crucial for the diagnosis of ocular diseases. Currently, automatic retinal layer segmentation …
crucial for the diagnosis of ocular diseases. Currently, automatic retinal layer segmentation …
Joint Boundary-Enhanced and Topology-Preserving Dual-Path Network for Retinal Layer Segmentation in OCT Images with Pigment Epithelial Detachment
X Liu, X Li - Chinese Conference on Pattern Recognition and …, 2023 - Springer
Automatic retinal layer segmentation methods are currently successful in normal Optical
Coherence Tomography (OCT) images, but they face great challenges for eyes with Pigment …
Coherence Tomography (OCT) images, but they face great challenges for eyes with Pigment …