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Ayman El-Baz
Ayman S. El-Baz – Ayman Elbaz
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- affiliation: University of Louisville, Department of Bioengineering
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2020 – today
- 2023
- [j72]Zhehuan Tan, Mingming Huo, Kairong Qin, Ayman S. El-Baz, Palaniappan Sethu
, Yu Wang, Guruprasad A. Giridharan:
A sensorless, physiologic feedback control strategy to increase vascular pulsatility for rotary blood pumps. Biomed. Signal Process. Control. 83: 104640 (2023) - [j71]Mohammad (Behdad) Jamshidi
, Omid Moztarzadeh
, Alireza Jamshidi, Ahmed Abdelgawad
, Ayman S. El-Baz
, Lukas Hauer:
Future of Drug Discovery: The Synergy of Edge Computing, Internet of Medical Things, and Deep Learning. Future Internet 15(4): 142 (2023) - [c237]Mohamed T. Azzam, Ahmed Alksas, Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Mohamed Shehata, Nagham E. Mekky, Noha A. Hikal, Basem I. Awad, Ahmad El-Morsy, Mohammed Ghazal, Ayman El-Baz:
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. ISBI 2023: 1-4 - [c236]I. Sharaby, Ahmed Alksas, A. Nashat, Hossam Magdy Balaha, Mohamed Shehata, M. Gayhart, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Rasha T. Abouelkheir, Ahmed Elmahdy, A. Abdelhalim, A. Mosbah, Ayman El-Baz:
An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. ISBI 2023: 1-4 - [c235]Ahmed Sharafeldeen, Mahmoud Elgafi, Ahmed Elnakib, Ali Mahmoud, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz:
Diabetic Retinopathy Detection Using 3D OCT Features. ISBI 2023: 1-4 - [c234]B. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, S. Contractor, Mohammed Ghazal, Adel Elmaghraby, Ayman El-Baz:
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks. ISBI 2023: 1-4 - 2022
- [j70]Taimur Hassan
, Muhammad Shafay
, Bilal Hassan
, Muhammad Usman Akram, Ayman Elbaz, Naoufel Werghi:
Knowledge distillation driven instance segmentation for grading prostate cancer. Comput. Biol. Medicine 150: 106124 (2022) - [j69]Ahmed Naglah, Fahmi Khalifa, Ayman El-Baz, Dibson D. Gondim:
Conditional GANs based system for fibrosis detection and quantification in Hematoxylin and Eosin whole slide images. Medical Image Anal. 81: 102537 (2022) - [j68]Sarah M. Ayyad
, Mohamed A. Badawy, Mohamed Shehata
, Ahmed Alksas
, Ali Mahmoud
, Mohamed Abou El-Ghar, Mohammed Ghazal
, Moumen T. El-Melegy
, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz
:
A New Framework for Precise Identification of Prostatic Adenocarcinoma. Sensors 22(5): 1848 (2022) - [j67]Ibrahim Yasser
, Fahmi Khalifa
, Hisham Abdeltawab
, Mohammed Ghazal
, Harpal Singh Sandhu, Ayman El-Baz
:
Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques. Sensors 22(6): 2342 (2022) - [j66]Mohamed El-Sharkawy
, Mostafa Elrazzaz
, Ahmed Sharafeldeen
, Marah Talal Alhalabi
, Fahmi Khalifa
, Ahmed Soliman
, Ahmed Elnakib
, Ali Mahmoud
, Mohammed Ghazal
, Eman M. El-Daydamony, Ahmed Atwan
, Harpal Singh Sandhu, Ayman El-Baz
:
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey. Sensors 22(9): 3490 (2022) - [j65]Mahmoud Elgafi, Ahmed Sharafeldeen
, Ahmed Elnakib
, Ahmed Elgarayhi, Norah Saleh Alghamdi
, Mohammed Sallah
, Ayman El-Baz
:
Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images. Sensors 22(20): 7833 (2022) - [j64]Ayman El-Baz
, Guruprasad A. Giridharan, Ahmed Shalaby
, Ali H. Mahmoud, Mohammed Ghazal
:
Special Issue "Computer Aided Diagnosis Sensors". Sensors 22(20): 8052 (2022) - [c233]Maha Yaghi, Sana Hafez, Arwa Sheibani, Abdalla Abdelkhalek, Zia Farhan, Mohammed Ghazal, Ayman Elbaz, Adel Khelifi:
AI Assisted Medical Diagnosis of Lung Diseases Using Accurate Symptoms Visualization. FiCloud 2022: 295-301 - [c232]Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Hanan E. Darwish, Jawad Yousaf, Ayman El-Baz:
A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens. ICPR 2022: 4277-4284 - [c231]Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz:
Understanding Autism Using Machine Learning: A Structural MRI Study. ICPR 2022: 4350-4357 - [c230]Ahmed Sharafeldeen, Mohamed El-Sharkawy, Ahmed Shaffie, Fahmi Khalifa, A. Soliman, Ahmed Naglah, R. Khaled, M. M. Hussein, Mohammed F. Alrahmawy, Samir Elmougy, J. Yousaf, Mohammed Ghazal, Ayman El-Baz:
Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. ICPR 2022: 4365-4370 - [c229]Ahmed Alksas, Mohamed Shehata, Hala A. A. Atef, Fatma Sherif, Maha Yaghi, Marah Talal Alhalabi, Mohammed Ghazal, Lamiaa El Serougy, Ayman El-Baz:
A Comprehensive Non-invasive System for Early Grading of Gliomas. ICPR 2022: 4371-4377 - [c228]Ahmed Shaffie, Ahmed Soliman, Victor Van Berkel, Ayman El-Baz:
Hand Crafted Features for Efficient Lung Cancer Diagnosis Using Stacked Autoencoder. ICPR 2022: 4378-4384 - [c227]Ahmed Mamdouh, Moumen T. El-Melegy, Samia A. Ali, Ayman S. El-Baz:
Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data. IJCNN 2022: 1-8 - [c226]Mohamed El-Sharkawy
, Ahmed Sharafeldeen
, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan
, Harpal Singh Sandhu, Ayman El-Baz:
Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model. ISBI 2022: 1-4 - [c225]Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Harpal Sandhu, Mohammed Ghazal, A. Sewelam, Mohamed Azim Mohamed
, Ayman El-Baz:
Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images. ISBI 2022: 1-4 - 2021
- [j63]Reem Haweel, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal
, Noha A. Seada
, Said Ghoniemy, Manuel Casanova, Gregory N. Barnes
, Ayman El-Baz
:
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study. IEEE Access 9: 100570-100582 (2021) - [j62]Luca Saba, Mohit Agarwal
, Anubhav Patrick, Anudeep Puvvula
, Suneet K. Gupta, Alessandro Carriero, John R. Laird, George D. Kitas, Amer M. Johri, Antonella Balestrieri, Zeno Falaschi, Alessio Pasche, Vijay Viswanathan, Ayman El-Baz
, Iqbal Alam
, Abhinav Jain, D. Subbaram Naidu, Ronald Oberleitner, Narendra N. Khanna, Arindam Bit, Mostafa Fatemi
, Azra Alizad, Jasjit S. Suri:
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. Int. J. Comput. Assist. Radiol. Surg. 16(3): 423-434 (2021) - [j61]Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal
, Mohamed Abou El-Ghar, Mohammed Ali Badawy, Hanan E. Darwish, Adel Khelifi, Ayman El-Baz
:
A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging. Comput. Medical Imaging Graph. 90: 101911 (2021) - [j60]Mohit Agarwal
, Luca Saba, Suneet K. Gupta, Alessandro Carriero, Zeno Falaschi, Alessio Pasche, Pietro Danna
, Ayman El-Baz
, D. Subbaram Naidu, Jasjit S. Suri:
A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort. J. Medical Syst. 45(3): 28 (2021) - [j59]Omar Dekhil, Ahmed Shalaby, Ahmed Soliman
, Ali Mahmoud
, Maiying Kong, Gregory Barnes, Adel Elmaghraby
, Ayman El-Baz
:
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns. Medical Image Anal. 68: 101899 (2021) - [j58]Mohamed Shaban, Reem Salim, Hadil Abu Khalifeh, Adel Khelifi, Ahmed Shalaby, Shady El-Mashad, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz:
A Deep-Learning Framework for the Detection of Oil Spills from SAR Data. Sensors 21(7): 2351 (2021) - [j57]Sarah M. Ayyad
, Mohamed Shehata
, Ahmed Shalaby
, Mohamed Abou El-Ghar
, Mohammed Ghazal
, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz
:
Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. Sensors 21(8): 2586 (2021) - [j56]Islam R. Abdelmaksoud, Ahmed Shalaby
, Ali Mahmoud
, Mohammed Elmogy
, Ahmed Aboelfetouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Norah Saleh Alghamdi
, Ayman El-Baz
:
Precise Identification of Prostate Cancer from DWI Using Transfer Learning. Sensors 21(11): 3664 (2021) - [j55]Ahmed Naglah
, Fahmi Khalifa
, Reem Khaled, Ahmed Abdel Khalek Abdel Razek
, Mohammed Ghazal
, Guruprasad Giridharan, Ayman El-Baz
:
Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN. Sensors 21(11): 3878 (2021) - [j54]Mohamed Shehata
, Ahmed Alksas, Rasha T. Abouelkheir
, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal
, Hadil Abu Khalifeh
, Reem Salim, Ahmed Abdel Khalek Abdel Razek
, Norah Saleh Alghamdi
, Ayman El-Baz
:
A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors. Sensors 21(14): 4928 (2021) - [j53]Fatma El-Zahraa A. El-Gamal
, Mohammed Elmogy
, Ali Mahmoud
, Ahmed Shalaby
, Andrew E. Switala, Mohammed Ghazal
, Hassan Soliman, Ahmed Atwan
, Norah Saleh Alghamdi
, Gregory N. Barnes, Ayman El-Baz
:
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI). Sensors 21(16): 5416 (2021) - [j52]Sayed Haggag, Fahmi Khalifa
, Hisham Abdeltawab, Ahmed Elnakib
, Mohammed Ghazal
, Mohamed Azim Mohamed
, Harpal Singh Sandhu, Norah Saleh Alghamdi
, Ayman El-Baz
:
An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images. Sensors 21(16): 5457 (2021) - [j51]Ahmed Sharafeldeen
, Mohamed El-Sharkawy
, Norah Saleh Alghamdi
, Ahmed Soliman
, Ayman El-Baz
:
Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints. Sensors 21(16): 5482 (2021) - [j50]Reem Haweel, Noha A. Seada
, Said Ghoniemy, Norah Saleh Alghamdi
, Ayman El-Baz
:
A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI. Sensors 21(17): 5822 (2021) - [j49]Kamal Hammouda, Fahmi Khalifa
, Moumen T. El-Melegy, Mohammed Ghazal
, Hanan E. Darwish, Mohamed Abou El-Ghar, Ayman El-Baz
:
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. Sensors 21(20): 6708 (2021) - [j48]Lixue Liang, Kairong Qin
, Ayman S. El-Baz
, Thomas J. Roussel, Palaniappan Sethu
, Guruprasad A. Giridharan, Yu Wang
:
A Flow Sensor-Based Suction-Index Control Strategy for Rotary Left Ventricular Assist Devices. Sensors 21(20): 6890 (2021) - [j47]Yaser A. Elnakieb
, Mohamed T. Ali, Ahmed Elnakib
, Ahmed Shalaby
, Ahmed Soliman
, Ali Mahmoud
, Mohammed Ghazal
, Gregory N. Barnes
, Ayman El-Baz
:
The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results. Sensors 21(24): 8171 (2021) - [j46]Jasjit S. Suri
, Sushant Agarwal
, Suneet K. Gupta
, Anudeep Puvvula
, Klaudija Viskovic, Neha Suri, Azra Alizad, Ayman El-Baz, Luca Saba
, Mostafa Fatemi
, D. Subbaram Naidu:
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective. IEEE J. Biomed. Health Informatics 25(11): 4128-4139 (2021) - [c224]Maha Yaghi, Huma Zia, Hassan Hajjdiab, Ayman El-Baz, Mohammed Ghazal
:
Motion Tracked 3D Visualization System for Segmented ROI in Medical Imaging. ArabWIC 2021: 2:1-2:6 - [c223]Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal
, Noha A. Seada
, Said Ghoniemy, Gregory Barnes, Ayman El-Baz:
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn. ISBI 2021: 196-199 - [c222]Mohamed T. Ali, Yaser A. Elnakieb
, Ahmed Shalaby, Ali H. Mahmoud, Andy Switala, Mohammed Ghazal
, Adel Khelifi, Luay Fraiwan
, Georgy Barnes, Ayman El-Baz:
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces. ISBI 2021: 267-270 - [c221]Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal
, Hadil Abu Khalifeh
, Ahmed Abdel Razek, Ayman El-Baz:
A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors. ISBI 2021: 1378-1381 - [c220]Ahmed Naglah, Fahmi Khalifa, Reem Khaled, Ahmed Abdel Khalek Abdel Razek, Ayman El-Baz:
Thyroid Cancer Computer-Aided Diagnosis System using MRI-Based Multi-Input CNN Model. ISBI 2021: 1691-1694 - [c219]Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal
, Mohamed Abou El-Ghar, Mohamed A. Badawy, Hanan E. Darwish, Ayman El-Baz:
A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI. ISBI 2021: 1718-1721 - [c218]Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh
, Mohammed Ghazal
, Fatma Taher
, Adel Elmaghraby
, Ayman El-Baz:
A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors. ISBI 2021: 1883-1886 - 2020
- [j45]Mohammed Ghazal
, Samr Samir Ali
, Ali H. Mahmoud
, Ahmed Shalaby, Ayman El-Baz
:
Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks. IEEE Access 8: 34387-34397 (2020) - [j44]Fatma Taher
, Ahmed Soliman
, Heba Kandil
, Ali Mahmoud
, Ahmed Shalaby
, Georgy L. Gimel'farb, Ayman El-Baz
:
Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors. IEEE Access 8: 96139-96149 (2020) - [j43]Yaser A. Elnakieb
, Mohamed T. Ali, Ahmed Soliman
, Ali H. Mahmoud
, Ahmed Shalaby, Norah Saleh Alghamdi
, Mohammed Ghazal
, Ashraf Khalil
, Andrew E. Switala, Robert S. Keynton
, Gregory N. Barnes
, Ayman El-Baz
:
Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging. IEEE Access 8: 191298-191308 (2020) - [j42]Fatma El-Zahraa A. El-Gamal
, Mohammed M. Elmogy
, Ashraf Khalil
, Mohammed Ghazal
, Jawad Yousaf
, Xiaolu Qiu, Hassan Soliman
, Ahmed Atwan
, Hermann B. Frieboes
, Gregory N. Barnes
, Ayman S. El-Baz
:
Personalized Computer-Aided Diagnosis for Mild Cognitive Impairment in Alzheimer's Disease Based on sMRI and ¹¹C PiB-PET Analysis. IEEE Access 8: 218982-218996 (2020) - [j41]Lixue Liang, Moustafa Meki
, Weibin Wang, Palaniappan Sethu, Ayman El-Baz
, Guruprasad A. Giridharan, Yu Wang
:
A suction index based control system for rotary blood pumps. Biomed. Signal Process. Control. 62: 102057 (2020) - [j40]Hisham Abdeltawab
, Fahmi Khalifa, Fatma Taher
, Norah Saleh Alghamdi
, Mohammed Ghazal
, Garth M. Beache, Tamer Mohamed, Robert Keynton, Ayman El-Baz
:
A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images. Comput. Medical Imaging Graph. 81: 101717 (2020) - [j39]Mohammed Ghazal
, Tasnim Basmaji
, Maha Yaghi
, Mohammad Alkhedher
, Mohamed Mahmoud, Ayman S. El-Baz
:
Cloud-Based Monitoring of Thermal Anomalies in Industrial Environments Using AI and the Internet of Robotic Things. Sensors 20(21): 6348 (2020) - [j38]Moustafa Meki
, Yu Wang, Palaniappan Sethu, Mohammed Ghazal
, Ayman El-Baz, Guruprasad Giridharan
:
A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices. IEEE Trans. Biomed. Eng. 67(4): 1050-1060 (2020) - [c217]Moumen T. El-Melegy, Rasha Abd El-karim, Ayman S. El-Baz, Mohamed Abou El-Ghar:
A Combined Fuzzy C-Means and Level Set Method for Automatic DCE-MRI Kidney Segmentation Using Both Population-Based and Patient-Specific Shape Statistics. FUZZ-IEEE 2020: 1-8 - [c216]Lixue Liang, Zhehuan Tan, Kairong Qin, Yong Luan, Guruprasad A. Giridharan, Ayman El-Baz, Palaniappan Sethu, Yu Wang:
A Sensorless Suction-Index based Feedback Control Strategy for Rotary Right Ventricular Assist Devices. ICCA 2020: 1506-1511 - [c215]Jing Peng, Zhiguo Wang, Kairong Qin, Yong Luan, Guruprasad A. Giridharan, Ayman El-Baz, Palaniappan Sethu, Yu Wang:
A New Physiological Control Strategy based on the CardioMEMS Pulmonary Artery Pressure Sensor for Rotary Blood Pumps. ICCA 2020: 1512-1517 - [c214]Mohamed Shehata
, Mohammed Ghazal
, Hadil Abu Khalifeh
, Ashraf Khalil
, Ahmed Shalaby, Amy C. Dwyer, Ashraf M. Bakr, Robert Keynton, Ayman El-Baz:
A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers. ICIP 2020: 355-359 - [c213]Fatma Taher
, Ahmed Soliman, Heba Kandil
, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
:
Precise Cerebrovascular Segmentation. ICIP 2020: 394-397 - [c212]Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh
, Mohammed Ghazal
, Fatma Taher
, Adel Elmaghraby
, Robert Keynton, Ayman El-Baz:
A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. ICIP 2020: 408-412 - [c211]Heba Kandil
, Ahmed Soliman, Fatma Taher
, Mohammed Ghazal
, Mohiuddin Hadi
, Adel Elmaghraby
, Ayman El-Baz:
Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. ICIP 2020: 443-447 - [c210]Mohammed Ghazal
, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz:
Precise Statistical Approach for Leaf Segmentation. ICIP 2020: 2985-2989 - [c209]Ahmed Alksas, Mohamed Shehata, Gehad A. Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal
, Hadil Abu Khalifeh
, Ahmed Abdel Razek, Ayman El-Baz
:
A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma. ICPR 2020: 10375-10382 - [c208]Kamal Hammouda
, Fahmi Khalifa, Ahmed Soliman
, Hisham Abdeltawab
, Mohammed Ghazal
, Mohamed Abou El-Ghar, Ahmed Haddad, Hanan E. Darwish, Robert Keynton, Ayman El-Baz
:
A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images. ISBI 2020: 935-938 - [c207]Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal
, Ashraf Khalil
, Robert Keynton, Gregory Barnes, Ayman El-Baz:
A Novel Framework for Grading Autism Severity Using Task-Based FMRI. ISBI 2020: 1404-1407 - [i3]Taimur Hassan, Ayman El-Baz, Naoufel Werghi:
Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images. CoRR abs/2011.00527 (2020)
2010 – 2019
- 2019
- [j37]Ashraf Khalil
, Mohammed Elmogy
, Mohammed Ghazal
, Connor Burns, Ayman El-Baz
:
Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction. IEEE Access 7: 80110-80121 (2019) - [j36]Mohammed Ghazal
, Ali Mahmoud
, Ali Aslantas
, Ahmed Soliman
, Ahmed Shalaby
, Jón Atli Benediktsson
, Ayman El-Baz
:
Vegetation Cover Estimation Using Convolutional Neural Networks. IEEE Access 7: 132563-132576 (2019) - [j35]Ahmed ElTanboly
, Mohammed Ghazal
, Hassan Hajjdiab, Ahmed Shalaby, Andy Switala, Ali Mahmoud, Prasanna K. Sahoo, Magdi El-Azab, Ayman El-Baz
:
Level sets-based image segmentation approach using statistical shape priors. Appl. Math. Comput. 340: 164-179 (2019) - [j34]Md. Maniruzzaman
, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin, Harman S. Suri, Mainak Biswas
, Ayman El-Baz
, Petros Bangeas
, Georgios Tsoulfas
, Jasjit S. Suri:
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. Comput. Methods Programs Biomed. 176: 173-193 (2019) - [j33]Ruba Alkadi, Fatma Taher
, Ayman El-Baz
, Naoufel Werghi
:
A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. J. Digit. Imaging 32(5): 793-807 (2019) - [j32]Mohamed Shehata
, Fahmi Khalifa
, Ahmed Soliman
, Mohammed Ghazal
, Fatma Taher
, Mohamed Abou El-Ghar
, Amy C. Dwyer, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
:
Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI. IEEE Trans. Biomed. Eng. 66(2): 539-552 (2019) - [c206]Nabila Eladawi, Mohammed Elmogy
, Mohammed Ghazal
, Luay Fraiwan
, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz
:
Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. ICIP 2019: 1390-1394 - [c205]Mohamed Shehata, Robert Keynton, Ayman El-Baz
, Ahmed Shalaby, Mohammed Ghazal
, Mohamed Abou El-Ghar, Mohamed A. Badawy, Garth M. Beache, Amy C. Dwyer, Moumen T. El-Melegy, Guruprasad Giridharan:
Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. ICIP 2019: 1395-1399 - [c204]Ahmed Shaffie, Ahmed Soliman
, Hadil Abu Khalifeh
, Fatma Taher
, Mohammed Ghazal
, Neal Dunlap, Adel Elmaghraby
, Robert Keynton, Ayman El-Baz:
A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. ICIP 2019: 1400-1404 - [c203]Islam Reda, Ayman El-Baz
, Mohammed Ghazal
, Ahmed Shalaby, Mohammed Elmogy
, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Ashraf Khalil
, Robert Keynton:
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. ICIP 2019: 1405-1409 - [c202]Nabila Eladawi, Ahmed ElTanboly, Mohammed Elmogy
, Mohammed Ghazal
, Luay Fraiwan
, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
:
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISBI 2019: 587-591 - [c201]Islam Reda, Mohammed Ghazal
, Ahmed Shalaby, Mohammed Elmogy
, Ahmed Aboulfotouh, Mohamed Abou El-Ghar
, Adel Elmaghraby
, Robert Keynton, Ayman El-Baz
:
Detecting Prostate Cancer Using A CNN-Based System Without Segmentation. ISBI 2019: 855-858 - [c200]Ahmed Shaffie, Ahmed Soliman
, Hadil Abu Khalifeh
, Mohammed Ghazal
, Fatma Taher
, Adel Elmaghraby
, Robert Keynton, Ayman El-Baz
:
Radiomic-Based Framework for Early Diagnosis of Lung Cancer. ISBI 2019: 1293-1297 - [c199]Islam R. Abdelmaksoud, Mohammed Ghazal
, Ahmed Shalaby, Mohammed Elmogy
, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Robert Keynton, Ayman El-Baz
:
An Accurate System for Prostate Cancer Localization from Diffusion-Weighted MRI. IST 2019: 1-5 - [c198]Hisham Abdeltawab
, Fahmi Khalifa, Fatma Taher
, Garth M. Beache, Tamer Mohamed, Adel Elmaghraby
, Mohammed Ghazal
, Robert Keynton, Ayman El-Baz
:
Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network. IST 2019: 1-6 - [c197]Omar Dekhil, Ahmed Naglah
, Mohamed Shaban, Mohammed Ghazal, Fatma Taher
, Ayman El-Baz
:
Deep Learning Based Method for Computer Aided Diagnosis of Diabetic Retinopathy. IST 2019: 1-4 - [c196]Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy
, Ashraf Khalil
, Mohammed Ghazal
, Hassan Soliman, Ahmed Atwan, Robert Keynton, Gregory N. Barnes, Ayman S. El-Baz
:
A Local/Regional Based CAD System for Early Diagnosis of Alzheimer's Disease Using sMRI Scans. IST 2019: 1-5 - [c195]Yaser A. Elnakieb
, Gregory N. Barnes, Ayman S. El-Baz
, Ahmed Soliman
, Ali Mahmoud, Omar Dekhil, Ahmed Shalaby, Mohammed Ghazal
, Ashraf Khalil
, Andrew E. Switala, Robert S. Keynton:
Autism Spectrum Disorder Diagnosis framework using Diffusion Tensor Imaging. IST 2019: 1-5 - [c194]Nabila Eladawi, Mohammed Elmogy
, Mohammed Ghazal
, Luay Fraiwan
, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Ayman El-Baz
:
Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers. IST 2019: 1-6 - [c193]Mohammed Elmogy
, Ashraf Khalil
, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal
, Ayman El-Baz
:
Chronic Wound Healing Assessment System Based on Color and Texture Analysis. IST 2019: 1-5 - [c192]S. Hagagg, Fahmi Khalifa, Hisham Abdeltawab
, Ahmed Elnakib, M. M. Abdelazim, Mohammed Ghazal
, Harpal Sandhu, Ayman El-Baz
:
A CNN-Based Framework for Automatic Vitreous Segemntation from OCT Images. IST 2019: 1-5 - [c191]Kamal Hammouda
, Ayman El-Baz
, Fahmi Khalifa, Ahmed Soliman
, Mohammed Ghazal
, Mohamed Abou El-Ghar, Ahmed Haddad, Mohammed Elmogy
, Hanan E. Darwish, Robert Keynton:
A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images. IST 2019: 1-6 - [c190]Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal
, Robert Keynton, Gregory Barnes, Ayman El-Baz
:
A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI. IST 2019: 1-5 - [c189]Heba Kandil
, Ahmed Soliman
, Fatma Taher
, Mohammed Ghazal
, Mohiuddin Hadi
, Guruprasad Giridharan, Ayman El-Baz
:
A CAD System for the Early Prediction of Hypertension based on Changes in Cerebral Vasculature. IST 2019: 1-5 - [c188]Ahmed Naglah
, Andrew P. DeFilippis, Fahmi Khalifa, Narayana Singam, Bahjat Aladili, Mohammed Ghazal
, Guruprasad Giridharan, Ashraf Khalil
, Adel Elmaghraby
, Ayman El-Baz
:
Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites. IST 2019: 1-5 - [c187]Ahmed Shaffie, Ahmed Soliman
, Hadil Abu Khalifeh
, Fatma Taher
, Mohammed Ghazal
, Neal Dunlap, Adel Elmaghraby
, Robert Keynton, Ayman El-Baz
:
A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features. IST 2019: 1-6 - [c186]Ahmed A. Sleman, Ahmed Soliman
, Mohammed Ghazal
, Harpal Sandhu, Shlomit Schaal, Adel Elmaghraby
, Ayman El-Baz
:
Retinal Layers OCT Scans 3-D Segmentation. IST 2019: 1-6 - 2018
- [j31]Md. Maniruzzaman
, Md. Jahanur Rahman, Md. Al-MehediHasan, Harman S. Suri, Md. Menhazul Abedin, Ayman El-Baz
, Jasjit S. Suri:
Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. J. Medical Syst. 42(5): 92:1-92:17 (2018) - [j30]Begoña García Zapirain
, Mohammed Elmogy
, Ayman El-Baz
, Adel Said Elmaghraby
:
Classification of pressure ulcer tissues with 3D convolutional neural network. Medical Biol. Eng. Comput. 56(12): 2245-2258 (2018) - [c185]Ruba Alkadi, Ayman El-Baz, Fatma Taher
, Naoufel Werghi:
A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging. ECCV Workshops (4) 2018: 734-739 - [c184]Moumen T. El-Melegy,