Visually Aware Metadata-Guided Supervision for Improved Skin Lesion Classification Using Deep Learning (English)
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In:
Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging
: 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings
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Chapter: 6
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65-76
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2022
- Article/Chapter (Book) / Electronic Resource
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Title:Visually Aware Metadata-Guided Supervision for Improved Skin Lesion Classification Using Deep Learning
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Additional title:Lect.Notes Computer
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Contributors:Baxter, John S. H. ( editor ) / Rekik, Islem ( editor ) / Eagleson, Roy ( editor ) / Zhou, Luping ( editor ) / Syeda-Mahmood, Tanveer ( editor ) / Wang, Hongzhi ( editor ) / Hajij, Mustafa ( editor ) / Pundhir, Anshul ( author ) / Agarwal, Ananya ( author ) / Dadhich, Saurabh ( author )
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Conference:Workshop on the Ethical and Philosophical Issues in Medical Imaging ; 2022 ; Singapore, Singapore
International Workshop on Multimodal Learning for Clinical Decision Support ; 2022 ; Singapore, Singapore
MICCAI Workshop on Topological Data Analysis for Biomedical Imaging ; 2022 ; Singapore, Singapore -
Published in:Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging : 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings ; Chapter: 6 ; 65-76Lecture Notes in Computer Science ; 13755 ; 65-76
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Publisher:
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Place of publication:Cham
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Publication date:2022-12-20
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Size:12 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Data Poisoning Attack and Defenses in Connectome-Based Predictive ModelsRosenblatt, Matthew / Scheinost, Dustin et al. | 2022
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Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image AnalysisStanley, Emma A. M. / Wilms, Matthias / Forkert, Nils D. et al. | 2022
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Separable vs. End-to-End Learning: A Critical Examination of Learning ParadigmsBaxter, John S. H. et al. | 2022
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- 6
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Visually Aware Metadata-Guided Supervision for Improved Skin Lesion Classification Using Deep LearningPundhir, Anshul / Agarwal, Ananya / Dadhich, Saurabh / Raman, Balasubramanian et al. | 2022
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