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 ...

      Read Full Article
    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 ...

      Read Full Article
    1-2 of 2
  1. Categories

    1. Applications:

      Art, Cardiology, Dentistry, Dermatology, Developmental Biology, Gastroenterology, Gynecology, Microscopy, NDE/NDT, Neurology, Oncology, Ophthalmology, Other Non-Medical, Otolaryngology, Pulmonology, Urology
    2. Business News:

      Acquisition, Clinical Trials, Funding, Other Business News, Partnership, Patents
    3. Technology:

      Broadband Sources, Probes, Tunable Sources
    4. Miscellaneous:

      Jobs & Studentships, Student Theses, Textbooks
  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
    7. (1 articles) Johns Hopkins University
    8. (1 articles) Dalhousie University
    9. (1 articles) Technical University of Munich
    10. (1 articles) University of Toronto
    11. (1 articles) Baylor College of Medicine
    12. (1 articles) Gadi Wollstein
    13. (1 articles) Joel S. Schuman
    14. (1 articles) Hiroshi Ishikawa
    15. (1 articles) Irina V. Larina
    16. (1 articles) Carl Zeiss Meditec
  3. Popular Articles

  4. Picture Gallery

    Automatic optical coherence tomography imaging analysis for retinal disease screening (Thesis) Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm Cooperative low-rank models for removing stripe noise from OCTA images MS-CAM: Multi-Scale Class Activation Maps for Weakly-supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images Attention-guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association using Volumetric Images Machine Learning Techniques for Ophthalmic Data Processing: A Review Dynamic Imaging of Mouse Embryos and Cardiac Development in Static Culture Effects of axial length on retinal nerve fiber layer and macular ganglion cell-inner plexiform layer measured by spectral-domain OCT Innovative method offers a new way of studying developmental cardiac biomechanics, live in 4-D Plaque mOrphology iMpact on Side Branch Occlusion at oPtical Coherence Tomography Evaluation in Percutaneous Coronary Interventions Full-range space-division multiplexing optical coherence tomography angiography Measuring 3D Optic Nerve Head Deformations using Digital Volume Correlation of in vivo Optical Coherence Tomography Data (Thesis)