Matches in SemOpenAlex for { <https://semopenalex.org/work/W2005317189> ?p ?o ?g. }
- W2005317189 endingPage "016021" @default.
- W2005317189 startingPage "016021" @default.
- W2005317189 abstract "Quantitative methods for noninvasive diagnosis of scars are a challenging issue in medicine. This work aims to implement a texture analysis method for quantitatively discriminating abnormal scars from normal scars based on second-harmonic generation (SHG) images. A local difference local binary pattern (LD-LBP) operator combined with a wavelet transform was explored to extract diagnosis features from scar SHG images that were related to the alteration in collagen morphology. Based on the quantitative parameters including the homogeneity, directional and coarse features in SHG images, the scar collagen SHG images were classified into normal or abnormal scars by a support vector machine classifier in a leave-one-out cross-validation procedure. Our experiments and data analyses demonstrated apparent differences between normal and abnormal scars in terms of their morphological structure of collagen. By comparing with gray level co-occurrence matrix, wavelet transform, and combined basic local binary pattern and wavelet transform with respect to the accuracy and receiver operating characteristic analysis, the method proposed herein was demonstrated to achieve higher accuracy and more reliable classification of SHG images. This result indicated that the extracted texture features with the proposed method were effective in the classification of scars. It could provide assistance for physicians in the diagnostic process." @default.
- W2005317189 created "2016-06-24" @default.
- W2005317189 creator A5003296626 @default.
- W2005317189 creator A5008863671 @default.
- W2005317189 creator A5010648103 @default.
- W2005317189 creator A5015729094 @default.
- W2005317189 creator A5028802699 @default.
- W2005317189 creator A5063514061 @default.
- W2005317189 creator A5070517872 @default.
- W2005317189 creator A5083623422 @default.
- W2005317189 date "2015-01-22" @default.
- W2005317189 modified "2023-09-24" @default.
- W2005317189 title "Texture analysis of collagen second-harmonic generation images based on local difference local binary pattern and wavelets differentiates human skin abnormal scars from normal scars" @default.
- W2005317189 cites W1963510103 @default.
- W2005317189 cites W1968965303 @default.
- W2005317189 cites W1972552638 @default.
- W2005317189 cites W1981788098 @default.
- W2005317189 cites W1994967090 @default.
- W2005317189 cites W2028092978 @default.
- W2005317189 cites W2035397698 @default.
- W2005317189 cites W2044465660 @default.
- W2005317189 cites W2053159655 @default.
- W2005317189 cites W2065835875 @default.
- W2005317189 cites W2077572701 @default.
- W2005317189 cites W2087258975 @default.
- W2005317189 cites W2097812374 @default.
- W2005317189 cites W2101498401 @default.
- W2005317189 cites W2101572107 @default.
- W2005317189 cites W2109155890 @default.
- W2005317189 cites W2112365941 @default.
- W2005317189 cites W2113441164 @default.
- W2005317189 cites W2130147370 @default.
- W2005317189 cites W2133907866 @default.
- W2005317189 cites W2134643078 @default.
- W2005317189 cites W2134837462 @default.
- W2005317189 cites W2135926882 @default.
- W2005317189 cites W2146608662 @default.
- W2005317189 cites W2154506590 @default.
- W2005317189 cites W2155662634 @default.
- W2005317189 cites W2158698691 @default.
- W2005317189 cites W2160890761 @default.
- W2005317189 cites W2161423477 @default.
- W2005317189 cites W2163352848 @default.
- W2005317189 cites W4229760758 @default.
- W2005317189 cites W4230024265 @default.
- W2005317189 cites W4237769345 @default.
- W2005317189 cites W4249787528 @default.
- W2005317189 cites W4249860115 @default.
- W2005317189 doi "https://doi.org/10.1117/1.jbo.20.1.016021" @default.
- W2005317189 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25611867" @default.
- W2005317189 hasPublicationYear "2015" @default.
- W2005317189 type Work @default.
- W2005317189 sameAs 2005317189 @default.
- W2005317189 citedByCount "10" @default.
- W2005317189 countsByYear W20053171892016 @default.
- W2005317189 countsByYear W20053171892017 @default.
- W2005317189 countsByYear W20053171892018 @default.
- W2005317189 countsByYear W20053171892019 @default.
- W2005317189 countsByYear W20053171892020 @default.
- W2005317189 countsByYear W20053171892021 @default.
- W2005317189 crossrefType "journal-article" @default.
- W2005317189 hasAuthorship W2005317189A5003296626 @default.
- W2005317189 hasAuthorship W2005317189A5008863671 @default.
- W2005317189 hasAuthorship W2005317189A5010648103 @default.
- W2005317189 hasAuthorship W2005317189A5015729094 @default.
- W2005317189 hasAuthorship W2005317189A5028802699 @default.
- W2005317189 hasAuthorship W2005317189A5063514061 @default.
- W2005317189 hasAuthorship W2005317189A5070517872 @default.
- W2005317189 hasAuthorship W2005317189A5083623422 @default.
- W2005317189 hasBestOaLocation W20053171891 @default.
- W2005317189 hasConcept C115961682 @default.
- W2005317189 hasConcept C120665830 @default.
- W2005317189 hasConcept C121332964 @default.
- W2005317189 hasConcept C142724271 @default.
- W2005317189 hasConcept C153180895 @default.
- W2005317189 hasConcept C154945302 @default.
- W2005317189 hasConcept C192562407 @default.
- W2005317189 hasConcept C196216189 @default.
- W2005317189 hasConcept C2777642821 @default.
- W2005317189 hasConcept C30713254 @default.
- W2005317189 hasConcept C31972630 @default.
- W2005317189 hasConcept C33923547 @default.
- W2005317189 hasConcept C41008148 @default.
- W2005317189 hasConcept C47432892 @default.
- W2005317189 hasConcept C48372109 @default.
- W2005317189 hasConcept C520434653 @default.
- W2005317189 hasConcept C53533937 @default.
- W2005317189 hasConcept C71924100 @default.
- W2005317189 hasConcept C87335442 @default.
- W2005317189 hasConcept C94375191 @default.
- W2005317189 hasConceptScore W2005317189C115961682 @default.
- W2005317189 hasConceptScore W2005317189C120665830 @default.
- W2005317189 hasConceptScore W2005317189C121332964 @default.
- W2005317189 hasConceptScore W2005317189C142724271 @default.
- W2005317189 hasConceptScore W2005317189C153180895 @default.
- W2005317189 hasConceptScore W2005317189C154945302 @default.
- W2005317189 hasConceptScore W2005317189C192562407 @default.
- W2005317189 hasConceptScore W2005317189C196216189 @default.