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CLU-CNNs: Object detection for medical images
Medical images have different characteristics from normal images. As an important feature,
there usually exists data distribution difference between source domain and target domain …
there usually exists data distribution difference between source domain and target domain …
A Review on the optic disc and optic cup segmentation and classification approaches over retinal fundus images for detection of glaucoma
Glaucoma is one of the leading severe retinal disease which damages the optic nerve head
on the retinal part of the eye irreversibly. Once the person is diagnosed with glaucoma, it …
on the retinal part of the eye irreversibly. Once the person is diagnosed with glaucoma, it …
Precision Diagnosis of Glaucoma with VLLM Ensemble Deep Learning
S Wang, B Kim, J Kang, DS Eom - Applied Sciences, 2024 - mdpi.com
This paper focuses on improving automated approaches to glaucoma diagnosis, a severe
disease that leads to gradually narrowing vision and potentially blindness due to optic nerve …
disease that leads to gradually narrowing vision and potentially blindness due to optic nerve …
Identifying those at risk of glaucoma: a deep learning approach for optic disc and cup segmentation and their boundary analysis
Glaucoma is a leading cause of irreversible vision loss that gradually damages the optic
nerve. In ophthalmic fundus images, measurements of the cup to optic disc (CD) ratio, CD …
nerve. In ophthalmic fundus images, measurements of the cup to optic disc (CD) ratio, CD …
Optic disc and cup segmentation for glaucoma detection using Attention U-Net incorporating residual mechanism
Y Chen, Y Bai, Y Zhang - PeerJ Computer Science, 2024 - peerj.com
Glaucoma is a common eye disease that can cause blindness. Accurate detection of the
optic disc and cup disc is crucial for glaucoma diagnosis. Algorithm models based on …
optic disc and cup disc is crucial for glaucoma diagnosis. Algorithm models based on …
A Short Review on Automatic Detection of Glaucoma Using Fundus Image
Among the eye diseases, glaucoma is considered the second leading disease all around
the world that develops intraocular pressure and damages optic nerve head (ONH) within …
the world that develops intraocular pressure and damages optic nerve head (ONH) within …
Deep learning and ensemble method for optic disc and cup segmentation
Glaucoma is a chronic retinal disease that gradually damages the optic nerve. It is a leading
cause of irreversible loss of vision. In ophthalmic fundus images, the cup to optic disc ratio …
cause of irreversible loss of vision. In ophthalmic fundus images, the cup to optic disc ratio …
Defending deep learning-based biomedical image segmentation from adversarial attacks: a low-cost frequency refinement approach
Deep learning has demonstrated superb performance and efficiency in medical image
segmentation. However, recently the community has also found the first practical adversarial …
segmentation. However, recently the community has also found the first practical adversarial …
Robust segmentation of optic disc and cup from fundus images using deep neural networks
Optic disc (OD) and optic cup (OC) are regions of prominent clinical interest in a retinal
fundus image. They are the primary indicators of a glaucomatous condition. With the advent …
fundus image. They are the primary indicators of a glaucomatous condition. With the advent …
Improved U-Net Performance with Augmentation for Retinal Optic Segmentation
Glaucoma is a complex eye condition that involves damage to the optic nerve and causes
permanent loss of vision. Early detection of glaucoma is an important part of the eye that …
permanent loss of vision. Early detection of glaucoma is an important part of the eye that …