Search Results - "Dadzie, Albert K"
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An open-source deep learning network AVA-Net for arterial-venous area segmentation in optical coherence tomography angiography
Published in Communications medicine (17-04-2023)“…Background Differential artery-vein (AV) analysis in optical coherence tomography angiography (OCTA) holds promise for the early detection of eye diseases…”
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Differential Capillary and Large Vessel Analysis Improves OCTA Classification of Diabetic Retinopathy
Published in Investigative ophthalmology & visual science (01-08-2024)“…This study aimed to investigate the impact of distinctive capillary-large vessel (CLV) analysis in optical coherence tomography angiography (OCTA) on the…”
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Assessing spectral effectiveness in color fundus photography for deep learning classification of retinopathy of prematurity
Published in Journal of biomedical optics (01-07-2024)“…Retinopathy of prematurity (ROP) poses a significant global threat to childhood vision, necessitating effective screening strategies. This study addresses the…”
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Optimizing the OCTA layer fusion option for deep learning classification of diabetic retinopathy
Published in Biomedical optics express (01-09-2023)“…The purpose of this study is to evaluate layer fusion options for deep learning classification of optical coherence tomography (OCT) angiography (OCTA) images…”
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Colour fusion effect on deep learning classification of uveal melanoma
Published in Eye (London) (01-10-2024)“…Background Reliable differentiation of uveal melanoma and choroidal nevi is crucial to guide appropriate treatment, preventing unnecessary procedures for…”
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Adaptive vessel tracing and segmentation in OCT enables the robust detection of wall-to-lumen ratio abnormalities in 5xFAD mice
Published in Biomedical optics express (01-12-2023)“…The wall-to-lumen ratio (WLR) of retinal blood vessels promises a sensitive marker for the physiological assessment of eye conditions. However, measurement of…”
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OCTA-ReVA: an open-source toolbox for comprehensive retinal vessel feature analysis in optical coherence tomography angiography
Published in Biomedical optics express (01-10-2024)“…Optical coherence tomography angiography (OCTA) has significantly advanced the study and diagnosis of eye diseases. However, current clinical OCTA systems and…”
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Differential artery-vein analysis improves the OCTA classification of diabetic retinopathy
Published in Biomedical optics express (01-06-2024)“…This study investigates the impact of differential artery-vein (AV) analysis in optical coherence tomography angiography (OCTA) on machine learning…”
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Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy
Published in Translational vision science & technology (05-04-2023)“…To evaluate the sensitivity of normalized blood flow index (NBFI) for detecting early diabetic retinopathy (DR). Optical coherence tomography angiography…”
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Multispectral Fundus Photography of Choroidal Nevi With Trans-Palpebral Illumination
Published in Translational vision science & technology (01-03-2024)“…The purpose of this study was to investigate the spectral characteristics of choroidal nevi and assess the feasibility of quantifying the basal diameter of…”
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Deep learning for artery–vein classification in optical coherence tomography angiography
Published in Experimental Biology and Medicine (01-05-2023)“…Major retinopathies can differentially impact the arteries and veins. Traditional fundus photography provides limited resolution for visualizing retinal…”
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Book Review Journal Article -
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Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy
Published 22-12-2022“…Purpose: To evaluate the sensitivity of normalized blood flow index (NBFI) for detecting early diabetic retinopathy (DR). Methods: Optical coherence tomography…”
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