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181
Data Mining Techniques for The Screening of Age-Related Macular Degeneration
"... Age related Macular Degeneration (AMD) is the primary cause of adult blindness. Currently AMD cannot be cured, however early detection does allow the progress of the condition to be inhibited. One of the first symptoms of AMD is the presence of fatty deposits, called drusen, on the retina. The prese ..."
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Age related Macular Degeneration (AMD) is the primary cause of adult blindness. Currently AMD cannot be cured, however early detection does allow the progress of the condition to be inhibited. One of the first symptoms of AMD is the presence of fatty deposits, called drusen, on the retina
Image Classification using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data
"... Abstract. An approach to image mining is described that combines a histogram based representation with a time series analysis technique. More specifically a Dynamic Time Warping (DTW) approach is applied to histogram represented image sets that have been enhanced using CLAHE and noise removal. The f ..."
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. The focus of the work is the screening (classification) of retinal image sets to identify age-related macular degeneration (AMD). Results are reported from experiments conducted to compare different image enhancement techniques, combination of two different histograms for image classification, and different
Identifying Age-related Macular Degeneration In Volumetric Retinal Images
"... Age-related Macular Degeneration (AMD) is a retina disorder, which is currently on the increase. In this paper, we investigate the use two different statistical methods for detecting AMD in Optical Coherence Tomography (OCT) volumetric data where by a 3-D image is represented using a combination of ..."
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Age-related Macular Degeneration (AMD) is a retina disorder, which is currently on the increase. In this paper, we investigate the use two different statistical methods for detecting AMD in Optical Coherence Tomography (OCT) volumetric data where by a 3-D image is represented using a combination
A Histogram Approach for the Screening of Age-Related Macular Degeneration
"... Abstract. The identification of retinal drusen is important in the diagnosis of Age-Related Macular Degeneration (AMD). This is normally undertaken through visual inspection of retinal colour images; a time consuming, resource intensive, process. In this paper an automated approach is proposed to su ..."
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Abstract. The identification of retinal drusen is important in the diagnosis of Age-Related Macular Degeneration (AMD). This is normally undertaken through visual inspection of retinal colour images; a time consuming, resource intensive, process. In this paper an automated approach is proposed
Image Classification for Age-related Macular Degeneration Screening using Hierarchical Image Decompositions and Graph Mining
"... Abstract. Age-related Macular Degeneration (AMD) is the most common cause of adult blindness in the developed world. This paper describes a new image mining technique to perform automated detection of AMD from colour fundus photographs. The technique comprises a novel hierarchical image decompositio ..."
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Cited by 1 (0 self)
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Abstract. Age-related Macular Degeneration (AMD) is the most common cause of adult blindness in the developed world. This paper describes a new image mining technique to perform automated detection of AMD from colour fundus photographs. The technique comprises a novel hierarchical image
NM. Automated classification of severity of age-related macular degeneration from fundus photographs. Invest Ophthalmol Vis Sci
"... PURPOSE. To evaluate an automated analysis of retinal fundus photographs to detect and classify severity of age-related macular degeneration compared with grading by the AgeRelated Eye Disease Study (AREDS) protocol. METHODS. Following approval by the Johns Hopkins University School of Medicine&apo ..."
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Cited by 2 (0 self)
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PURPOSE. To evaluate an automated analysis of retinal fundus photographs to detect and classify severity of age-related macular degeneration compared with grading by the AgeRelated Eye Disease Study (AREDS) protocol. METHODS. Following approval by the Johns Hopkins University School of Medicine
Automatic Multiresolution Age-related Macular Degeneration Detection from Fundus Images
"... Age-related Macular Degeneration (AMD) is a leading cause of legal blindness. As the disease progress, visual loss occurs rapidly, therefore early diagnosis is required for timely treatment. Automatic, fast and robust screening of this widespread disease should allow an early detection. Most of the ..."
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Age-related Macular Degeneration (AMD) is a leading cause of legal blindness. As the disease progress, visual loss occurs rapidly, therefore early diagnosis is required for timely treatment. Automatic, fast and robust screening of this widespread disease should allow an early detection. Most
Automatic Detection of Age-related Macular Degeneration from Retinal Images 1
"... Abstract — Macular degeneration is one of the most common retinal diseases in India. Usually it is observed in people over 60s and is therefore called age related macular degeneration, ARMD or AMD. The macula is responsible for the sharp central vision needed for detailed activities such as reading, ..."
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Abstract — Macular degeneration is one of the most common retinal diseases in India. Usually it is observed in people over 60s and is therefore called age related macular degeneration, ARMD or AMD. The macula is responsible for the sharp central vision needed for detailed activities such as reading
The Minnesota Grading System of Eye Bank Eyes for Age-Related Macular Degeneration
, 2004
"... PURPOSE. The Minnesota Grading System (MGS) is a method to evaluate human eye bank eyes and determine the level of age-related macular degeneration (AMD), by using criteria and definitions from the Age-Related Eye Disease Study (AREDS). METHODS. Donor eyes (108 pairs) from the Minnesota Lions Eye B ..."
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PURPOSE. The Minnesota Grading System (MGS) is a method to evaluate human eye bank eyes and determine the level of age-related macular degeneration (AMD), by using criteria and definitions from the Age-Related Eye Disease Study (AREDS). METHODS. Donor eyes (108 pairs) from the Minnesota Lions Eye
RETINAL DISORDERS
"... Near-infrared reflectance imaging of neovascular age-related macular degeneration ..."
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Near-infrared reflectance imaging of neovascular age-related macular degeneration
Results 1 - 10
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