Amal Farag

Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation

Holger R. Roth, Le Lü, Nathan Lay et al. · Medical Image Analysis · 2018 · 328 citations

Convolutional Neural Network, Image Analysis, Machine Vision +11

A Bottom-Up Approach for Pancreas Segmentation Using Cascaded Superpixels and (Deep) Image Patch Labeling

Amal Farag, Le Lü, Holger R. Roth et al. · IEEE Transactions on Image Processing · 2016 · 185 citations

Bottom-up Approach, Engineering, Biomedical Engineering +22

Deep convolutional networks for pancreas segmentation in CT imaging

Holger R. Roth, Amal Farag, Le Lü et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2015 · 177 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

A Novel Approach for Lung Nodules Segmentation in Chest CT Using Level Sets

Amal Farag, Hossam E. Abd El Munim, James H. Graham et al. · IEEE Transactions on Image Processing · 2013 · 156 citations

Medical Image Segmentation, Engineering, Novel Approach +24

Bias field estimation and adaptive segmentation of MRI data using a modified fuzzy C-means algorithm

M.N. Ahmed, S.M. Yamany, Amal Farag et al. · 2003 · 63 citations

Engineering, Magnetic Resonance Imaging, Image Analysis +20