1. Articles from Akter Hussain

    1-2 of 2
    1. Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm

      Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm

      In this paper, we propose a novel classification model for automatically identifying individuals with age-related macular degeneration (AMD) or Diabetic Macular Edema (DME) using retinal features from Spectral Domain Optical Coherence Tomography (SD-OCT) images. Our classification method uses retinal features such as the thickness of the retina and the thickness of the individual retinal layers, and the volume of the pathologies such as drusen and hyper-reflective intra-retinal spots. We extract automatically, ten clinically important retinal features by segmenting individual SD-OCT images for classification purposes. The effectiveness of the extracted features is evaluated using several classification methods such as Random Forrest ...

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    2. Automatic optical coherence tomography imaging analysis for retinal disease screening (Thesis)

      Automatic optical coherence tomography imaging analysis for retinal disease screening (Thesis)

      The retina and the choroid are two important structures of the eye and on which the quality of eye sight depends. They have many tissue layers which are very important for monitoring the health and the progression of the eye disease from an early stage. These layers can be visualised using Optical Coherence Tomography (OCT) imaging. The abnormalities in these layers are indications of several eye diseases that can lead to blindness, such as Diabetic Macular Edema (DME), Age-related Macular Degeneration (AMD) and Glaucoma. If the retina and the choroid are damaged there is little chance to recover normal sight ...

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    1-2 of 2
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  2. Topics in the News

    1. (1 articles) Singapore Eye Research Institute
    2. (1 articles) Duke University
    3. (1 articles) NYU Langone Medical Center
    4. (1 articles) University of Melbourne
    5. (1 articles) Joel S. Schuman
    6. (1 articles) Hiroshi Ishikawa
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