Essays about: "fundus"

Showing result 1 - 5 of 10 essays containing the word fundus.

  1. 1. Detection Of Diabetic Retinopathy Using Deep Convolutional Neural Network On Mobile Devices

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Yosief Gebremariam; [2022]
    Keywords : ;

    Abstract : Diabetic Retinopathy (DR) is an ophthalmic disease that damages retinal blood vessels.DR causes impaired vision and may even lead to blindness if it is not diagnosed in the early stages. Early eye examination and detection of DR is the best solution to control the growth of this disease. READ MORE

  3. 2. Image Enhancement & Automatic Detection of Exudates in Diabetic Retinopathy

    University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling

    Author : Vivek Mallampati; [2019]
    Keywords : Exudates; Diabetic Retinopathy; Mahalanobis Distance; Histogram Equalization; Contrast Limited Adaptive Histogram Equalization.;

    Abstract : Diabetic retinopathy (DR) is becoming a global health concern, which causes the loss of vision of most patients with the disease. Due to the vast prevalence of the disease, the automated detection of the DR is needed for quick diagnoses where the progress of the disease is monitored by detection of exudates changes and their classifications in the fundus retina images. READ MORE

  4. 3. Segmentation-based Retinal Image Analysis

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Qian Wu; [2019]
    Keywords : Retinal Image; Machine Learning; Image Segmentation;

    Abstract : Context. Diabetic retinopathy is the most common cause of new cases of legal blindness in people of working age. Early diagnosis is the key to slowing the progression of the disease, thus preventing blindness. Retinal fundus image is an important basis for judging these retinal diseases. READ MORE

  5. 4. Uveal melanoma identification using artificial neural networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Buster Styren; [2018]
    Keywords : ;

    Abstract : Uveal melanoma is a deadly form of cancer that can develop from a uveal nevus in the eye fundus. By using deep convolutional networks this thesis aims to classify fundus images based on malignancy. A baseline model was compared against two state-of-the-art networks, Inceptionv3 and ResNet. READ MORE

  6. 5. Computer-Vision Based Retinal Image Analysis for Diagnosis and Treatment

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Vaishnavi Annavarjula; [2017]
    Keywords : Retinal Image Processing; Disease Classification; Machine Learning;

    Abstract : Context- Vision is one of the five elementary physiologial senses. Vision is enabled via the eye, a very delicate sense organ which is highly susceptible to damage which results in loss of vision. The damage comes in the form of injuries or diseases such as diabetic retinopathy and glaucoma. READ MORE