Statistical Texture Features Based Automatic Detection and Classification of Diabetic Retinopathy
نویسندگان
چکیده
منابع مشابه
Automatic diabetic retinopathy classification
Diabetic retinopathy (DR) is a disease in which the retina is damaged due to augmentation in the blood pressure of small vessels. DR is the major cause of blindness for diabetics. It has been shown that early diagnosis can play a major role in prevention of visual loss and blindness. This work proposes a computer based approach for the detection of DR in back-of-the-eye images based on the use ...
متن کاملAutomatic classification of Non-alcoholic fatty liver using texture features from ultrasound images
Background: Accurate and early detection of non-alcoholic fatty liver, which is a major cause of chronic diseases is very important and is vital to prevent the complications associated with this disease. Ultrasound of the liver is the most common and widely performed method of diagnosing fatty liver. However, due to the low quality of ultrasound images, the need for an automatic and intelligent...
متن کاملClassification of encrypted traffic for applications based on statistical features
Traffic classification plays an important role in many aspects of network management such as identifying type of the transferred data, detection of malware applications, applying policies to restrict network accesses and so on. Basic methods in this field were using some obvious traffic features like port number and protocol type to classify the traffic type. However, recent changes in applicat...
متن کاملAutomatic Detection and Classification of Glioma Tumors using Statistical Features
1 Department of Electronics and Communication Engineering, College of Engineering Perumon Kollam, Kerala, INDIA 2 Department of Electronics, Cochin University of Science and Technology Kochi-22, Kerala, INDIA ______________________________________________________________________________________ Abstract: The characterization and grading of glioma tumors, via image derived features, for diagnosi...
متن کاملClassification and Detection of Diabetic Retinopathy
Diabetic Retinopathy (DR) is the leading cause of blindness in adults around the world today. Early detection (that is, screening) and timely treatment have been shown to prevent visual loss and blindness in patients with retinal complications of diabetes. The basis of the classification of different stages of diabetic retinopathy is the detection and quantification of blood vessels and hemorrh...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Image, Graphics and Signal Processing
سال: 2021
ISSN: ['2074-9082', '2074-9074']
DOI: https://doi.org/10.5815/ijigsp.2021.02.05