FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2765593326> ?p ?o ?g. }

• W2765593326 endingPage "6434" @default.
• W2765593326 startingPage "6425" @default.
• W2765593326 abstract "Purpose Diabetic retinopathy (DR) is one of the most widespread causes of preventable blindness in the world. The most dangerous stage of this condition is proliferative DR (PDR), in which the risk of vision loss is high and treatments are less effective. Fractal features of the retinal vasculature have been previously explored as potential biomarkers of DR, yet the current literature is inconclusive with respect to their correlation with PDR. In this study, we experimentally assess their discrimination ability to recognize PDR cases. Methods A statistical analysis of the viability of using three reference fractal characterization schemes — namely box, information, and correlation dimensions — to identify patients with PDR is presented. These descriptors are also evaluated as input features for training and regularized logistic regression classifiers, to estimate their performance. Results Our results on MESSIDOR, a public dataset of 1200 fundus photographs, indicate that patients with PDR are more likely to exhibit a higher fractal dimension than healthy subjects or patients with mild levels of DR ( ). Moreover, a supervised classifier trained with both fractal measurements and red lesion‐based features reports an area under the ROC curve of 0.93 for PDR screening and 0.96 for detecting patients with optic disc neovascularizations. Conclusions The fractal dimension of the vasculature increases with the level of DR. Furthermore, PDR screening using multiscale fractal measurements is more feasible than using their derived fractal dimensions. Code and further resources are provided at https://github.com/ignaciorlando/fundus-fractal-analysis ." @default.
• W2765593326 created "2017-11-10" @default.
• W2765593326 creator A5024777312 @default.
• W2765593326 creator A5051107199 @default.
• W2765593326 creator A5053116894 @default.
• W2765593326 creator A5053711557 @default.
• W2765593326 creator A5054255365 @default.
• W2765593326 creator A5077783791 @default.
• W2765593326 date "2017-11-06" @default.
• W2765593326 modified "2023-10-18" @default.
• W2765593326 title "Proliferative diabetic retinopathy characterization based on fractal features: Evaluation on a publicly available dataset" @default.
• W2765593326 cites W148199014 @default.
• W2765593326 cites W1969496006 @default.
• W2765593326 cites W1986872133 @default.
• W2765593326 cites W1990398113 @default.
• W2765593326 cites W1997036659 @default.
• W2765593326 cites W2018593404 @default.
• W2765593326 cites W2045362322 @default.
• W2765593326 cites W2070119445 @default.
• W2765593326 cites W2085022206 @default.
• W2765593326 cites W2093894647 @default.
• W2765593326 cites W2100756624 @default.
• W2765593326 cites W2107219584 @default.
• W2765593326 cites W2128756683 @default.
• W2765593326 cites W2144725196 @default.
• W2765593326 cites W2145305441 @default.
• W2765593326 cites W2158698691 @default.
• W2765593326 cites W2164023647 @default.
• W2765593326 cites W2167580915 @default.
• W2765593326 cites W2269125130 @default.
• W2765593326 cites W2283407710 @default.
• W2765593326 cites W2320230300 @default.
• W2765593326 cites W2509559153 @default.
• W2765593326 cites W2520790959 @default.
• W2765593326 cites W2537835509 @default.
• W2765593326 cites W2562274121 @default.
• W2765593326 cites W2787894218 @default.
• W2765593326 cites W2963298074 @default.
• W2765593326 cites W32702003 @default.
• W2765593326 cites W4210953420 @default.
• W2765593326 cites W4211205882 @default.
• W2765593326 doi "https://doi.org/10.1002/mp.12627" @default.
• W2765593326 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29044550" @default.
• W2765593326 hasPublicationYear "2017" @default.
• W2765593326 type Work @default.
• W2765593326 sameAs 2765593326 @default.
• W2765593326 citedByCount "18" @default.
• W2765593326 countsByYear W27655933262018 @default.
• W2765593326 countsByYear W27655933262019 @default.
• W2765593326 countsByYear W27655933262020 @default.
• W2765593326 countsByYear W27655933262021 @default.
• W2765593326 countsByYear W27655933262022 @default.
• W2765593326 crossrefType "journal-article" @default.
• W2765593326 hasAuthorship W2765593326A5024777312 @default.
• W2765593326 hasAuthorship W2765593326A5051107199 @default.
• W2765593326 hasAuthorship W2765593326A5053116894 @default.
• W2765593326 hasAuthorship W2765593326A5053711557 @default.
• W2765593326 hasAuthorship W2765593326A5054255365 @default.
• W2765593326 hasAuthorship W2765593326A5077783791 @default.
• W2765593326 hasBestOaLocation W27655933262 @default.
• W2765593326 hasConcept C117220453 @default.
• W2765593326 hasConcept C118487528 @default.
• W2765593326 hasConcept C119767625 @default.
• W2765593326 hasConcept C126322002 @default.
• W2765593326 hasConcept C134018914 @default.
• W2765593326 hasConcept C134306372 @default.
• W2765593326 hasConcept C151956035 @default.
• W2765593326 hasConcept C153180895 @default.
• W2765593326 hasConcept C154945302 @default.
• W2765593326 hasConcept C162494671 @default.
• W2765593326 hasConcept C2524010 @default.
• W2765593326 hasConcept C26546657 @default.
• W2765593326 hasConcept C2776391266 @default.
• W2765593326 hasConcept C2779829184 @default.
• W2765593326 hasConcept C2780929884 @default.
• W2765593326 hasConcept C33923547 @default.
• W2765593326 hasConcept C40636538 @default.
• W2765593326 hasConcept C41008148 @default.
• W2765593326 hasConcept C555293320 @default.
• W2765593326 hasConcept C71924100 @default.
• W2765593326 hasConcept C95623464 @default.
• W2765593326 hasConceptScore W2765593326C117220453 @default.
• W2765593326 hasConceptScore W2765593326C118487528 @default.
• W2765593326 hasConceptScore W2765593326C119767625 @default.
• W2765593326 hasConceptScore W2765593326C126322002 @default.
• W2765593326 hasConceptScore W2765593326C134018914 @default.
• W2765593326 hasConceptScore W2765593326C134306372 @default.
• W2765593326 hasConceptScore W2765593326C151956035 @default.
• W2765593326 hasConceptScore W2765593326C153180895 @default.
• W2765593326 hasConceptScore W2765593326C154945302 @default.
• W2765593326 hasConceptScore W2765593326C162494671 @default.
• W2765593326 hasConceptScore W2765593326C2524010 @default.
• W2765593326 hasConceptScore W2765593326C26546657 @default.
• W2765593326 hasConceptScore W2765593326C2776391266 @default.
• W2765593326 hasConceptScore W2765593326C2779829184 @default.
• W2765593326 hasConceptScore W2765593326C2780929884 @default.
• W2765593326 hasConceptScore W2765593326C33923547 @default.
• W2765593326 hasConceptScore W2765593326C40636538 @default.

• next