Artificial intelligence in ophthalmology: The path to the real-world clinic
Z Li, L Wang, X Wu, J Jiang, W Qiang, H Xie… - Cell Reports …, 2023 - cell.com
Artificial intelligence (AI) has great potential to transform healthcare by enhancing the
workflow and productivity of clinicians, enabling existing staff to serve more patients …
workflow and productivity of clinicians, enabling existing staff to serve more patients …
TSSK-Net: Weakly supervised biomarker localization and segmentation with image-level annotation in retinal OCT images
The localization and segmentation of biomarkers in OCT images are critical steps in retina-
related disease diagnosis. Although fully supervised deep learning models can segment …
related disease diagnosis. Although fully supervised deep learning models can segment …
Multi-scale pathological fluid segmentation in OCT with a novel curvature loss in convolutional neural network
G Xing, L Chen, H Wang, J Zhang… - … on Medical Imaging, 2022 - ieeexplore.ieee.org
The segmentation of pathological fluid lesions in optical coherence tomography (OCT),
including intraretinal fluid, subretinal fluid, and pigment epithelial detachment, is of great …
including intraretinal fluid, subretinal fluid, and pigment epithelial detachment, is of great …
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 …
Segmentation and visualization of Retinal Detachment lesions through Retinal fundus images
Medical image segmentation is a prominent task in medical image processing and a
fundamental aspect of medical image analysis. However, accurate segmentation is …
fundamental aspect of medical image analysis. However, accurate segmentation is …
Development and validation of a routine blood parameters-based model for screening the occurrence of retinal detachment in high myopia in the context of PPPM
S Li, M Li, J Wu, Y Li, J Han, W Cao, X Zhou - EPMA Journal, 2023 - Springer
Background/aims Timely detection and treatment of retinal detachment (RD) could
effectively save vision and reduce the risk of progressing visual field defects. High myopia …
effectively save vision and reduce the risk of progressing visual field defects. High myopia …
OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation
A Chinkamol, V Kanjaras, P Sawangjai… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Objective: While the microvasculature annotation within Optical Coherence Tomography
Angiography (OCTA) can be leveraged using deep-learning techniques, expensive …
Angiography (OCTA) can be leveraged using deep-learning techniques, expensive …
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images
The availability of big data can transform the studies in biomedical research to generate
greater scientific insights if expert labeling is available to facilitate supervised learning …
greater scientific insights if expert labeling is available to facilitate supervised learning …
[HTML][HTML] Developing and validating a clinlabomics-based machine-learning model for early detection of retinal detachment in patients with high myopia
S Li, M Li, J Wu, Y Li, J Han, Y Song, W Cao… - Journal of Translational …, 2024 - Springer
Background Retinal detachment (RD) is a vision-threatening disorder of significant severity.
Individuals with high myopia (HM) face a 2 to 6 times higher risk of developing RD …
Individuals with high myopia (HM) face a 2 to 6 times higher risk of developing RD …
Efficient retinal detachment classification using hybrid machine learning with levy flight-based optimization
E Anitha, J Aravindhar - Expert Systems with Applications, 2024 - Elsevier
Decreased vision acuity and blindness due to retinal detachment (RD) are significant
concerns, emphasizing the importance of early diagnosis and identification. However …
concerns, emphasizing the importance of early diagnosis and identification. However …