[HTML][HTML] Anatomy-aided deep learning for medical image segmentation: a review
Deep learning (DL) has become widely used for medical image segmentation in recent
years. However, despite these advances, there are still problems for which DL-based …
years. However, despite these advances, there are still problems for which DL-based …
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation
Knee cartilage and bone segmentation is critical for physicians to analyze and diagnose
articular damage and knee osteoarthritis (OA). Deep learning (DL) methods for medical …
articular damage and knee osteoarthritis (OA). Deep learning (DL) methods for medical …
Simultaneous alignment and surface regression using hybrid 2D–3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse …
Layer segmentation is important to quantitative analysis of retinal optical coherence
tomography (OCT). Recently, deep learning based methods have been developed to …
tomography (OCT). Recently, deep learning based methods have been developed to …
Facing annotation redundancy: Oct layer segmentation with only 10 annotated pixels per layer
The retinal layer segmentation from OCT images is a fundamental and important task in the
diagnosis and monitoring of eye-related diseases. The quest for improved accuracy is …
diagnosis and monitoring of eye-related diseases. The quest for improved accuracy is …
[PDF][PDF] Retinal OCT image analysis using deep learning
Y He - 2021 - jscholarship.library.jhu.edu
Optical coherence tomography (OCT) is a noninvasive imaging modality which uses low-
coherence light waves to take cross-sectional images of optical scattering media. OCT has …
coherence light waves to take cross-sectional images of optical scattering media. OCT has …
Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning
Glaucoma is one of the leading causes of permanent blindness due to optic nerve damage.
Optical coherence tomography (OCT) has become an important clinical tool for assessing …
Optical coherence tomography (OCT) has become an important clinical tool for assessing …
Segmentation of retinal structures in optical coherent tomography images
M Melinščak - 2022 - repozitorij.fer.unizg.hr
Optical coherence tomography (OCT) images of the retina provide a structural
representation and give an insight into the pathological changes present in age-related …
representation and give an insight into the pathological changes present in age-related …