Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images

Abder Rahman Ali; Jingpeng Li; Thomas Trappenberg

doi:10.1007/978-3-030-18305-9_32

Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images

Abder Rahman Ali, Jingpeng Li, Thomas Trappenberg

Earth and Planetary Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

12 Citations (Scopus)

Original language	English
Title of host publication	Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings
Editors	Marie-Jean Meurs, Frank Rudzicz
Publisher	Springer Verlag
Pages	373-379
Number of pages	7
ISBN (Print)	9783030183042
DOIs	https://doi.org/10.1007/978-3-030-18305-9_32
Publication status	Published - 2019
Event	32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019 - Kingston, Canada Duration: May 28 2019 → May 31 2019

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11489 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019
Country/Territory	Canada
City	Kingston
Period	5/28/19 → 5/31/19

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Deep learning
Dermoscopy
Melanoma

Access to Document

10.1007/978-3-030-18305-9_32

Cite this

Ali, A. R., Li, J., & Trappenberg, T. (2019). Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images. In M.-J. Meurs, & F. Rudzicz (Eds.), Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings (pp. 373-379). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11489 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-030-18305-9_32

Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images. / Ali, Abder Rahman; Li, Jingpeng; Trappenberg, Thomas.
Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings. ed. / Marie-Jean Meurs; Frank Rudzicz. Springer Verlag, 2019. p. 373-379 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11489 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ali, AR, Li, J & Trappenberg, T 2019, Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images. in M-J Meurs & F Rudzicz (eds), Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11489 LNAI, Springer Verlag, pp. 373-379, 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Kingston, Canada, 5/28/19. https://doi.org/10.1007/978-3-030-18305-9_32

Ali AR, Li J, Trappenberg T. Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images. In Meurs MJ, Rudzicz F, editors, Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings. Springer Verlag. 2019. p. 373-379. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-18305-9_32

Ali, Abder Rahman ; Li, Jingpeng ; Trappenberg, Thomas. / Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images. Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings. editor / Marie-Jean Meurs ; Frank Rudzicz. Springer Verlag, 2019. pp. 373-379 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images

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ASJC Scopus Subject Areas

Keywords

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