12 citations · 12 across the 1 of their papers we have counts for
2 papers
cs.LG2020
Inner Ensemble Networks: Average Ensemble as an Effective Regularizer
Abduallah Mohamed, Muhammed Mohaimin Sadiq, Ehab AlBadawy +2
We introduce Inner Ensemble Networks (IENs) which reduce the variance within the neural network itself without an increase in the model complexity. IENs utilize ensemble parameters…
cs.CV2017★ 12 cited
Deep Learning for identifying radiogenomic associations in breast cancer
Zhe Zhu, Ehab Albadawy, Ashirbani Saha +3
Purpose: To determine whether deep learning models can distinguish between breast cancer molecular subtypes based on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI).…