Machine Learning Applications in Medical Image Analysis

by Ayman El-Baz, Georgy Gimel’farb, Kenji Suzuki
Published 2017-01-01

Lightweight Adaptation of Classifiers to Users and Contexts: Trends of the Emerging Domain

by Elena Vildjiounaite, Georgy Gimel’farb, Vesa Kyllönen, Johannes Peltola
Published 2015-01-01

3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models

by Fahmi Khalifa, Ahmed Soliman, Adel Elmaghraby, Georgy Gimel’farb, Ayman El-Baz
Published 2017-01-01

Improving full-cardiac cycle strain estimation from tagged CMR by accurate modeling of 3D image appearance characteristics

by Matt Nitzken, Garth M. Beache, Marwa Ismail, Georgy Gimel’farb, Ayman El-Baz
Published 2016-03-01

Lung Imaging Data Analysis

by Ayman El-Baz, Garth M. Beache, Georgy Gimel'farb, Kenji Suzuki, Kazunori Okada
Published 2013-01-01

Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans

by Ayman El-Baz, Ahmed Elnakib, Mohamed Abou El-Ghar, Georgy Gimel'farb, Robert Falk, Aly Farag
Published 2013-01-01

Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors

by Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy Gimel'farb, Ayman El-Baz
Published 2020-01-01

Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies

by Ayman El-Baz, Garth M. Beache, Georgy Gimel'farb, Kenji Suzuki, Kazunori Okada, Ahmed Elnakib, Ahmed Soliman, Behnoush Abdollahi
Published 2013-01-01

A fast stochastic framework for automatic MR brain images segmentation.

by Marwa Ismail, Ahmed Soliman, Mohammed Ghazal, Andrew E Switala, Georgy Gimel'farb, Gregory N Barnes, Ashraf Khalil, Ayman El-Baz
Published 2017-01-01