Skin Cancer Detection using Ensemble Learning and Grouping of Deep Models

Author:

Guergueb Takfarines1,Akhloufi Moulay A.1

Affiliation:

1. PRIME, Dpt. Computer Science, Université de Moncton, Canada

Funder

WestGrid

Compute Canada

New Brunswick Health Research Foundation

New Brunswick Innovation Foundation

Publisher

ACM

Reference24 articles.

1. Faruk Alendar , Irdina Drljević , Kenan Drljević , and Temeida Alendar . 2009. Early Detection of Melanoma Skin Cancer. 9 (Feb . 2009 ), 77–80. https://doi.org/10.17305/bjbms.2009.2861 Faruk Alendar, Irdina Drljević, Kenan Drljević, and Temeida Alendar. 2009. Early Detection of Melanoma Skin Cancer. 9 (Feb. 2009), 77–80. https://doi.org/10.17305/bjbms.2009.2861

2. J. Brownlee . 2019. What is Deep Learning?Retrieved accessed Dec. 02, 2021 ) from https://machinelearningmastery.com/what-is-deep-learning/ J. Brownlee. 2019. What is Deep Learning?Retrieved accessed Dec. 02, 2021) from https://machinelearningmastery.com/what-is-deep-learning/

3. Alliance Seattle Cancer Care . 2021. cancer early detection | Seattle Cancer Care Alliance. Retrieved accessed Dec. 02, 2021 . from https://www.seattlecca.org/prevention/skin-cancer-early-detection Alliance Seattle Cancer Care. 2021. cancer early detection | Seattle Cancer Care Alliance. Retrieved accessed Dec. 02, 2021. from https://www.seattlecca.org/prevention/skin-cancer-early-detection

4. Terrance DeVries and Graham W. Taylor. 2017. Improved Regularization of Convolutional Neural Networks with Cutout. Terrance DeVries and Graham W. Taylor. 2017. Improved Regularization of Convolutional Neural Networks with Cutout.

5. Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2020. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2020. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

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