Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387485734> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4387485734 abstract "Skin cancer is a prevalent form of cancer, and its early and accurate identification is critical for effective treatment. In this research paper, using an ensemble of fine-tuned EfficientNet models we proposed an improved approach for skin cancer classification. Our methodology incorporates data augmentation techniques to augment the dataset size, fine-tuning of the EfficientNet model by unfreezing the last few blocks, and employing an average ensemble for enhanced classification accuracy. The proposed approach when compared with other related work proved its effectiveness by outperforming them. Furthermore, our proposed ensemble method shows a precision value of 0.990, and accuracy of 0.988. Our findings demonstrate the effectiveness of the proposed methodology and its potential to significantly improve the diagnosis and treatment of skin cancer." @default.
- W4387485734 created "2023-10-11" @default.
- W4387485734 creator A5068912476 @default.
- W4387485734 creator A5080583340 @default.
- W4387485734 creator A5093034071 @default.
- W4387485734 date "2023-08-25" @default.
- W4387485734 modified "2023-10-16" @default.
- W4387485734 title "Using Ensemble of Multiple Fine-Tuned EfficientNet Models for Skin Cancer Classification" @default.
- W4387485734 cites W2029390954 @default.
- W4387485734 cites W2093229077 @default.
- W4387485734 cites W2809598685 @default.
- W4387485734 cites W2936503027 @default.
- W4387485734 cites W2945143090 @default.
- W4387485734 cites W3014613513 @default.
- W4387485734 cites W3029477994 @default.
- W4387485734 cites W3042861549 @default.
- W4387485734 cites W3046939034 @default.
- W4387485734 cites W3102785203 @default.
- W4387485734 cites W3145444543 @default.
- W4387485734 cites W3165685657 @default.
- W4387485734 cites W3204882321 @default.
- W4387485734 cites W4200322801 @default.
- W4387485734 cites W4293030607 @default.
- W4387485734 cites W4296079469 @default.
- W4387485734 cites W4307135222 @default.
- W4387485734 cites W4362455386 @default.
- W4387485734 doi "https://doi.org/10.1109/asiancon58793.2023.10270209" @default.
- W4387485734 hasPublicationYear "2023" @default.
- W4387485734 type Work @default.
- W4387485734 citedByCount "0" @default.
- W4387485734 crossrefType "proceedings-article" @default.
- W4387485734 hasAuthorship W4387485734A5068912476 @default.
- W4387485734 hasAuthorship W4387485734A5080583340 @default.
- W4387485734 hasAuthorship W4387485734A5093034071 @default.
- W4387485734 hasConcept C116834253 @default.
- W4387485734 hasConcept C119857082 @default.
- W4387485734 hasConcept C119898033 @default.
- W4387485734 hasConcept C121608353 @default.
- W4387485734 hasConcept C126322002 @default.
- W4387485734 hasConcept C127413603 @default.
- W4387485734 hasConcept C153180895 @default.
- W4387485734 hasConcept C154945302 @default.
- W4387485734 hasConcept C18762648 @default.
- W4387485734 hasConcept C2777789703 @default.
- W4387485734 hasConcept C41008148 @default.
- W4387485734 hasConcept C45942800 @default.
- W4387485734 hasConcept C59822182 @default.
- W4387485734 hasConcept C71924100 @default.
- W4387485734 hasConcept C78519656 @default.
- W4387485734 hasConcept C86803240 @default.
- W4387485734 hasConceptScore W4387485734C116834253 @default.
- W4387485734 hasConceptScore W4387485734C119857082 @default.
- W4387485734 hasConceptScore W4387485734C119898033 @default.
- W4387485734 hasConceptScore W4387485734C121608353 @default.
- W4387485734 hasConceptScore W4387485734C126322002 @default.
- W4387485734 hasConceptScore W4387485734C127413603 @default.
- W4387485734 hasConceptScore W4387485734C153180895 @default.
- W4387485734 hasConceptScore W4387485734C154945302 @default.
- W4387485734 hasConceptScore W4387485734C18762648 @default.
- W4387485734 hasConceptScore W4387485734C2777789703 @default.
- W4387485734 hasConceptScore W4387485734C41008148 @default.
- W4387485734 hasConceptScore W4387485734C45942800 @default.
- W4387485734 hasConceptScore W4387485734C59822182 @default.
- W4387485734 hasConceptScore W4387485734C71924100 @default.
- W4387485734 hasConceptScore W4387485734C78519656 @default.
- W4387485734 hasConceptScore W4387485734C86803240 @default.
- W4387485734 hasLocation W43874857341 @default.
- W4387485734 hasOpenAccess W4387485734 @default.
- W4387485734 hasPrimaryLocation W43874857341 @default.
- W4387485734 hasRelatedWork W1191482210 @default.
- W4387485734 hasRelatedWork W1807784185 @default.
- W4387485734 hasRelatedWork W2794896638 @default.
- W4387485734 hasRelatedWork W2900445707 @default.
- W4387485734 hasRelatedWork W3202800081 @default.
- W4387485734 hasRelatedWork W4285046548 @default.
- W4387485734 hasRelatedWork W4285741730 @default.
- W4387485734 hasRelatedWork W4324137541 @default.
- W4387485734 hasRelatedWork W4376643315 @default.
- W4387485734 hasRelatedWork W45170056 @default.
- W4387485734 isParatext "false" @default.
- W4387485734 isRetracted "false" @default.
- W4387485734 workType "article" @default.