Machine learning methods for diagnosis of eye-related diseases: a systematic review study based on ophthalmic imaging modalities
Glaucoma, diabetic retinopathy, diabetic hypertension (DHR), Cataract, and age-related
macular degeneration are some of the most common and important retinal diseases. A …
macular degeneration are some of the most common and important retinal diseases. A …
Computer-aided diagnostic system for hypertensive retinopathy: A review
Hypertensive Retinopathy (HR) is a retinal disease caused by elevated blood pressure for a
prolonged period. There are no obvious signs in the early stages of high blood pressure, but …
prolonged period. There are no obvious signs in the early stages of high blood pressure, but …
[图书][B] Computer Vision and Recognition Systems: Research Innovations and Trends
This cutting-edge volume, Computer Vision and Recognition Systems: Research
Innovations and Trends, focuses on how artificial intelligence can be used to give computers …
Innovations and Trends, focuses on how artificial intelligence can be used to give computers …
Prediction of hypertension, hyperglycemia and dyslipidemia from retinal fundus photographs via deep learning: A cross-sectional study of chronic diseases in central …
L Zhang, M Yuan, Z An, X Zhao, H Wu, H Li, Y Wang… - PloS one, 2020 - journals.plos.org
Retinal fundus photography provides a non-invasive approach for identifying early
microcirculatory alterations of chronic diseases prior to the onset of overt clinical …
microcirculatory alterations of chronic diseases prior to the onset of overt clinical …
DenseHyper: an automatic recognition system for detection of hypertensive retinopathy using dense features transform and deep-residual learning
Q Abbas, MEA Ibrahim - Multimedia Tools and Applications, 2020 - Springer
High blood pressure and diabetes are associated with a retinal abnormality known as
Hypertensive Retinopathy (HR). The severity-level and duration of hypertension are …
Hypertensive Retinopathy (HR). The severity-level and duration of hypertension are …
An automatic detection and classification system of five stages for hypertensive retinopathy using semantic and instance segmentation in DenseNet architecture
The stage and duration of hypertension are connected to the occurrence of Hypertensive
Retinopathy (HR) of eye disease. Currently, a few computerized systems have been …
Retinopathy (HR) of eye disease. Currently, a few computerized systems have been …
A fast and accurate method for glaucoma screening from smartphone-captured fundus images
The glaucoma is an eye disease that causes blindness when it progresses in an advanced
stage. Early glaucoma diagnosis is essential to prevent the vision loss. However, early …
stage. Early glaucoma diagnosis is essential to prevent the vision loss. However, early …
Mobile-Hr: An ophthalmologic-based classification system for diagnosis of hypertensive retinopathy using optimized MobileNet architecture
Hypertensive retinopathy (HR) is a serious eye disease that causes the retinal arteries to
change. This change is mainly due to the fact of high blood pressure. Cotton wool patches …
change. This change is mainly due to the fact of high blood pressure. Cotton wool patches …
Automated detection of Hypertensive Retinopathy using few-shot learning
Hypertensive Retinopathy (HR) is a retinal manifestation caused due to persistently raised
blood pressure. Computer-aided diagnosis (CAD) plays an important role in the early …
blood pressure. Computer-aided diagnosis (CAD) plays an important role in the early …
Computer-aided detection of hypertensive retinopathy using depth-wise separable CNN
Hypertensive retinopathy (HR) is a retinal disorder, linked to high blood pressure. The
incidence of HR-eye illness is directly related to the severity and duration of hypertension. It …
incidence of HR-eye illness is directly related to the severity and duration of hypertension. It …