Kashif Shaheed - Publications - Bridge of Knowledge

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  • Computer-Aided Detection of Hypertensive Retinopathy Using Depth-Wise Separable CNN
    Publication
    • I. Qureshi
    • Q. Abbas
    • J. Yan
    • A. Hussain
    • K. Shaheed
    • A. R. Baig

    - Applied Sciences-Basel - Year 2022

    Hypertensive retinopathy (HR) is a retinal disorder, linked to high blood pressure. The incidence of HR-eye illness is directly related to the severity and duration of hypertension. It is critical to identify and analyze HR at an early stage to avoid blindness. There are presently only a few computer-aided systems (CADx) designed to recognize HR. Instead, those systems concentrated on collecting features from many retinopathy-related...

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  • Medical Image Segmentation Using Deep Semantic-based Methods: A Review of Techniques, Applications and Emerging Trends
    Publication

    - Information Fusion - Year 2022

    Semantic-based segmentation (Semseg) methods play an essential part in medical imaging analysis to improve the diagnostic process. In Semseg technique, every pixel of an image is classified into an instance, where each class is corresponded by an instance. In particular, the semantic segmentation can be used by many medical experts in the domain of radiology, ophthalmologists, dermatologist, and image-guided radiotherapy. The authors...

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