Decision Support For Automated Screening Of Diabetic Retinopathy

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A Decision Support Framework for Automated Screening of ...

    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2324023/
    The early signs of diabetic retinopathy (DR) are depicted by microaneurysms among other signs. A prompt diagnosis when the disease is at the early stage can help prevent irreversible damages to the diabetic eye. In this paper, we propose a decision support system (DSS) for automated screening of early signs of diabetic retinopathy.Cited by: 66

A Decision Support Framework for Automated Screening of ...

    https://www.hindawi.com/journals/ijbi/2006/045806/ref/
    The early signs of diabetic retinopathy (DR) are depicted by microaneurysms among other signs. A prompt diagnosis when the disease is at the early stage can help prevent irreversible damages to the diabetic eye. In this paper, we propose a decision support system (DSS) for automated screening of early signs of diabetic retinopathy.Cited by: 66

(PDF) A Decision Support Framework for Automated Screening ...

    https://www.researchgate.net/publication/233723980_A_Decision_Support_Framework_for_Automated_Screening_of_Diabetic_Retinopathy
    In this paper, we propose a decision support system (DSS) for automated screening of early signs of diabetic retinopathy. Classification schemes for deducing the presence or absence of DR are ...

A Decision Support Framework for Automated Screening of ...

    https://www.researchgate.net/profile/K_Namuduri/publication/233723980_A_Decision_Support_Framework_for_Automated_Screening_of_Diabetic_Retinopathy/links/0f317530c861920c82000000/A-Decision-Support-Framework-for-Automated-Screening-of-Diabetic-Retinopathy.pdf
    In this paper, we propose a decision support system (DSS) for automated screening of early signs of diabetic retinopathy. Classification schemes for deducing the presence or

Decision Support for Automated Screening of Diabetic ...

    http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.580.9424
    A prompt diagnosis when the disease is at the early stage can help prevent irreversible damages to the diabetic eye. This paper presents a decision support framework for automated screening of early signs of DR and classification schemes for deducing the presence or absence of microaneurysms are developed and tested under a univariate environment.

A Decision Support System for Automatic Screening of Non ...

    https://link.springer.com/article/10.1007%2Fs10916-009-9337-y
    Jul 04, 2009 · The increasing number of diabetic retinopathy (DR) cases world wide demands the development of an automated decision support system for quick and cost-effective screening of DR. We present an automatic screening system for detecting the early stage of DR, which is known as non-proliferative diabetic retinopathy (NPDR).Cited by: 28

A Decision Support System for Automatic Screening of Non ...

    https://dl.acm.org/citation.cfm?id=1938422
    The increasing number of diabetic retinopathy (DR) cases world wide demands the development of an automated decision support system for quick and cost-effective screening of DR. We present an automatic screening system for detecting the early stage of DR, which is known as non-proliferative diabetic retinopathy (NPDR).Cited by: 28

Automated Detection of Diabetic Retinopathy using Deep ...

    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5961805/
    May 18, 2018 · Finally, given an increase in prevalence of both diabetes and associated retinal complications throughout the world, manual methods of diagnosis may be unable to keep apace with demand for screening services 12. Automated techniques for diabetic retinopathy diagnoses are essential to solving these problems.Cited by: 13

Automated Analysis of Retinal Images for Detection of ...

    https://jamanetwork.com/journals/jamaophthalmology/fullarticle/1668203
    Mar 01, 2013 · Figure 3. Receiver operator characteristics curve of the Iowa Detection Program (IDP) to detect referable diabetic retinopathy, defined as more than mild nonproliferative retinopathy and/or macular edema according to International Clinical Diabetic Retinopathy criteria by an adjudicated consensus of 4 retinal specialists and 2 selected set points.Cited by: 129

An ensemble-based system for automatic screening of ...

    https://www.sciencedirect.com/science/article/pii/S0950705114000021
    In this paper, an ensemble-based method for the screening of diabetic retinopathy (DR) is proposed. This approach is based on features extracted from the output of several retinal image processing algorithms, such as image-level (quality assessment, pre-screening, AM/FM), lesion-specific (microaneurysms, exudates) and anatomical (macula, optic disk) components.Cited by: 113



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