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ORCIDAyman El-Baz
Ayman S. El-Baz
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- affiliation: University of Louisville, Department of Bioengineering
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2020 – today
- 2022
[j66]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)- [j65]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) - [j64]Mohamed El-Sharkawy, Mostafa Elrazzaz, Ahmed Sharafeldeen, Marah 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) - [c225]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 - [c224]Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Harpal Sandhu, Mohammed Ghazal, A. Sewelam, Mohamed A. 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 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 Kr. 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 Kr. 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 A. 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 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 Kr. 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) - [c223]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 - [c222]Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Noha 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 - [c221]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 - [c220]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 - [c219]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 - [c218]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 - [c217]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) - [c216]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 - [c215]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 - [c214]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 - [c213]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 - [c212]Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz:
Precise Cerebrovascular Segmentation. ICIP 2020: 394-397 - [c211]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 - [c210]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 - [c209]Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz:
Precise Statistical Approach for Leaf Segmentation. ICIP 2020: 2985-2989 - [c208]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 - [c207]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 - [c206]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) - [c205]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 - [c204]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 - [c203]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 - [c202]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 - [c201]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 - [c200]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 - [c199]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 - [c198]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 - [c197]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 - [c196]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 - [c195]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 - [c194]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 - [c193]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 - [c192]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 - [c191]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 - [c190]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 - [c189]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 - [c188]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 - [c187]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 - [c186]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 - [c185]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) - [c184]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 - [c183]Moumen T. El-Melegy, Rasha Abd El-karim, Ayman El-Baz, Mohamed Abou El-Ghar:
Fuzzy Membership-Driven Level Set for Automatic Kidney Segmentation from DCE-MRI. FUZZ-IEEE 2018: 1-8 - [c182]Mohamed Shehata, Mohammed Ghazal, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Hassan Hajjdiab, Ashraf Khalil, Ayman El-Baz:
Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants. ICIP 2018: 146-150 - [c181]Ahmed A. Sleman, Ahmed ElTanboly, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Robert Keynton, Adel Elmaghraby, Ayman El-Baz:
An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images. ICIP 2018: 729-733 - [c180]Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Victor Van Berkel, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz:
A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer. ICIP 2018: 1393-1397 - [c179]Mohammed M. Elmogy, Begoña García Zapirain, Connor Burns, Adel Elmaghraby, Ayman El-Baz:
Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network. ICIP 2018: 3139-3143 - [c178]Ahmed Soliman, Ahmed Shaffie, Mohammed Ghazal, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz:
A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features. ICIP 2018: 3488-3492 - [c177]Mohammed Elmogy, Begoña García Zapirain, Adel Said Elmaghraby, Ayman El-Baz:
An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network. ICPR 2018: 2356-2361 - [c176]Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Ahmed Atwan, Mohammed Ghazal, Gregory N. Barnes, Hassan Hajjdiab, Robert Keynton, Ayman S. El-Baz:
Significant Region-Based Framework for Early Diagnosis of Alzheimer's Disease Using 11C PiB-PET Scans. ICPR 2018: 2989-2994 - [c175]Yaser A. Elnakieb, Matthew Nitzken, Ahmed Shalaby, Omar Dekhil, Ali Mahmoud, Andy Switala, Adel Elmaghraby, Robert Keynton, Mohammed Ghazal, Ashraf Khalil, Gregory Barnes, Ayman El-Baz:
Towards Personalized Autism Diagnosis: Promising Results. ICPR 2018: 3862-3867 - [c174]Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz:
Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone. ICPR 2018: 3886-3891 - [c173]Hisham Abdeltawab, Mohamed Shehata, Ahmed Shalaby, Samineh Mesbah, Maryam El-Baz, Mohammed Ghazal, Yasmina Alkhalil, Mohamed Abou El-Ghar, Amy C. Dwyer, Moumen T. El-Melegy, Ayman El-Baz:
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. ICPR 2018: 3898-3903 - [c172]Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh, Babajide O. Ayinde, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz:
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. ICPR 2018: 3923-3928 - [c171]Islam Reda, Babajide O. Ayinde, Mohammed M. Elmogy, Ahmed Shalaby, Moumen T. El-Melegy, Mohamed Abou El-Ghar, Ahmed Abou El-Fetouh, Mohammed Ghazal, Ayman El-Baz:
A new CNN-based system for early diagnosis of prostate cancer. ISBI 2018: 207-210 - [c170]Heba Kandil, Ahmed Soliman, Luay Fraiwan, Ahmed Shalaby, Ali H. Mahmoud, Ahmed ElTanboly, Adel Elmaghraby, Guruprasad A. Giridharan, Ayman El-Baz:
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system. ISBI 2018: 1365-1368 - [c169]Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz:
Using resting state functional MRI to build a personalized autism diagnosis system. ISBI 2018: 1381-1385 - [c168]Ahmed ElTanboly, Mohammed Ghazal, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz:
An integrated framework for automatic clinical assessment of diabetic retinopathy grade using spectral domain OCT images. ISBI 2018: 1431-1435 - [c167]Moumen T. El-Melegy, Khaled M. Abo El-Magd, Ayman S. El-Baz:
Adaptive Window for Automatic Classification- Based Segmentation of Multimodal Brain Tumor. ISSPIT 2018: 108-113 - [c166]Moustafa Meki, Yu Wang, Palaniappan Sethu, Mohammed Ghazal, Ayman El-Baz, Guruprasad Giridharan:
A Sensorless non-linear Control algorithm for Continuous Flow Right Ventricular Assist Devices. ISSPIT 2018: 147-152 - [c165]Kamal Hammouda,