FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3086576952> ?p ?o ?g. }

• W3086576952 endingPage "1503" @default.
• W3086576952 startingPage "1503" @default.
• W3086576952 abstract "The early detection of skin cancer is of crucial importance to plan an effective therapy to treat the lesion. In routine medical practice, the diagnosis is based on the visual inspection of the lesion and it relies on the dermatologists’ expertise. After a first examination, the dermatologist may require a biopsy to confirm if the lesion is malignant or not. This methodology suffers from false positives and negatives issues, leading to unnecessary surgical procedures. Hyperspectral imaging is gaining relevance in this medical field since it is a non-invasive and non-ionizing technique, capable of providing higher accuracy than traditional imaging methods. Therefore, the development of an automatic classification system based on hyperspectral images could improve the medical practice to distinguish pigmented skin lesions from malignant, benign, and atypical lesions. Additionally, the system can assist general practitioners in first aid care to prevent noncritical lesions from reaching dermatologists, thereby alleviating the workload of medical specialists. In this paper is presented a parallel pipeline for skin cancer detection that exploits hyperspectral imaging. The computational times of the serial processing have been reduced by adopting multicore and many-core technologies, such as OpenMP and CUDA paradigms. Different parallel approaches have been combined, leading to the development of fifteen classification pipeline versions. Experimental results using in-vivo hyperspectral images show that a hybrid parallel approach is capable of classifying an image of 50 × 50 pixels with 125 bands in less than 1 s." @default.
• W3086576952 created "2020-09-21" @default.
• W3086576952 creator A5013980644 @default.
• W3086576952 creator A5019429864 @default.
• W3086576952 creator A5024018539 @default.
• W3086576952 creator A5036097895 @default.
• W3086576952 creator A5037084402 @default.
• W3086576952 creator A5042427712 @default.
• W3086576952 creator A5045090259 @default.
• W3086576952 creator A5058895136 @default.
• W3086576952 creator A5089394950 @default.
• W3086576952 date "2020-09-13" @default.
• W3086576952 modified "2023-10-17" @default.
• W3086576952 title "Parallel Classification Pipelines for Skin Cancer Detection Exploiting Hyperspectral Imaging on Hybrid Systems" @default.
• W3086576952 cites W1982644157 @default.
• W3086576952 cites W1987971958 @default.
• W3086576952 cites W1988386267 @default.
• W3086576952 cites W2001736287 @default.
• W3086576952 cites W2040566123 @default.
• W3086576952 cites W2051224630 @default.
• W3086576952 cites W2060200379 @default.
• W3086576952 cites W2106145269 @default.
• W3086576952 cites W2119681632 @default.
• W3086576952 cites W2128756499 @default.
• W3086576952 cites W2165376328 @default.
• W3086576952 cites W2519188502 @default.
• W3086576952 cites W2764205729 @default.
• W3086576952 cites W2793272303 @default.
• W3086576952 cites W2889646458 @default.
• W3086576952 cites W2899457625 @default.
• W3086576952 cites W2905498227 @default.
• W3086576952 cites W2907172380 @default.
• W3086576952 cites W2921862546 @default.
• W3086576952 cites W2941551699 @default.
• W3086576952 cites W2947976683 @default.
• W3086576952 cites W2952956606 @default.
• W3086576952 cites W2971651760 @default.
• W3086576952 cites W2973099873 @default.
• W3086576952 cites W2998441646 @default.
• W3086576952 cites W3021686598 @default.
• W3086576952 cites W3030464300 @default.
• W3086576952 doi "https://doi.org/10.3390/electronics9091503" @default.
• W3086576952 hasPublicationYear "2020" @default.
• W3086576952 type Work @default.
• W3086576952 sameAs 3086576952 @default.
• W3086576952 citedByCount "11" @default.
• W3086576952 countsByYear W30865769522020 @default.
• W3086576952 countsByYear W30865769522021 @default.
• W3086576952 countsByYear W30865769522022 @default.
• W3086576952 countsByYear W30865769522023 @default.
• W3086576952 crossrefType "journal-article" @default.
• W3086576952 hasAuthorship W3086576952A5013980644 @default.
• W3086576952 hasAuthorship W3086576952A5019429864 @default.
• W3086576952 hasAuthorship W3086576952A5024018539 @default.
• W3086576952 hasAuthorship W3086576952A5036097895 @default.
• W3086576952 hasAuthorship W3086576952A5037084402 @default.
• W3086576952 hasAuthorship W3086576952A5042427712 @default.
• W3086576952 hasAuthorship W3086576952A5045090259 @default.
• W3086576952 hasAuthorship W3086576952A5058895136 @default.
• W3086576952 hasAuthorship W3086576952A5089394950 @default.
• W3086576952 hasBestOaLocation W30865769521 @default.
• W3086576952 hasConcept C121608353 @default.
• W3086576952 hasConcept C126322002 @default.
• W3086576952 hasConcept C126838900 @default.
• W3086576952 hasConcept C154945302 @default.
• W3086576952 hasConcept C159078339 @default.
• W3086576952 hasConcept C199360897 @default.
• W3086576952 hasConcept C2777789703 @default.
• W3086576952 hasConcept C2985322473 @default.
• W3086576952 hasConcept C31601959 @default.
• W3086576952 hasConcept C31972630 @default.
• W3086576952 hasConcept C41008148 @default.
• W3086576952 hasConcept C43521106 @default.
• W3086576952 hasConcept C64869954 @default.
• W3086576952 hasConcept C71924100 @default.
• W3086576952 hasConceptScore W3086576952C121608353 @default.
• W3086576952 hasConceptScore W3086576952C126322002 @default.
• W3086576952 hasConceptScore W3086576952C126838900 @default.
• W3086576952 hasConceptScore W3086576952C154945302 @default.
• W3086576952 hasConceptScore W3086576952C159078339 @default.
• W3086576952 hasConceptScore W3086576952C199360897 @default.
• W3086576952 hasConceptScore W3086576952C2777789703 @default.
• W3086576952 hasConceptScore W3086576952C2985322473 @default.
• W3086576952 hasConceptScore W3086576952C31601959 @default.
• W3086576952 hasConceptScore W3086576952C31972630 @default.
• W3086576952 hasConceptScore W3086576952C41008148 @default.
• W3086576952 hasConceptScore W3086576952C43521106 @default.
• W3086576952 hasConceptScore W3086576952C64869954 @default.
• W3086576952 hasConceptScore W3086576952C71924100 @default.
• W3086576952 hasIssue "9" @default.
• W3086576952 hasLocation W30865769521 @default.
• W3086576952 hasLocation W30865769522 @default.
• W3086576952 hasOpenAccess W3086576952 @default.
• W3086576952 hasPrimaryLocation W30865769521 @default.
• W3086576952 hasRelatedWork W2073124504 @default.
• W3086576952 hasRelatedWork W2116218347 @default.
• W3086576952 hasRelatedWork W2161255812 @default.
• W3086576952 hasRelatedWork W2332643428 @default.

• next