FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310238064> ?p ?o ?g. }

• W4310238064 endingPage "12086" @default.
• W4310238064 startingPage "12086" @default.
• W4310238064 abstract "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 HR lesions and then classifying them using traditional machine learning algorithms. Consequently, those CADx systems required complicated image processing methods and domain-expert knowledge. To address these issues, a new CAD-HR system is proposed to advance depth-wise separable CNN (DSC) with residual connection and a linear support vector machine (LSVM). Initially, the data augmentation approach is used on retina graphics to enhance the size of the datasets. Afterward, this DSC approach is applied to retinal images to extract robust features. The retinal samples are then classified as either HR or non-HR using an LSVM classifier as the final step. The statistical investigation of 9500 retinograph images from two publicly available and one private source is undertaken to assess the accuracy. Several experimental results demonstrate that the CAD-HR model requires less computational time and fewer parameters to categorize HR. On average, the CAD-HR achieved a sensitivity (SE) of 94%, specificity (SP) of 96%, accuracy (ACC) of 95% and area under the receiver operating curve (AUC) of 0.96. This confirms that the CAD-HR system can be used to correctly diagnose HR." @default.
• W4310238064 created "2022-11-30" @default.
• W4310238064 creator A5012646380 @default.
• W4310238064 creator A5023256790 @default.
• W4310238064 creator A5038718984 @default.
• W4310238064 creator A5055987663 @default.
• W4310238064 creator A5056499722 @default.
• W4310238064 creator A5073527453 @default.
• W4310238064 date "2022-11-25" @default.
• W4310238064 modified "2023-10-17" @default.
• W4310238064 title "Computer-Aided Detection of Hypertensive Retinopathy Using Depth-Wise Separable CNN" @default.
• W4310238064 cites W1091878006 @default.
• W4310238064 cites W1954647394 @default.
• W4310238064 cites W1979341999 @default.
• W4310238064 cites W1988523309 @default.
• W4310238064 cites W2005224707 @default.
• W4310238064 cites W2040093956 @default.
• W4310238064 cites W2042988683 @default.
• W4310238064 cites W2053195106 @default.
• W4310238064 cites W2063381241 @default.
• W4310238064 cites W2108598243 @default.
• W4310238064 cites W2135732838 @default.
• W4310238064 cites W2140431812 @default.
• W4310238064 cites W2150769593 @default.
• W4310238064 cites W2165698076 @default.
• W4310238064 cites W2194775991 @default.
• W4310238064 cites W2302255633 @default.
• W4310238064 cites W2411244326 @default.
• W4310238064 cites W2417429787 @default.
• W4310238064 cites W2444060082 @default.
• W4310238064 cites W2509388930 @default.
• W4310238064 cites W2531409750 @default.
• W4310238064 cites W2547411486 @default.
• W4310238064 cites W2581516228 @default.
• W4310238064 cites W2587235033 @default.
• W4310238064 cites W2587499148 @default.
• W4310238064 cites W2588463901 @default.
• W4310238064 cites W2601983126 @default.
• W4310238064 cites W2604099920 @default.
• W4310238064 cites W2622826443 @default.
• W4310238064 cites W2750911434 @default.
• W4310238064 cites W2760978308 @default.
• W4310238064 cites W2770842918 @default.
• W4310238064 cites W2791263308 @default.
• W4310238064 cites W2793119512 @default.
• W4310238064 cites W2806133901 @default.
• W4310238064 cites W2806246573 @default.
• W4310238064 cites W2810305204 @default.
• W4310238064 cites W2810323699 @default.
• W4310238064 cites W2915142973 @default.
• W4310238064 cites W2922464864 @default.
• W4310238064 cites W2944102448 @default.
• W4310238064 cites W2949196821 @default.
• W4310238064 cites W2962911728 @default.
• W4310238064 cites W2991219101 @default.
• W4310238064 cites W2993751684 @default.
• W4310238064 cites W3008531067 @default.
• W4310238064 cites W3030450755 @default.
• W4310238064 cites W3041053463 @default.
• W4310238064 cites W3081463146 @default.
• W4310238064 cites W3089176850 @default.
• W4310238064 cites W3099733385 @default.
• W4310238064 cites W3118677001 @default.
• W4310238064 cites W3135967371 @default.
• W4310238064 cites W3170890306 @default.
• W4310238064 cites W3206819195 @default.
• W4310238064 cites W4213376471 @default.
• W4310238064 doi "https://doi.org/10.3390/app122312086" @default.
• W4310238064 hasPublicationYear "2022" @default.
• W4310238064 type Work @default.
• W4310238064 citedByCount "5" @default.
• W4310238064 countsByYear W43102380642023 @default.
• W4310238064 crossrefType "journal-article" @default.
• W4310238064 hasAuthorship W4310238064A5012646380 @default.
• W4310238064 hasAuthorship W4310238064A5023256790 @default.
• W4310238064 hasAuthorship W4310238064A5038718984 @default.
• W4310238064 hasAuthorship W4310238064A5055987663 @default.
• W4310238064 hasAuthorship W4310238064A5056499722 @default.
• W4310238064 hasAuthorship W4310238064A5073527453 @default.
• W4310238064 hasBestOaLocation W43102380641 @default.
• W4310238064 hasConcept C119857082 @default.
• W4310238064 hasConcept C12267149 @default.
• W4310238064 hasConcept C127413603 @default.
• W4310238064 hasConcept C134018914 @default.
• W4310238064 hasConcept C153180895 @default.
• W4310238064 hasConcept C154945302 @default.
• W4310238064 hasConcept C194789388 @default.
• W4310238064 hasConcept C199639397 @default.
• W4310238064 hasConcept C2776004912 @default.
• W4310238064 hasConcept C2778313320 @default.
• W4310238064 hasConcept C2779549770 @default.
• W4310238064 hasConcept C41008148 @default.
• W4310238064 hasConcept C555293320 @default.
• W4310238064 hasConcept C58471807 @default.
• W4310238064 hasConcept C69738355 @default.
• W4310238064 hasConcept C71924100 @default.
• W4310238064 hasConceptScore W4310238064C119857082 @default.
• W4310238064 hasConceptScore W4310238064C12267149 @default.

• next