Matches in SemOpenAlex for { <https://semopenalex.org/work/W2922276536> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2922276536 abstract "Head and neck cancer (HNC) includes cancers in the oral/nasal cavity, pharynx, larynx, etc., and it is the sixth most common cancer worldwide. The principal treatment is surgical removal where a complete tumor resection is crucial to reduce the recurrence and mortality rate. Intraoperative tumor imaging enables surgeons to objectively visualize the malignant lesion to maximize the tumor removal with healthy safe margins. Hyperspectral imaging (HSI) is an emerging imaging modality for cancer detection, which can augment surgical tumor inspection, currently limited to subjective visual inspection. In this paper, we aim to investigate HSI for automated cancer detection during image-guided surgery, because it can provide quantitative information about light interaction with biological tissues and exploit the potential for malignant tissue discrimination. The proposed solution forms a novel framework for automated tongue-cancer detection, explicitly exploiting HSI, which particularly uses the spectral variations in specific bands describing the cancerous tissue properties. The method follows a machine-learning based classification, employing linear support vector machine (SVM), and offers a superior sensitivity and a significant decrease in computation time. The model evaluation is on 7 ex-vivo specimens of squamous cell carcinoma of the tongue, with known histology. The HSI combined with the proposed classification reaches a sensitivity of 94%, specificity of 68% and area under the curve (AUC) of 92%. This feasibility study paves the way for introducing HSI as a non-invasive imaging aid for cancer detection and increase of the effectiveness of surgical oncology." @default.
- W2922276536 created "2019-03-22" @default.
- W2922276536 creator A5026735053 @default.
- W2922276536 creator A5034409883 @default.
- W2922276536 creator A5036229597 @default.
- W2922276536 creator A5055478558 @default.
- W2922276536 creator A5062810695 @default.
- W2922276536 creator A5072368957 @default.
- W2922276536 creator A5075677746 @default.
- W2922276536 creator A5084673123 @default.
- W2922276536 date "2019-03-08" @default.
- W2922276536 modified "2023-10-04" @default.
- W2922276536 title "Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging" @default.
- W2922276536 cites W1988386267 @default.
- W2922276536 cites W2089016315 @default.
- W2922276536 cites W2110435930 @default.
- W2922276536 cites W2118246710 @default.
- W2922276536 cites W2639623121 @default.
- W2922276536 cites W2747983114 @default.
- W2922276536 cites W2755529398 @default.
- W2922276536 doi "https://doi.org/10.1117/12.2512238" @default.
- W2922276536 hasPublicationYear "2019" @default.
- W2922276536 type Work @default.
- W2922276536 sameAs 2922276536 @default.
- W2922276536 citedByCount "3" @default.
- W2922276536 countsByYear W29222765362019 @default.
- W2922276536 countsByYear W29222765362022 @default.
- W2922276536 crossrefType "proceedings-article" @default.
- W2922276536 hasAuthorship W2922276536A5026735053 @default.
- W2922276536 hasAuthorship W2922276536A5034409883 @default.
- W2922276536 hasAuthorship W2922276536A5036229597 @default.
- W2922276536 hasAuthorship W2922276536A5055478558 @default.
- W2922276536 hasAuthorship W2922276536A5062810695 @default.
- W2922276536 hasAuthorship W2922276536A5072368957 @default.
- W2922276536 hasAuthorship W2922276536A5075677746 @default.
- W2922276536 hasAuthorship W2922276536A5084673123 @default.
- W2922276536 hasConcept C121608353 @default.
- W2922276536 hasConcept C126322002 @default.
- W2922276536 hasConcept C126838900 @default.
- W2922276536 hasConcept C141071460 @default.
- W2922276536 hasConcept C142724271 @default.
- W2922276536 hasConcept C154945302 @default.
- W2922276536 hasConcept C159078339 @default.
- W2922276536 hasConcept C2776530083 @default.
- W2922276536 hasConcept C2776752453 @default.
- W2922276536 hasConcept C2779744641 @default.
- W2922276536 hasConcept C2985322473 @default.
- W2922276536 hasConcept C2992687050 @default.
- W2922276536 hasConcept C31601959 @default.
- W2922276536 hasConcept C41008148 @default.
- W2922276536 hasConcept C71924100 @default.
- W2922276536 hasConceptScore W2922276536C121608353 @default.
- W2922276536 hasConceptScore W2922276536C126322002 @default.
- W2922276536 hasConceptScore W2922276536C126838900 @default.
- W2922276536 hasConceptScore W2922276536C141071460 @default.
- W2922276536 hasConceptScore W2922276536C142724271 @default.
- W2922276536 hasConceptScore W2922276536C154945302 @default.
- W2922276536 hasConceptScore W2922276536C159078339 @default.
- W2922276536 hasConceptScore W2922276536C2776530083 @default.
- W2922276536 hasConceptScore W2922276536C2776752453 @default.
- W2922276536 hasConceptScore W2922276536C2779744641 @default.
- W2922276536 hasConceptScore W2922276536C2985322473 @default.
- W2922276536 hasConceptScore W2922276536C2992687050 @default.
- W2922276536 hasConceptScore W2922276536C31601959 @default.
- W2922276536 hasConceptScore W2922276536C41008148 @default.
- W2922276536 hasConceptScore W2922276536C71924100 @default.
- W2922276536 hasLocation W29222765361 @default.
- W2922276536 hasOpenAccess W2922276536 @default.
- W2922276536 hasPrimaryLocation W29222765361 @default.
- W2922276536 hasRelatedWork W2025101464 @default.
- W2922276536 hasRelatedWork W2060200379 @default.
- W2922276536 hasRelatedWork W2755529398 @default.
- W2922276536 hasRelatedWork W2789427740 @default.
- W2922276536 hasRelatedWork W2793251974 @default.
- W2922276536 hasRelatedWork W2913861688 @default.
- W2922276536 hasRelatedWork W2921968210 @default.
- W2922276536 hasRelatedWork W2949573966 @default.
- W2922276536 hasRelatedWork W2970460993 @default.
- W2922276536 hasRelatedWork W3010666705 @default.
- W2922276536 hasRelatedWork W3023609494 @default.
- W2922276536 hasRelatedWork W3030464300 @default.
- W2922276536 hasRelatedWork W3082538294 @default.
- W2922276536 hasRelatedWork W3097838538 @default.
- W2922276536 hasRelatedWork W3112034856 @default.
- W2922276536 hasRelatedWork W3129857471 @default.
- W2922276536 hasRelatedWork W3129945905 @default.
- W2922276536 hasRelatedWork W3133026608 @default.
- W2922276536 hasRelatedWork W3133862344 @default.
- W2922276536 hasRelatedWork W3183679922 @default.
- W2922276536 isParatext "false" @default.
- W2922276536 isRetracted "false" @default.
- W2922276536 magId "2922276536" @default.
- W2922276536 workType "article" @default.