FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308701475> ?p ?o ?g. }

• W4308701475 endingPage "e0275781" @default.
• W4308701475 startingPage "e0275781" @default.
• W4308701475 abstract "The effective segmentation of lesion(s) from dermoscopic skin images assists the Computer-Aided Diagnosis (CAD) systems in improving the diagnosing rate of skin cancer. The results of the existing skin lesion segmentation techniques are not up to the mark for dermoscopic images with artifacts like varying size corner borders with color similar to lesion(s) and/or hairs having low contrast with surrounding background. To improve the results of the existing skin lesion segmentation techniques for such kinds of dermoscopic images, an effective skin lesion segmentation method is proposed in this research work. The proposed method searches for the presence of corner borders in the given dermoscopc image and removes them if found otherwise it starts searching for the presence of hairs on it and eliminate them if present. Next, it enhances the resultant image using state-of-the-art image enhancement method and segments lesion from it using machine learning technique namely, GrabCut method. The proposed method was tested on PH2 and ISIC 2018 datasets containing 200 images each and its accuracy was measured with two evaluation metrics, i.e., Jaccard index, and Dice index. The evaluation results show that our proposed skin lesion segmentation method obtained Jaccard Index of 0.77, 0.80 and Dice index of 0.87, 0.82 values on PH2, and ISIC2018 datasets, respectively, which are better than state-of-the-art skin lesion segmentation techniques." @default.
• W4308701475 created "2022-11-14" @default.
• W4308701475 creator A5010863688 @default.
• W4308701475 creator A5054404553 @default.
• W4308701475 creator A5056890793 @default.
• W4308701475 creator A5058981376 @default.
• W4308701475 creator A5064562623 @default.
• W4308701475 creator A5066330330 @default.
• W4308701475 creator A5089583769 @default.
• W4308701475 creator A5091747108 @default.
• W4308701475 date "2022-11-10" @default.
• W4308701475 modified "2023-09-26" @default.
• W4308701475 title "Machine learning based skin lesion segmentation method with novel borders and hair removal techniques" @default.
• W4308701475 cites W1981292083 @default.
• W4308701475 cites W2012875423 @default.
• W4308701475 cites W2027091505 @default.
• W4308701475 cites W2035427371 @default.
• W4308701475 cites W2040600853 @default.
• W4308701475 cites W2049748121 @default.
• W4308701475 cites W2061253660 @default.
• W4308701475 cites W2083970667 @default.
• W4308701475 cites W2124351162 @default.
• W4308701475 cites W2153119832 @default.
• W4308701475 cites W2163568480 @default.
• W4308701475 cites W2283046552 @default.
• W4308701475 cites W2346254524 @default.
• W4308701475 cites W2512345362 @default.
• W4308701475 cites W2521388436 @default.
• W4308701475 cites W2564782580 @default.
• W4308701475 cites W2623166637 @default.
• W4308701475 cites W2791026961 @default.
• W4308701475 cites W2946260418 @default.
• W4308701475 cites W2969534338 @default.
• W4308701475 cites W3095221069 @default.
• W4308701475 cites W3141431470 @default.
• W4308701475 cites W3157093306 @default.
• W4308701475 doi "https://doi.org/10.1371/journal.pone.0275781" @default.
• W4308701475 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36355845" @default.
• W4308701475 hasPublicationYear "2022" @default.
• W4308701475 type Work @default.
• W4308701475 citedByCount "1" @default.
• W4308701475 countsByYear W43087014752023 @default.
• W4308701475 crossrefType "journal-article" @default.
• W4308701475 hasAuthorship W4308701475A5010863688 @default.
• W4308701475 hasAuthorship W4308701475A5054404553 @default.
• W4308701475 hasAuthorship W4308701475A5056890793 @default.
• W4308701475 hasAuthorship W4308701475A5058981376 @default.
• W4308701475 hasAuthorship W4308701475A5064562623 @default.
• W4308701475 hasAuthorship W4308701475A5066330330 @default.
• W4308701475 hasAuthorship W4308701475A5089583769 @default.
• W4308701475 hasAuthorship W4308701475A5091747108 @default.
• W4308701475 hasBestOaLocation W43087014751 @default.
• W4308701475 hasConcept C121608353 @default.
• W4308701475 hasConcept C124504099 @default.
• W4308701475 hasConcept C126322002 @default.
• W4308701475 hasConcept C142724271 @default.
• W4308701475 hasConcept C153180895 @default.
• W4308701475 hasConcept C154945302 @default.
• W4308701475 hasConcept C16005928 @default.
• W4308701475 hasConcept C163892561 @default.
• W4308701475 hasConcept C203519979 @default.
• W4308701475 hasConcept C2777789703 @default.
• W4308701475 hasConcept C2781156865 @default.
• W4308701475 hasConcept C2988168687 @default.
• W4308701475 hasConcept C31972630 @default.
• W4308701475 hasConcept C41008148 @default.
• W4308701475 hasConcept C71924100 @default.
• W4308701475 hasConcept C89600930 @default.
• W4308701475 hasConceptScore W4308701475C121608353 @default.
• W4308701475 hasConceptScore W4308701475C124504099 @default.
• W4308701475 hasConceptScore W4308701475C126322002 @default.
• W4308701475 hasConceptScore W4308701475C142724271 @default.
• W4308701475 hasConceptScore W4308701475C153180895 @default.
• W4308701475 hasConceptScore W4308701475C154945302 @default.
• W4308701475 hasConceptScore W4308701475C16005928 @default.
• W4308701475 hasConceptScore W4308701475C163892561 @default.
• W4308701475 hasConceptScore W4308701475C203519979 @default.
• W4308701475 hasConceptScore W4308701475C2777789703 @default.
• W4308701475 hasConceptScore W4308701475C2781156865 @default.
• W4308701475 hasConceptScore W4308701475C2988168687 @default.
• W4308701475 hasConceptScore W4308701475C31972630 @default.
• W4308701475 hasConceptScore W4308701475C41008148 @default.
• W4308701475 hasConceptScore W4308701475C71924100 @default.
• W4308701475 hasConceptScore W4308701475C89600930 @default.
• W4308701475 hasFunder F4320322484 @default.
• W4308701475 hasFunder F4320335381 @default.
• W4308701475 hasIssue "11" @default.
• W4308701475 hasLocation W43087014751 @default.
• W4308701475 hasLocation W43087014752 @default.
• W4308701475 hasLocation W43087014753 @default.
• W4308701475 hasOpenAccess W4308701475 @default.
• W4308701475 hasPrimaryLocation W43087014751 @default.
• W4308701475 hasRelatedWork W2138214894 @default.
• W4308701475 hasRelatedWork W2960571991 @default.
• W4308701475 hasRelatedWork W3042641913 @default.
• W4308701475 hasRelatedWork W3093926553 @default.
• W4308701475 hasRelatedWork W3147298064 @default.
• W4308701475 hasRelatedWork W3174642689 @default.

• next