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ORCIDAyman El-Baz
Ayman S. El-Baz – Ayman Elbaz
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- affiliation: University of Louisville, Department of Bioengineering
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Journal Articles
- 2024
[j77]Derek Abbott, Sonia Aissa, Anuradha Annaswamy, Nirwan Ansari, Jun Cai, Kun-Shan Chen, Yixin Chen, J.-C. Chiao, Ayman El-Baz, Shaikh Fattah, Hoay Gooi, Maya Gokhale, Chih-Lin I, Giuseppe Iannaccone, Yumi Iwashita, Bruce Jacob, Abbas Jamalipour, Bahram Javidi, Weihua Jiang, Okyay Kaynak, Hulya Kirkici, Germano Lambert-Torres, Shengtao Li, Michal Mrozowski, Michele Nappi, Dalma Novak, Hugo Proença, Yi Qian, Zhihua Qu, Susanto Rahardja, Mehrdad Saif, Ali Serpengüzel, Peter H. Siegel, Ashitey Trebi-Ollennu, Daniela Tuninetti, Ge Wang, Keith A. Wear, Andreas Weisshaar, C. Patrick Yue, Enrico Zio:
Editor-in-Chief. IEEE Access 12: i-xi (2024)- [j76]Mohamed El-Sharkawy
, Ahmed Sharafeldeen, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Mohammed Ghazal, Ashraf Sewelam, Aristomenis Thanos, Harpal Singh Sandhu, Ayman El-Baz:
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. IEEE J. Biomed. Health Informatics 28(4): 2079-2090 (2024) - 2023
- [j75]Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali H. Mahmoud, Eric Van Bogaert, Norah Saleh Alghamdi, Alyssa Neubacher, Sohail Contractor, Mohammed Ghazal, Adel Said Elmaghraby, Ayman El-Baz:
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework. IEEE Access 11: 99807-99821 (2023) - [j74]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) - [j73]Ahmed Alksas, Ahmed Shaffie, Mohammed Ghazal, Fatma Taher, Adel Khelifi, Maha Yaghi, Ahmed Soliman, Eric Van Bogaert, Ayman El-Baz:
A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern. Comput. Methods Programs Biomed. 240: 107692 (2023) - [j72]Tasnim Basmaji, Maha Yaghi, Marah Al Halabi, Abdallah Rashed, Huma Zia, Mohamed Mahmoud, Pragasan Palavar, Sara Alkhadhar, Halima Alhmoudi, Mohammad Alkhedher, Ayman Elbaz, Mohammed Ghazal:
AI-powered health monitoring of anode baking furnace pits in aluminum production using autonomous drones. Eng. Appl. Artif. Intell. 122: 106143 (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) - 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) - 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) - 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) - 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) - 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) - 2017
- [j29]Tadashi Araki, Pankaj Kumar Jain, Harman S. Suri, Narendra D. Londhe, Nobutaka Ikeda, Ayman El-Baz, Vimal K. Shrivastava, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Ajay Gupta, Jasjit S. Suri:
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Comput. Biol. Medicine 80: 77-96 (2017) - [j28]Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Abou Elfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Naoufel Werghi, Ayman El-Baz:
A comprehensive non-invasive framework for diagnosing prostate cancer. Comput. Biol. Medicine 81: 148-158 (2017) - [j27]Nabila Eladawi, Mohammed M. Elmogy, Omar Helmy, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Shlomit Schaal, Ayman El-Baz:
Automatic blood vessels segmentation based on different retinal maps from OCTA scans. Comput. Biol. Medicine 89: 150-161 (2017) - [j26]Begonya Garcia-Zapirain, Ahmed Shalaby, Ayman El-Baz, Adel Elmaghraby:
Automated framework for accurate segmentation of pressure ulcer images. Comput. Biol. Medicine 90: 137-145 (2017) - [j25]Ayman El-Baz, Georgy L. Gimel'farb, Kenji Suzuki:
Machine Learning Applications in Medical Image Analysis. Comput. Math. Methods Medicine 2017: 2361061:1-2361061:2 (2017) - [j24]Fahmi Khalifa, Ahmed Soliman, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz:
3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. Comput. Math. Methods Medicine 2017: 9818506:1-9818506:10 (2017) - [j23]Md. Maniruzzaman, Nishith Kumar, Md. Menhazul Abedin, Md. Shaykhul Islam, Harman S. Suri, Ayman S. El-Baz, Jasjit S. Suri:
Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm. Comput. Methods Programs Biomed. 152: 23-34 (2017) - [j22]Ahmed Soliman, Fahmi Khalifa, Ahmed Elnakib, Mohamed Abou El-Ghar, Neal Dunlap, Brian Wang, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz:
Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling. IEEE Trans. Medical Imaging 36(1): 263-276 (2017) - 2016
- [j21]Sumit K. Banchhor, Tadashi Araki, Narendra D. Londhe, Nobutaka Ikeda, Petia Radeva, Ayman El-Baz, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Comput. Methods Programs Biomed. 134: 237-258 (2016) - [j20]Ehsan Hosseini-Asl, Jacek M. Zurada, Georgy L. Gimel'farb, Ayman El-Baz:
3-D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. IEEE Trans. Biomed. Eng. 63(5): 952-963 (2016) - [j19]Amir Alansary, Marwa Ismail, Ahmed Soliman, Fahmi Khalifa, Matthew Nitzken, Ahmed Elnakib, Mahmoud Mostapha, Austin Black, Katie Stinebruner, Manuel F. Casanova, Jacek M. Zurada, Ayman El-Baz:
Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models. IEEE J. Biomed. Health Informatics 20(3): 925-935 (2016) - 2015
- [j18]Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz:
Intramyocardial strain estimation from cardiac cine MRI. Int. J. Comput. Assist. Radiol. Surg. 10(8): 1299-1312 (2015) - [j17]Adriënne M. Mendrik, Koen L. Vincken, Hugo J. Kuijf, Marcel Breeuwer, Willem H. Bouvy, Jeroen de Bresser, Amir Alansary, Marleen de Bruijne, Aaron Carass, Ayman El-Baz, Amod Jog, Ranveer Katyal, Ali R. Khan, Fedde van der Lijn, Qaiser Mahmood, Ryan Mukherjee, Annegreet van Opbroek, Sahil Paneri, Sérgio Pereira, Mikael Persson, Martin Rajchl, Duygu Sarikaya, Örjan Smedby, Carlos A. Silva, Henri A. Vrooman, Saurabh Vyas, Chunliang Wang, Liang Zhao, Geert Jan Biessels, Max A. Viergever:
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Comput. Intell. Neurosci. 2015: 813696:1-813696:16 (2015) - 2014
- [j16]Matthew J. Nitzken, Manuel F. Casanova, Georgy L. Gimel'farb, Tamer Inanc, Jacek M. Zurada, Ayman El-Baz:
Shape Analysis of the Human Brain: A Brief Survey. IEEE J. Biomed. Health Informatics 18(4): 1337-1354 (2014) - 2013
- [j15]Ayman El-Baz, Ahmed Elnakib, Mohamed Abou El-Ghar, Georgy L. Gimel'farb, Robert Falk, Aly A. Farag:
Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans. Int. J. Biomed. Imaging 2013: 517632:1-517632:11 (2013) - [j14]Ayman El-Baz, Garth M. Beache, Georgy L. Gimel'farb, Kenji Suzuki, Kazunori Okada:
Lung Imaging Data Analysis. Int. J. Biomed. Imaging 2013: 618561:1-618561:2 (2013) - [j13]Ayman El-Baz, Garth M. Beache, Georgy L. Gimel'farb, Kenji Suzuki, Kazunori Okada, Ahmed Elnakib, Ahmed Soliman, Behnoush Abdollahi:
Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies. Int. J. Biomed. Imaging 2013: 942353:1-942353:46 (2013) - [j12]Ashish K. Rudra, Ananda S. Chowdhury, Ahmed Elnakib, Fahmi Khalifa, Ahmed Soliman, Garth M. Beache, Ayman El-Baz:
Kidney segmentation using graph cuts and pixel connectivity. Pattern Recognit. Lett. 34(13): 1470-1475 (2013) - [j11]Fahmi Khalifa, Garth M. Beache, Mohamed Abou El-Ghar, Tarek Eldiasty, Georgy L. Gimel'farb, Maiying Kong, Ayman El-Baz:
Dynamic Contrast-Enhanced MRI-Based Early Detection of Acute Renal Transplant Rejection. IEEE Trans. Medical Imaging 32(10): 1910-1927 (2013) - 2012
- [j10]Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Guruprasad A. Giridharan, Ayman El-Baz:
Accurate Automatic Analysis of Cardiac Cine Images. IEEE Trans. Biomed. Eng. 59(2): 445-455 (2012) - [j9]Ayman El-Baz, Ahmed Elnakib, Fahmi Khalifa, Mohamed Abou El-Ghar, Patrick McClure, Ahmed Soliman, Georgy L. Gimel'farb:
Precise Segmentation of 3-D Magnetic Resonance Angiography. IEEE Trans. Biomed. Eng. 59(7): 2019-2029 (2012) - [j8]Ahmed Elnakib, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala, Ayman El-Baz:
Dyslexia Diagnostics by 3-D Shape Analysis of the Corpus Callosum. IEEE Trans. Inf. Technol. Biomed. 16(4): 700-708 (2012) - 2011
- [j7]Ayman El-Baz, Ahmed Elnakib, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala, Desha Jordan, Sabrina Rainey:
Accurate Automated Detection of Autism Related Corpus Callosum Abnormalities. J. Medical Syst. 35(5): 929-939 (2011) - [j6]Ashish K. Rudra, Mainak Sen, Ananda S. Chowdhury, Ahmed Elnakib, Ayman El-Baz:
3D Graph cut with new edge weights for cerebral white matter segmentation. Pattern Recognit. Lett. 32(7): 941-947 (2011) - 2009
- [j5]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
Automatic analysis of 3D low dose CT images for early diagnosis of lung cancer. Pattern Recognit. 42(6): 1041-1051 (2009) - 2008
- [j4]Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala:
An MRI-based diagnostic framework for early diagnosis of dyslexia. Int. J. Comput. Assist. Radiol. Surg. 3(3-4): 181-189 (2008) - 2006
- [j3]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb:
Precise segmentation of multimodal images. IEEE Trans. Image Process. 15(4): 952-968 (2006) - 2005
- [j2]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb:
Iterative Approximation of Empirical Grey-Level Distributions for Precise Segmentation of Multimodal Images. EURASIP J. Adv. Signal Process. 2005(13): 1969-1983 (2005) - [j1]Aly A. Farag, Refaat M. Mohamed, Ayman El-Baz:
A unified framework for MAP estimation in remote sensing image segmentation. IEEE Trans. Geosci. Remote. Sens. 43(7): 1617-1634 (2005)
Conference and Workshop Papers
- 2023
- [c240]Oluwatunmise Akinniyi, Imran Razzak, Md Mahmudur Rahman, Harpal Sandhu, Ayman El-Baz, Fahmi Khalifa:
Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework. ICIP 2023: 1945-1949 - [c239]Hossam Magdy Balaha, Sarah M. Ayyad, Ahmed Alksas, Ali E. Takieldeen, Mohamed A. Badawy, Mohamed Shehata, Mohamed Abou El-Ghar, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz:
Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. ICIP 2023: 2910-2914 - [c238]Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz:
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. ICIP 2023: 3130-3134 - [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]Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, Sohail 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
- [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, Ahmed Soliman, Ahmed Naglah, R. Khaled, M. M. Hussein, Mohammed F. Alrahmawy, Samir Elmougy, Jawad 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, Ashraf Sewelam, Mohamed Azim Mohamed, Ayman El-Baz:
Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images. ISBI 2022: 1-4 - 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
- [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 - 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
- [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, 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 - [c183]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 - [c182]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 - [c181]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 - [c180]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 - [c179]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 - [c178]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 - [c177]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 - [c176]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 - [c175]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 - [c174]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 - [c173]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 - [c172]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 - [c171]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 - [c170]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 - [c169]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 - [c168]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 - [c167]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 - [c166]Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Adel Elmaghraby, Ayman El-Baz:
MRI Markers for Early Assessment of Bladder Cancer: A Review. ISSPIT 2018: 185-191 - [c165]Hisham Abdeltawab, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Tamer Mohamed, Guruprasad Giridharan, Ayman El-Baz:
Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey. ISSPIT 2018: 270-275 - [c164]Mohamed Shehata, Fatma Taher, Mohammed Ghazal, Ali Mahmoud, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Adel Elmaghraby, Ayman El-Baz:
Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol. ISSPIT 2018: 297-302 - [c163]Mohamed Shaban, Zeliha Ogur, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Harpal Sandhu, Henry Kaplan, Ayman El-Baz:
Automated Staging of Diabetic Retinopathy Using a 2D Convolutional Neural Network. ISSPIT 2018: 354-358 - [c162]Fatma Taher, Ali Mahmoud, Ahmed Shalaby, Ayman El-Baz:
A Review on the Cerebrovascular Segmentation Methods. ISSPIT 2018: 359-364 - [c161]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 Significant Regional-based Diagnosis System for Early Detection of Alzheimer's Disease Using sMRI Scans. ISSPIT 2018: 407-412 - [c160]Hisham Abdeltawab, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Tamer Mohamed, Guruprasad Giridharan, Ayman El-Baz:
Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey. ISSPIT 2018: 423-428 - [c159]Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Robert Keynton, Adel Elmaghraby, Ayman El-Baz:
On The Integration of CT-Derived Features for Accurate Detection of Lung Cancer. ISSPIT 2018: 435-440 - [c158]Yaser A. Elnakieb, Mohamed T. Ali, Omar Dekhil, Mohamed E. Khalefa, Ahmed Soliman, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Hassan Hajjdiab, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz:
Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI. ISSPIT 2018: 447-452 - [c157]Ahmed Naglah, Fahmi Khalifa, Ali Mahmoud, Mohammed Ghazal, Paul Jones, Teena Murray, Adel Said Elmaghraby, Ayman El-Baz:
Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning. ISSPIT 2018: 459-464 - [c156]Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz:
A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT 2018: 465-469 - [c155]Omar Dekhil, Fatma Taher, Fahmi Khalifa, Garth M. Beache, Adel Elmaghraby, Ayman El-Baz:
A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. ISSPIT 2018: 507-511 - [c154]Nagwa ElBaz, Rajat Chauhan, Kurtis T. James, Danial A. Malik, Mingming Zhu, Ayman El-Baz, Robert S. Keynton, Chin K. Ng, Paula J. Bates, Tariq Malik, Martin G. OaToole:
Gold Nanoparticles Conjugate Cancer-Targeting Aptamer and Gadolinium Chelate for MR Cancer Imaging. ISSPIT 2018: 520-525 - [c153]Omar Dekhil, Fatma Taher, Fahmi Khalifa, Garth M. Beache, Adel Elmaghraby, Ayman El-Baz:
A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. ISSPIT 2018: 602-606 - [c152]Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz:
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT 2018: 607-611 - [c151]Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz:
A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT 2018: 616-620 - [c150]Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz:
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT 2018: 621-625 - [c149]Heba Kandil, Ahmed Soliman, Fatma Taher, Ali Mahmoud, Adel Elmaghraby, Ayman El-Baz:
Using 3-D CNNs and Local Blood Flow Information to Segment Cerebral Vasculature. ISSPIT 2018: 701-705 - [c148]Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Hassan Hajjdiab, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Robert Keynton, Ayman S. El-Baz, Gregory N. Barnes:
A Cortical Based Diagnosis System for MCI Based on sMRI Features Fusion. IST 2018: 1-6 - [c147]Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Mohammed Ghazal, Francesco Pichi, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz:
An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection. IST 2018: 1-6 - [c146]Heba Kandil, Ahmed Soliman, Mohammed Ghazal, Ali Mahmoud, Ahmed ElTanboly, Samineh Mesbah, Ali Aslantas, Ahmed Shalaby, Guruprasad A. Giridharan, Adel Elmaghraby, Ayman El-Baz:
A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure. IST 2018: 1-6 - [c145]Islam Reda, Ahmed Shalaby, Mohammed Elmogy, Mohammed Ghazal, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz:
A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation. IST 2018: 1-5 - [c144]Ahmed Shalaby, Hassan Hajjdiab, Mohammed Ghazal, Islam Reda, Mohammed Elmogy, Ahmed Aboulfotouh, Ali Mahmoud, Ahmed El-giziri, Adel Elmaghraby, Ayman El-Baz:
Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review. IST 2018: 1-6 - [c143]Mohamed Shehata, Mohammed Ghazal, Fahmi Khalifa, Mohamed Abou El-Ghar, Ashraf Khalil, Amy C. Dwyer, Ahmed El-giziri, Moumen T. El-Melegy, Ayman El-Baz:
A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers. IST 2018: 1-6 - [c142]Omar Dekhil, Mohamed T. Ali, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz:
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. MICCAI (3) 2018: 240-248 - 2017
- [c141]Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz:
A new deep-learning approach for early detection of shape variations in autism using structural mri. ICIP 2017: 1057-1061 - [c140]Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz:
A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer. ICIP 2017: 1372-1376 - [c139]Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Mohammed Ghazal, Ahmed Atwan, Gregory Barnes, Manuel F. Casanova, Robert Keynton, Ayman S. El-Baz:
A novel CAD system for local and global early diagnosis of Alzheimer's disease based on PIB-PET scans. ICIP 2017: 3270-3274 - [c138]Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Mohammed Ghazal, Ayman El-Baz:
A comprehensive framework for early assessment of lung injury. ICIP 2017: 3275-3279 - [c137]Samineh Mesbah, Ahmed Shalaby, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz:
Automatic 3-D muscle and fat segmentation of thigh magnetic resonance images in individuals with spinal cord injury. ICIP 2017: 3280-3284 - [c136]Fahmi Khalifa, Mohamed Shehata, Ahmed Soliman, Mohamed Abou El-Ghar, Tarek Eldiasty, Amy C. Dwyer, Moumen T. El-Melegy, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz:
A generalized MRI-based CAD system for functional assessment of renal transplant. ISBI 2017: 758-761 - [c135]Omar Dekhil, M. Ismail, Ahmed Shalaby, Andrew E. Switala, Adel Said Elmaghraby, Robert Keynton, Georgy L. Gimel'farb, Gregory Barnes, Ayman El-Baz:
A novel CAD system for autism diagnosis using structural and functional MRI. ISBI 2017: 995-998 - [c134]Samineh Mesbah, Ahmed Shalaby, Sean Stills, Ahmed Soliman, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz:
A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue. MICCAI (2) 2017: 703-711 - [c133]Safa Salahat, Ahmed Soliman, Tim McGloughlin, Naoufel Werghi, Ayman El-Baz:
Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model. MIUA 2017: 219-228 - 2016
- [c132]Ahmed ElTanboly, Marwa Ismail, Andrew E. Switala, M. Mahmoud, Ahmed Soliman, T. Neyer, A. Palacio, A. Hadayer, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz:
A novel automatic segmentation of healthy and diseased retinal layers from OCT scans. ICIP 2016: 116-120 - [c131]Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Ni Liu, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz:
Image-based CAD system for accurate identification of lung injury. ICIP 2016: 121-125 - [c130]Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz:
Alzheimer's disease diagnostics by adaptation of 3D convolutional network. ICIP 2016: 126-130 - [c129]Mohamed Shehata, Fahmi Khalifa, Elizabeth Hollis, Ahmed Soliman, Ehsan Hosseini-Asl, Mohamed Abou El-Ghar, Maryam El-Baz, Amy C. Dwyer, Ayman El-Baz, Robert Keynton:
A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI. ICIP 2016: 136-140 - [c128]Islam Reda, Ahmed Shalaby, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Naoufel Werghi, Robert Keynton, Ayman El-Baz:
Computer-aided diagnostic tool for early detection of prostate cancer. ICIP 2016: 2668-2672 - [c127]Fahmi Khalifa, Ahmed Soliman, Amy C. Dwyer, Georgy L. Gimel'farb, Ayman El-Baz:
A random forest-based framework for 3D kidney segmentation from dynamic contrast-enhanced CT images. ICIP 2016: 3399-3403 - [c126]Marwa Ismail, Ahmed Soliman, Ahmed ElTanboly, Andrew E. Switala, Mona Mahmoud, Fahmi Khalifa, Georgy L. Gimel'farb, Manuel F. Casanova, Robert Keynton, Ayman El-Baz:
Detection of white matter abnormalities in MR brain images for diagnosis of autism in children. ISBI 2016: 6-9 - [c125]Fahmi Khalifa, Ahmed Soliman, Ali E. Takieldeen, Mohamed Shehata, Mahmoud Mostapha, Ahmed Shaffie, Rosemary Ouseph, Adel Elmaghraby, Ayman El-Baz:
Kidney segmentation from CT images using a 3D NMF-guided active contour model. ISBI 2016: 432-435 - [c124]Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Ali E. Takieldeen, Mohamed Abou El-Ghar, Ahmed Shaffie, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz, Robert Keynton:
3D diffusion MRI-based CAD system for early diagnosis of acute renal rejection. ISBI 2016: 1177-1180 - [c123]Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Ehsan Hosseini-Asl, Ayman El-Baz, Robert Keynton:
A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. ISBI 2016: 1237-1240 - [c122]Ahmed Soliman, Fahmi Khalifa, Neal Dunlap, Brian Wang, Mohamed Abou El-Ghar, Ayman El-Baz:
An ISO-surfaces based local deformation handling framework of lung tissues. ISBI 2016: 1253-1256 - [c121]Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Ayman El-Baz:
Detection of lung injury using 4D-CT chest images. ISBI 2016: 1274-1277 - [c120]Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Aboulfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Georgy L. Gimel'farb, Ayman El-Baz:
Image-Based Computer-Aided Diagnostic System for Early Diagnosis of Prostate Cancer. MICCAI (1) 2016: 610-618 - [c119]Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Mohamed Abou El-Ghar, Amy C. Dwyer, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz:
A Promising Non-invasive CAD System for Kidney Function Assessment. MICCAI (3) 2016: 613-621 - 2015
- [c118]Mahmoud Mostapha, Manuel F. Casanova, Ayman El-Baz:
A novel framework for the segmentationof mrinfant brain images. ICIP 2015: 88-92 - [c117]Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz:
Automatic segmentation of pathological lung using incremental nonnegative matrix factorization. ICIP 2015: 3111-3115 - [c116]Ahmed Soliman, Ahmed Elnakib, Fahmi Khalifa, Mohamed Abou El-Ghar, Ayman El-Baz:
Segmentationof pathological lungs from CT chest images. ICIP 2015: 3655-3659 - [c115]Marwa Ismail, Mahmoud Mostapha, Ahmed Soliman, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Manuel Casanova, Ayman El-Baz:
Segmentation of infant brain MR images based on adaptive shape prior and higher-order MGRF. ICIP 2015: 4327-4331 - [c114]Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Rahaf Alrefai, Mohamed Abou El-Ghar, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz:
A level set-based framework for 3D kidney segmentation from diffusion MR images. ICIP 2015: 4441-4445 - [c113]Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Rahaf Alrefai, Mohamed Abou El-Ghar, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz:
A novel framework for automatic segmentation of kidney from DW-MRI. ISBI 2015: 951-954 - [c112]Yi Li, Adel Said Elmaghraby, Ayman El-Baz, Estate M. Sokhadze:
Using physiological signal analysis to design affective VR games. ISSPIT 2015: 57-62 - [c111]Ni Liu, Ahmed Soliman, Georgy L. Gimel'farb, Ayman El-Baz:
Segmenting Kidney DCE-MRI Using 1st-Order Shape and 5th-Order Appearance Priors. MICCAI (1) 2015: 77-84 - [c110]Mahmoud Mostapha, Manuel Casanova, Georgy L. Gimel'farb, Ayman El-Baz:
Towards Non-invasive Image-Based Early Diagnosis of Autism. MICCAI (2) 2015: 160-168 - 2014
- [c109]Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz:
Lung segmentation based on Nonnegative Matrix Factorization. ICIP 2014: 877-881 - [c108]Mahmoud Mostapha, Ahmed Soliman, Fahmi Khalifa, Ahmed Elnakib, Amir Alansary, Matthew Nitzken, Manuel F. Casanova, Ayman El-Baz:
A statistical framework for the classification of infant DT images. ICIP 2014: 2222-2226 - [c107]Hisham Sliman, Ahmed Elnakib, Garth M. Beache, Ahmed Soliman, Fahmi Khalifa, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz:
A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images. ICIP 2014: 3537-3541 - [c106]Amir Alansary, Ahmed Soliman, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Mahmoud Mostapha, Manuel F. Casanova, Ayman El-Baz:
An integrated geometrical and stochastic approach for accurate infant brain extraction. ICIP 2014: 3542-3546 - [c105]Mahmoud Mostapha, Amir Alansary, Ahmed Soliman, Fahmi Khalifa, Matthew Nitzken, Rasha Khodeir, Manuel F. Casanova, Ayman El-Baz:
Atlas-based approach for the segmentation of infant DTI MR brain images. ISBI 2014: 1255-1258 - 2013
- [c104]Fahmi Khalifa, Garth M. Beache, Ahmed Elnakib, Hisham Sliman, Georgy L. Gimel'farb, Karla Conn Welch, Ayman El-Baz:
A new shape-based framework for the left ventricle wall segmentation from cardiac first-pass perfusion mri. ISBI 2013: 41-44 - [c103]Ahmed Soliman, Fahmi Khalifa, Amir Alansary, Georgy L. Gimel'farb, Ayman El-Baz:
Segmentation of lung region based on using parallel implementation of joint MGRF: Validation on 3D realistic lung phantoms. ISBI 2013: 864-867 - 2012
- [c102]Matthew Nitzken, Garth M. Beache, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Ayman El-Baz:
Accurate modeling of tagged CMR 3D image appearance characteristics to improve cardiac cycle strain estimation. ICIP 2012: 521-524 - [c101]Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Robert Falk:
Appearance-based diagnostic system for early assessment of malignant lung nodules. ICIP 2012: 533-536 - [c100]Fahmi Khalifa, Garth M. Beache, Ahmad Firjani, Karla Conn Welch, Georgy L. Gimel'farb, Ayman El-Baz:
A new nonrigid registration approach for motion correction of cardiac first-pass perfusion MRI. ICIP 2012: 1665-1668 - [c99]Behnoush Abdollahi, Ahmed Soliman, Ali Cahid Civelek, Xiao-Feng Li, Georgy L. Gimel'farb, Ayman El-Baz:
A novel Gaussian Scale Space-based joint MGRF framework for precise lung segmentation. ICIP 2012: 2029-2032 - [c98]Ahmed Elnakib, Georgy L. Gimel'farb, Tamer Inanc, Ayman El-Baz:
Modified Akaike information criterion for estimating the number of components in a probability mixture model. ICIP 2012: 2497-2500 - [c97]Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz:
A novel image-based approach for early detection of prostate cancer. ICIP 2012: 2849-2852 - [c96]Ahmed Elnakib, Matthew Nitzken, Manuel Casanova, H.-Y. Park, Georgy L. Gimel'farb, Ayman El-Baz:
Quantification of age-related brain cortex change using 3D shape analysis. ICPR 2012: 41-44 - [c95]Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz:
A novel CAD system for analyzing cardiac first-pass MR images. ICPR 2012: 77-80 - [c94]Ananda S. Chowdhury, Rounak Roy, Sumon Kr. Bose, Fahmi Khalifa, Ahmed Elnakib, Ayman El-Baz:
Non-rigid biomedical image registration using graph cuts with a novel data term. ISBI 2012: 446-449 - [c93]Matthew Nitzken, Garth M. Beache, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Ayman El-Baz:
Improving full-cardiac cycle strain estimation from tagged CMR by accurate modeling of 3D image appearance characteristics. ISBI 2012: 462-465 - [c92]Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz:
A new nonrigid registration framework for improved visualization of transmural perfusion gradients on cardiac first-pass perfusion MRI. ISBI 2012: 828-831 - [c91]Ayman El-Baz, Ahmed Soliman, Patrick McClure, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Robert Falk:
Early assessment of malignant lung nodules based on the spatial analysis of detected lung nodules. ISBI 2012: 1463-1466 - [c90]Behnoush Abdollahi, Ahmed Soliman, Ali Cahid Civelek, Xiao-Feng Li, Georgy L. Gimel'farb, Ayman El-Baz:
A Novel 3D Joint MGRF Framework for Precise Lung Segmentation. MLMI 2012: 86-93 - [c89]Ayman El-Baz, Fahmi Khalifa, Ahmed Elnakib, Matthew Nitzken, Ahmed Soliman, Patrick McClure, Mohamed Abou El-Ghar, Georgy L. Gimel'farb:
A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model. MICCAI (2) 2012: 114-121 - 2011
- [c88]Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz:
Non-Invasive Image-Based Approach for Early Detection of Prostate Cancer. DeSE 2011: 172-177 - [c87]Behnaz Abdollahi, Ayman El-Baz, Amir A. Amini:
A multi-scale non-linear vessel enhancement technique. EMBC 2011: 3925-3929 - [c86]Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Said Elmaghraby, Ayman El-Baz:
3D automatic approach for precise segmentation of the prostate from Diffusion-Weighted Magnetic Resonance Imaging. ICIP 2011: 2285-2288 - [c85]Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz:
A new framework for automated segmentation of left ventricle wall from contrast enhanced cardiac magnetic resonance images. ICIP 2011: 2289-2292 - [c84]Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz:
A novel approach for accurate estimation of left ventricle global indexes from short-axis cine MRI. ICIP 2011: 2645-2648 - [c83]Matthew Nitzken, Manuel Casanova, Georgy L. Gimel'farb, Ahmed Elnakib, Fahmi Khalifa, Andrew E. Switala, Ayman El-Baz:
3D shape analysis of the brain cortex with application to dyslexia. ICIP 2011: 2657-2660 - [c82]Fahmi Khalifa, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Guela Sokhadze, Samantha Manning, Patrick McClure, Rosemary Ouseph, Ayman El-Baz:
A new deformable model-based segmentation approach for accurate extraction of the kidney from abdominal CT images. ICIP 2011: 3393-3396 - [c81]Ayman El-Baz, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules. IPMI 2011: 772-783 - [c80]Ayman El-Baz, Matthew Nitzken, Eric Vanbogaert, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
A novel shape-based diagnostic approach for early diagnosis of lung nodules. ISBI 2011: 137-140 - [c79]Ahmed Elnakib, Garth M. Beache, Matthew Nitzken, Georgy L. Gimel'farb, Ayman El-Baz:
A new framework for automated identification of pathological tissues in contrast enhanced cardiac magnetic resonance images. ISBI 2011: 1272-1275 - [c78]Fahmi Khalifa, Garth M. Beache, Matthew Nitzken, Georgy L. Gimel'farb, Guruprasad A. Giridharan, Ayman El-Baz:
Automatic analysis of left ventricle wall thickness using short-axis cine CMR images. ISBI 2011: 1306-1309 - [c77]Ahmad Firjani, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, J. Suri, Adel Elmaghraby, Ayman El-Baz:
A new 3D automatic segmentation framework for accurate segmentation of prostate from DCE-MRI. ISBI 2011: 1476-1479 - [c76]Ahmed Elnakib, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala, Ayman El-Baz:
Autism diagnostics by centerline-based shape analysis of the Corpus Callosum. ISBI 2011: 1843-1846 - [c75]Matthew Nitzken, Manuel Casanova, Georgy L. Gimel'farb, Fahmi Khalifa, Ahmed Elnakib, Andrew E. Switala, Ayman El-Baz:
3D shape analysis of the brain cortex with application to autism. ISBI 2011: 1847-1850 - [c74]Ayman El-Baz, Matthew Nitzken, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules. MICCAI (3) 2011: 175-182 - [c73]Fahmi Khalifa, Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Rosemary Ouseph, Guela Sokhadze, Samantha Manning, Patrick McClure, Ayman El-Baz:
3D Kidney Segmentation from CT Images Using a Level Set Approach Guided by a Novel Stochastic Speed Function. MICCAI (3) 2011: 587-594 - 2010
- [c72]Fahmi Khalifa, Garth M. Beache, Ayman El-Baz, Georgy L. Gimel'farb:
Deformable model guided by stochastic speed with application in cine images segmentation. ICIP 2010: 1725-1728 - [c71]Ananda S. Chowdhury, Ashish K. Rudra, Mainak Sen, Ahmed Elnakib, Ayman El-Baz:
Cerebral white matter segmentation from MRI using probabilistic graph cuts and geometric shape priors. ICIP 2010: 3649-3652 - [c70]Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala:
Image-based detection of Corpus Callosum variability for more accurate discrimination between autistic and normal brains. ICIP 2010: 4337-4340 - [c69]Ayman El-Baz, Palaniappan Sethu, Georgy L. Gimel'farb, Fahmi Khalifa, Ahmed Elnakib, Robert Falk, Mohamed Abou El-Ghar:
A new validation approach for the growth rate measurement using elastic phantoms generated by state-of-the-art microfluidics technology. ICIP 2010: 4381-4384 - [c68]Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Andrew E. Switala:
Dyslexia Diagnostics by Centerline-Based Shape Analysis of the Corpus Callosum. ICPR 2010: 261-264 - [c67]Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Rosemary Ouseph, Mohamed Abou El-Ghar:
Shape-Appearance Guided Level-Set Deformable Model for Image Segmentation. ICPR 2010: 4581-4584 - [c66]Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala:
Image-based detection of corpus callosum variability for more accurate discrimination between dyslexic and normal brains. ISBI 2010: 109-112 - [c65]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
Appearance analysis for diagnosing malignant lung nodules. ISBI 2010: 193-196 - [c64]Ahmad Firjani, Ahmed Elnakib, Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby:
A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior. ISSPIT 2010: 137-143 - [c63]Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar:
Non-invasive Image-Based Approach for Early Detection of Acute Renal Rejection. MICCAI (1) 2010: 10-18 - [c62]Ahmad Firjani, Ahmed Elnakib, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby:
Novel Stochastic Framework for Accurate Segmentation of Prostate in Dynamic Contrast Enhanced MRI. Prostate Cancer Imaging 2010: 121-130 - 2009
- [c61]Ayman El-Baz, Georgy L. Gimel'farb:
Robust image segmentation using learned priors. ICCV 2009: 857-864 - [c60]Refaat M. Mohamed, Ayman El-Baz, James Navalta:
Assessment of exercise-induced immune cell apoptosis using morphological image processing. ICIP 2009: 2649-2652 - [c59]Ayman El-Baz, Georgy L. Gimel'farb, Vedant Kumar, Robert Falk, Mohamed Abou El-Ghar:
3D Joint Markov-Gibbs Model for Segmenting the Blood Vessels from MRA. ISBI 2009: 1366-1369 - [c58]Ayman El-Baz, Georgy L. Gimel'farb:
Robust Medical Images Segmentation Using Learned Shape and Appearance Models. MICCAI (1) 2009: 281-288 - [c57]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Sabrina Rainey, David Heredia, Teresa Shaffer:
Toward Early Diagnosis of Lung Cancer. MICCAI (1) 2009: 682-689 - [c56]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Vedant Kumar, David Heredia:
A Novel 3D Joint Markov-Gibbs Model for Extracting Blood Vessels from PC-MRA Images. MICCAI (1) 2009: 943-950 - 2008
- [c55]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Trevor Holland, Teresa Shaffer:
A Framework for Unsupervised Segmentation of Lung Tissues from Low Dose Computed Tomography Images. BMVC 2008: 1-10 - [c54]Ayman El-Baz, Georgy L. Gimel'farb:
Image segmentation with a parametric deformable model using shape and appearance priors. CVPR 2008 - [c53]Ayman El-Baz, Georgy L. Gimel'farb:
Global image registration based on learning the prior appearance model. CVPR 2008 - [c52]Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar:
A novel image analysis approach for accurate identification of acute renal rejection. ICIP 2008: 1812-1815 - [c51]Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala, Eric Vanbogaert, Russ McCracken:
A new CAD system for early diagnosis of dyslexic brains. ICIP 2008: 1820-1823 - [c50]Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala, Eric Vanbogaert, Russ McCracken:
Dyslexia diagnostics by 3D texture analysis of cerebral white matter gyrifications. ICPR 2008: 1-4 - [c49]Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar:
Image analysis approach for identification of renal transplant rejection. ICPR 2008: 1-4 - [c48]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
A new approach for automatic analysis of 3D low dose CT images for accurate monitoring the detected lung nodules. ICPR 2008: 1-4 - [c47]Ayman El-Baz, Georgy L. Gimel'farb:
A novel approach for global registration of medical images based on learning the prior appearance model. ISBI 2008: 784-787 - [c46]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Huda Refaie:
Promising results for early diagnosis of lung cancer. ISBI 2008: 1151-1154 - [c45]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Trevor Holland, Teresa Shaffer:
A New Stochastic Framework for Accurate Lung Segmentation. MICCAI (1) 2008: 322-330 - 2007
- [c44]Ayman El-Baz, Georgy L. Gimel'farb:
A New Framework for Automatic Registration of 2D/3D Texture Images. BMVC 2007: 1-10 - [c43]Ayman El-Baz, Georgy L. Gimel'farb:
EM Based Approximation of Empirical Distributions with Linear Combinations of Discrete Gaussians. ICIP (4) 2007: 373-376 - [c42]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
A New CAD System for Early Diagnosis of Detected Lung Nodules. ICIP (2) 2007: 461-464 - [c41]Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar:
A Novel Approach for Automatic Follow-Up of Detected Lung Nodules. ICIP (5) 2007: 501-504 - [c40]Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala:
A New Image Analysis Approach for Automatic Classification of Autistic Brains. ISBI 2007: 352-355 - [c39]Asem M. Ali, Ayman El-Baz, Aly A. Farag:
A Novel Framework for Accurate Lung Segmentation Using Graph Cuts. ISBI 2007: 908-911 - [c38]Rachid Fahmi, Ayman El-Baz, Hossam El Din Hassan Abd El Munim, Aly A. Farag, Manuel Casanova:
Classification Techniques for Autistic vs. Typically Developing Brain Using MRI Data. ISBI 2007: 1348-1351 - [c37]Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar:
New Motion Correction Models for Automatic Identification of Renal Transplant Rejection. MICCAI (2) 2007: 235-243 - [c36]Asem M. Ali, Aly A. Farag, Ayman El-Baz:
Graph Cuts Framework for Kidney Segmentation with Prior Shape Constraints. MICCAI (1) 2007: 384-392 - [c35]Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala:
Autism Diagnostics by 3D Texture Analysis of Cerebral White Matter Gyrifications. MICCAI (2) 2007: 882-890 - 2006
- [c34]Ayman S. El-Baz, Aly A. Farag, Hossam El Din Hassan Abd El Munim, Seniha Esen Yüksel:
Level Set Segmentation Using Statistical Shape Priors. CVPR Workshops 2006: 78 - [c33]Ayman El-Baz, Aly A. Farag, Asem M. Ali, Georgy L. Gimel'farb, Manuel Casanova:
A Framework for Unsupervised Segmentation of Multi-modal Medical Images. CVAMIA 2006: 120-131 - [c32]Rachid Fahmi, Aly A. Farag, Ayman El-Baz:
New Deformable Registration Technique Using Scale Space and Curve Evolution Theory and A Finite Element Based Validation Framework. EMBC 2006: 3041-3044 - [c31]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty:
Fast Unsupervised Segmentation of 3D Magnetic Resonance Angiography. ICIP 2006: 93-96 - [c30]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Alaa E. Abdel-Hakim:
Image Alignment Using Learning Prior Appearance Model. ICIP 2006: 341-344 - [c29]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Tarek Eldiasty:
A Framework for Automatic Segmentation of Lung Nodules from Low Dose Chest CT Scans. ICPR (3) 2006: 611-614 - [c28]Ayman El-Baz, Aly A. Farag, Rachid Fahmi, Seniha Esen Yüksel, Mohamed Abou El-Ghar, Tarek Eldiasty:
Image Analysis of Renal DCE MRI for the Detection of Acute Renal Rejection. ICPR (3) 2006: 822-825 - [c27]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty:
Probabilistic Modeling of Blood Vessels for Segmenting MRA Images. ICPR (3) 2006: 917-920 - [c26]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Alaa E. Abdel-Hakim:
Robust Image Registration Based on Markov-Gibbs Appearance Model. ICPR (2) 2006: 1204-1207 - [c25]Aly A. Farag, Ayman El-Baz, Seniha Esen Yüksel, Mohamed Abou El-Ghar, Tarek Eldiasty:
A framework for the detection of acute renal rejection with dynamic contrast enhanced magnetic resonance imaging. ISBI 2006: 418-421 - [c24]Ayman El-Baz, Rachid Fahmi, Seniha Esen Yüksel, Aly A. Farag, William Miller, Mohamed Abou El-Ghar, Tarek Eldiasty:
A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRI. MICCAI (2) 2006: 446-453 - [c23]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Tarek Eldiasty, Salwa Elshazly:
Appearance Models for Robust Segmentation of Pulmonary Nodules in 3D LDCT Chest Images. MICCAI (1) 2006: 662-670 - [c22]Ayman El-Baz, Asem M. Ali, Aly A. Farag, Georgy L. Gimel'farb:
A Novel Approach for Image Alignment Using a Markov-Gibbs Appearance Model. MICCAI (2) 2006: 734-741 - [c21]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty:
A New Adaptive Probabilistic Model of Blood Vessels for Segmenting MRA Images. MICCAI (2) 2006: 799-806 - [c20]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb:
Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model. SSPR/SPR 2006: 65-73 - 2005
- [c19]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb:
Stochastic Deformable Model. BMVC 2005 - [c18]Ayman El-Baz, Refaat M. Mohamed, Aly A. Farag, Georgy L. Gimel'farb:
Unsupervised Segmentation of Multi-Modal Images by a Precise Approximation of Individual Modes with Linear Combinations of Discrete Gaussians. CVPR Workshops 2005: 54 - [c17]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Stephen G. Hushek:
Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images. MICCAI 2005: 34-42 - [c16]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty:
Quantitative Nodule Detection in Low Dose Chest CT Scans: New Template Modeling and Evaluation for CAD System Design. MICCAI 2005: 720-728 - [c15]Ayman El-Baz, Seniha Esen Yüksel, Hongjian Shi, Aly A. Farag, Mohamed Abou El-Ghar, Tarek Eldiasty, Mohamed A. Ghoneim:
2D and 3D Shape Based Segmentation Using Deformable Models. MICCAI (2) 2005: 821-829 - [c14]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb:
Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images. SCIA 2005: 1128-1137 - [c13]Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb:
MGRF Controlled Stochastic Deformable Model. SCIA 2005: 1138-1147 - 2004
- [c12]Aly A. Farag, M. Sabry Hassouna, Ayman El-Baz, Stephen G. Hushek:
Real-time vision-based approach for probe tracking in operating room. CARS 2004: 467-472 - [c11]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb:
Precise Image Segmentation by Iterative EM-Based Approximation of Empirical Grey Level Distributions with Linear Combinations of Gaussians. CVPR Workshops 2004: 109 - [c10]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb:
Density estimation using modified expectation-maximization algorithm for a linear combination of gaussians. ICIP 2004: 1871-1874 - [c9]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk:
Detection and recognition of lung nodules in spiral ct images using deformable templates and bayesian post-classification. ICIP 2004: 2921-2924 - [c8]Georgy L. Gimel'farb, Aly A. Farag, Ayman El-Baz:
Expectation-Maximization for a Linear Combination of Gaussians. ICPR (3) 2004: 422-425 - [c7]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk:
Detection and Recognition of Lung Abnormalities Using Deformable Templates. ICPR (3) 2004: 738-741 - [c6]Ayman El-Baz, Refaat M. Mohamed, Aly A. Farag:
Advanced Support Vector Machines for Image Modeling Using Gibbs-Markov Random Field. International Conference on Computational Intelligence 2004: 306-309 - [c5]Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Stephen G. Hushek:
Automatic Detection and Recognition of Lung Abnormalities in Helical CT Images Using Deformable Templates. MICCAI (2) 2004: 856-864 - 2003
- [c4]Ayman El-Baz, Aly A. Farag, Robert Falk, Renato La Rocca:
A unified approach for detection, visualization, and identification of lung abnormalities in chest spiral CT scans. CARS 2003: 998-1004 - [c3]Ayman El-Baz, Aly A. Farag, Robert Falk, Renato La Rocca:
Automatic identification of lung abnormalities in chest spiral CT scans. ICASSP (2) 2003: 261-264 - [c2]Ayman El-Baz, Aly A. Farag:
Image segmentation using GMRF models: parameters estimation and applications. ICIP (2) 2003: 177-180 - 2000
- [c1]Mohamed A. Yakout, AbdelFattah I. Abdelfattah, Ayman S. El-Baz:
BiCMOS current conveyor: design and application. ISCAS 2000: 463-466
Informal and Other Publications
- 2020
- [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) - 2016
- [i2]Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz:
Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network. CoRR abs/1607.00455 (2016) - [i1]Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Ayman El-Baz:
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network. CoRR abs/1607.00556 (2016)
Coauthor Index
Gregory Barnes 0001
aka: Gregory N. Barnes
aka: Gregory N. Barnes
Manuel Casanova
aka: Manuel F. Casanova
aka: Manuel F. Casanova
[j68] [j61] [j57] [j56] [j49] [j32] [j28] [j22] [j15] [j11] [j9] [j5] [c239] [c219] [c217] [c208] [c205] [c203] [c201] [c199] [c191] [c184] [c183] [c174] [c173] [c172] [c164] [c156] [c151] [c145] [c143] [c136] [c129] [c128] [c124] [c123] [c122] [c120] [c119] [c116] [c114] [c113] [c101] [c97] [c91] [c89] [c88] [c86] [c82] [c81] [c80] [c77] [c74] [c73] [c69] [c67] [c65] [c64] [c63] [c62] [c59] [c57] [c56] [c52] [c49] [c48] [c46] [c42] [c41] [c37] [c31] [c29] [c28] [c27] [c25] [c24] [c23] [c21] [c16] [c15]
Adel Said Elmaghraby
aka: Adel Elmaghraby
aka: Adel Elmaghraby
[j75] [j59] [j30] [j26] [j24] [c234] [c218] [c212] [c211] [c204] [c201] [c200] [c198] [c188] [c187] [c186] [c182] [c181] [c180] [c178] [c176] [c173] [c171] [c166] [c164] [c159] [c158] [c157] [c156] [c155] [c153] [c151] [c149] [c146] [c145] [c144] [c142] [c140] [c138] [c135] [c131] [c125] [c121] [c112] [c107] [c97] [c88] [c86] [c77] [c64] [c62]
Mohammed M. Elmogy
aka: Mohammed Elmogy
aka: Mohammed Elmogy
[j76] [j66] [j65] [j52] [j47] [j22] [j19] [j18] [j15] [j13] [j12] [j9] [j8] [j7] [j6] [c235] [c231] [c225] [c192] [c116] [c115] [c108] [c107] [c106] [c104] [c102] [c98] [c97] [c96] [c94] [c93] [c89] [c88] [c86] [c85] [c83] [c81] [c79] [c77] [c76] [c75] [c74] [c73] [c71] [c70] [c69] [c68] [c66] [c64] [c62]
[j76] [j75] [j73] [j72] [j68] [j67] [j66] [j64] [j63] [j61] [j58] [j57] [j55] [j54] [j53] [j52] [j49] [j47] [j45] [j43] [j42] [j40] [j39] [j38] [j37] [j36] [j35] [j32] [c239] [c238] [c237] [c236] [c234] [c233] [c232] [c231] [c230] [c229] [c226] [c225] [c224] [c223] [c222] [c221] [c219] [c218] [c214] [c212] [c211] [c210] [c209] [c208] [c207] [c206] [c205] [c204] [c203] [c202] [c201] [c200] [c199] [c198] [c197] [c196] [c195] [c194] [c193] [c192] [c191] [c190] [c189] [c188] [c187] [c186] [c183] [c182] [c181] [c179] [c177] [c176] [c175] [c174] [c173] [c172] [c170] [c169] [c167] [c166] [c165] [c164] [c163] [c161] [c160] [c159] [c158] [c157] [c156] [c152] [c151] [c150] [c148] [c147] [c146] [c145] [c144] [c143] [c142] [c140] [c139] [c138]
[j44] [j32] [j28] [j25] [j24] [j22] [j20] [j18] [j16] [j15] [j14] [j13] [j11] [j10] [j9] [j8] [j7] [j5] [j4] [j3] [j2] [c213] [c181] [c179] [c140] [c138] [c136] [c135] [c131] [c127] [c126] [c120] [c119] [c115] [c111] [c110] [c107] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c93] [c92] [c91] [c90] [c89] [c88] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [c70] [c69] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c37] [c35] [c33] [c31] [c30] [c29] [c27] [c26] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c14] [c13] [c11] [c10] [c9] [c8] [c7] [c5] [i1]
Guruprasad A. Giridharan
aka: Guruprasad Giridharan
aka: Guruprasad Giridharan
Robert Keynton
aka: Robert S. Keynton
aka: Robert S. Keynton
[j43] [j40] [j32] [j22] [c214] [c212] [c208] [c207] [c206] [c205] [c204] [c203] [c202] [c201] [c200] [c199] [c198] [c196] [c195] [c191] [c190] [c187] [c182] [c179] [c177] [c176] [c175] [c173] [c170] [c161] [c159] [c158] [c156] [c154] [c152] [c151] [c150] [c148] [c147] [c145] [c142] [c141] [c139] [c136] [c135] [c130] [c129] [c128] [c126] [c124] [c123] [c119] [i2]
[j76] [j69] [j67] [j66] [j61] [j55] [j52] [j49] [j40] [j32] [j28] [j24] [j22] [j19] [j12] [j11] [j10] [j9] [c240] [c232] [c230] [c226] [c225] [c220] [c219] [c208] [c198] [c192] [c191] [c188] [c166] [c165] [c160] [c157] [c155] [c153] [c143] [c138] [c136] [c131] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [c122] [c121] [c120] [c119] [c116] [c115] [c114] [c113] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c100] [c97] [c95] [c94] [c93] [c92] [c89] [c88] [c86] [c84] [c83] [c82] [c81] [c78] [c77] [c75] [c74] [c73] [c72] [c69] [c67] [c64] [c63]
Ali Mahmoud 0001
aka: Ali H. Mahmoud
aka: Ali H. Mahmoud
Matthew Nitzken
aka: Matthew J. Nitzken
aka: Matthew J. Nitzken
Harpal Sandhu
aka: Harpal Singh Sandhu
aka: Harpal Singh Sandhu
[j75] [j64] [j63] [j59] [j58] [j57] [j56] [j53] [j47] [j45] [j44] [j43] [j36] [j35] [j28] [j26] [c234] [c231] [c223] [c222] [c214] [c213] [c210] [c207] [c205] [c203] [c201] [c199] [c195] [c193] [c190] [c176] [c174] [c173] [c172] [c171] [c170] [c169] [c163] [c162] [c158] [c156] [c151] [c146] [c145] [c144] [c142] [c141] [c137] [c135] [c134] [c128] [c123] [c120]
[j76] [j73] [j66] [j61] [j59] [j54] [j51] [j47] [j44] [j43] [j36] [j32] [j24] [j22] [j19] [j13] [j12] [j9] [c230] [c228] [c226] [c221] [c219] [c218] [c213] [c212] [c211] [c209] [c208] [c204] [c200] [c195] [c191] [c189] [c187] [c186] [c182] [c181] [c179] [c171] [c159] [c158] [c149] [c146] [c140] [c138] [c136] [c134] [c133] [c132] [c131] [c129] [c127] [c126] [c125] [c124] [c122] [c121] [c119] [c116] [c115] [c114] [c113] [c111] [c108] [c107] [c106] [c105] [c103] [c99] [c91] [c90] [c89]
Andrew E. Switala
aka: Andy Switala
aka: Andy Switala
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