Machine Learning Applications in Medical Image Analysis

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

Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction

by Ashraf Khalil, Mohammed Elmogy, Mohammed Ghazal, Connor Burns, Ayman El-Baz
Published 2019-01-01

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

A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI

by Reem Haweel, Noha Seada, Said Ghoniemy, Norah Saleh Alghamdi, Ayman El-Baz
Published 2021-08-01

Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints

by Ahmed Sharafeldeen, Mohamed Elsharkawy, Norah Saleh Alghamdi, Ahmed Soliman, Ayman El-Baz
Published 2021-08-01

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

A novel approach for automatic visualization and activation detection of evoked potentials induced by epidural spinal cord stimulation in individuals with spinal cord injury.

by Samineh Mesbah, Claudia A Angeli, Robert S Keynton, Ayman El-Baz, Susan J Harkema
Published 2017-01-01

Lung Imaging Data Analysis

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

Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks

by Mohammed Ghazal, Samr Samir Ali, Ali H. Mahmoud, Ahmed M. Shalaby, Ayman El-Baz
Published 2020-01-01

Primary pulmonary Hodgkin lymphoma

by Shumaila Tanveer, Ahmed El Damati, Ayman El Baz, Ahmed Alsayyah, Tarek ElSharkawy, Mohamed Regal
Published 2015-12-01

Neurophysiological markers predicting recovery of standing in humans with chronic motor complete spinal cord injury

by Samineh Mesbah, Federica Gonnelli, Claudia A. Angeli, Ayman El-baz, Susan J. Harkema, Enrico Rejc
Published 2019-10-01

Towards non-invasive diagnostic techniques for early detection of acute renal transplant rejection: A review

by Elizabeth Hollis, Mohamed Shehata, Fahmi Khalifa, Mohamed Abou El-Ghar, Tarek El-Diasty, Ayman El-Baz
Published 2017-03-01

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

A Novel MRA-Based Framework for Segmenting the Cerebrovascular System and Correlating Cerebral Vascular Changes to Mean Arterial Pressure

by Fatma Taher, Heba Kandil, Yitzhak Gebru, Ali Mahmoud, Ahmed Shalaby, Shady El-Mashad, Ayman El-Baz
Published 2021-04-01

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

ABNORMALITIES OF THE GYRAL WINDOW IN AUTISM: A MACROSCOPIC CORRELATE TO A PUTATIVE MINICOLUMNOPATHY

by Manuel F. CASANOVA, Aly FARAG, Ayman EL-BAZ, Meghan MOTT, Hossam HASSAN, Rachid FAHMI, Andrew E. SWITALA
Published 2006-06-01

Vegetation Cover Estimation Using Convolutional Neural Networks

by Mohammed Asaad Ghazal, Ali Mahmoud, Ali Aslantas, Ahmed Soliman, Ahmed Shalaby, Jon Atli Benediktsson, Ayman El-Baz
Published 2019-01-01

Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN

by Ahmed Naglah, Fahmi Khalifa, Reem Khaled, Ahmed Abdel Khalek Abdel Razek, Mohammad Ghazal, Guruprasad Giridharan, Ayman El-Baz
Published 2021-06-01

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 novel computer-aided diagnosis system for the early detection of hypertension based on cerebrovascular alterations

by Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Ashraf Khalil, Guruprasad Giridharan, Robert Keynton, J. Richard Jennings, Ayman El-Baz
Published 2020-01-01