Search Results for author: Ehab AlBadawy

Found 2 papers, 1 papers with code

Inner Ensemble Networks: Average Ensemble as an Effective Regularizer

1 code implementation15 Jun 2020 Abduallah Mohamed, Muhammed Mohaimin Sadiq, Ehab AlBadawy, Mohamed Elhoseiny, Christian Claudel

Also, we show empirically and theoretically that IENs lead to a greater variance reduction in comparison with other similar approaches such as dropout and maxout.

Neural Architecture Search

Deep Learning for identifying radiogenomic associations in breast cancer

no code implementations29 Nov 2017 Zhe Zhu, Ehab AlBadawy, Ashirbani Saha, Jun Zhang, Michael R. Harowicz, Maciej A. Mazurowski

Results: The best AUC performance for distinguishing molecular subtypes was 0. 65 (95% CI:[0. 57, 0. 71]) and was achieved by the off-the-shelf deep features approach.

Transfer Learning

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