Ayman S. El-Baz, Ph.D. - Publications

Affiliations: 
2006 University of Louisville, Louisville, KY, United States 
Area:
Biomedical Engineering

94 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Haggag S, Khalifa F, Abdeltawab H, Elnakib A, Ghazal M, Mohamed MA, Sandhu HS, Alghamdi NS, El-Baz A. An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images. Sensors (Basel, Switzerland). 21. PMID 34450898 DOI: 10.3390/s21165457  0.304
2020 Shaban M, Ogur Z, Mahmoud A, Switala A, Shalaby A, Abu Khalifeh H, Ghazal M, Fraiwan L, Giridharan G, Sandhu H, El-Baz AS. A convolutional neural network for the screening and staging of diabetic retinopathy. Plos One. 15: e0233514. PMID 32569310 DOI: 10.1371/Journal.Pone.0233514  0.336
2020 Dekhil O, Ali M, Haweel R, Elnakib Y, Ghazal M, Hajjdiab H, Fraiwan L, Shalaby A, Soliman A, Mahmoud A, Keynton R, Casanova MF, Barnes G, El-Baz A. A Comprehensive Framework for Differentiating Autism Spectrum Disorder From Neurotypicals by Fusing Structural MRI and Resting State Functional MRI. Seminars in Pediatric Neurology. 34: 100805. PMID 32446442 DOI: 10.1016/J.Spen.2020.100805  0.312
2020 Hammouda K, Khalifa F, Abdeltawab H, Elnakib A, Giridharan GA, Zhu M, Ng CK, Dassanayaka S, Kong M, Darwish HE, Mohamed TMA, Jones SP, El-Baz A. A New Framework for Performing Cardiac Strain Analysis from Cine MRI Imaging in Mice. Scientific Reports. 10: 7725. PMID 32382124 DOI: 10.1038/S41598-020-64206-X  0.355
2020 Abdeltawab H, Khalifa F, Taher F, Alghamdi NS, Ghazal M, Beache G, Mohamed T, Keynton R, El-Baz A. A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 81: 101717. PMID 32222684 DOI: 10.1016/J.Compmedimag.2020.101717  0.35
2020 Alkadi R, Taher F, El-Baz A, Werghi N. A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. Journal of Digital Imaging. 32: 793-807. PMID 30506124 DOI: 10.1007/S10278-018-0160-1  0.351
2020 Taher F, Soliman A, Kandil H, Mahmoud A, Shalaby A, Gimel'farb G, El-Baz A. Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors Ieee Access. 8: 96139-96149. DOI: 10.1109/Access.2020.2982869  0.44
2020 Ghazal M, Ali SS, Mahmoud AH, Shalaby AM, El-Baz A. Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks Ieee Access. 8: 34387-34397. DOI: 10.1109/Access.2020.2974158  0.352
2019 Kandil H, Soliman A, Taher F, Ghazal M, Khalil A, Giridharan G, Keynton R, Jennings JR, El-Baz A. A novel computer-aided diagnosis system for the early detection of hypertension based on cerebrovascular alterations. Neuroimage. Clinical. 25: 102107. PMID 31830715 DOI: 10.1016/J.Nicl.2019.102107  0.337
2019 Kandil H, Soliman A, Ghazal M, Mahmoud A, Shalaby A, Keynton R, Elmaghraby A, Giridharan G, El-Baz A. A Novel Framework for Early Detection of Hypertension using Magnetic Resonance Angiography. Scientific Reports. 9: 11105. PMID 31366941 DOI: 10.1038/S41598-019-47368-1  0.318
2019 Dekhil O, Ali M, El-Nakieb Y, Shalaby A, Soliman A, Switala A, Mahmoud A, Ghazal M, Hajjdiab H, Casanova MF, Elmaghraby A, Keynton R, El-Baz A, Barnes G. A Personalized Autism Diagnosis CAD System Using a Fusion of Structural MRI and Resting-State Functional MRI Data. Frontiers in Psychiatry. 10: 392. PMID 31333507 DOI: 10.3389/Fpsyt.2019.00392  0.3
2019 Ghazal M, Mahmoud A, Shalaby A, El-Baz A. Automated framework for accurate segmentation of leaf images for plant health assessment. Environmental Monitoring and Assessment. 191: 491. PMID 31297617 DOI: 10.1007/S10661-019-7615-9  0.425
2019 Chauhan R, El-Baz N, Keynton RS, James KT, Malik DA, Zhu M, El-Baz A, Ng CK, Bates PJ, Malik MT, O'Toole MG. Targeted Gold Nanoparticle⁻Oligonucleotide Contrast Agents in Combination with a New Local Voxel-Wise MRI Analysis Algorithm for In Vitro Imaging of Triple-Negative Breast Cancer. Nanomaterials (Basel, Switzerland). 9. PMID 31067749 DOI: 10.3390/Nano9050709  0.332
2019 Abdeltawab H, Shehata M, Shalaby A, Khalifa F, Mahmoud A, El-Ghar MA, Dwyer AC, Ghazal M, Hajjdiab H, Keynton R, El-Baz A. A Novel CNN-Based CAD System for Early Assessment of Transplanted Kidney Dysfunction. Scientific Reports. 9: 5948. PMID 30976081 DOI: 10.1038/S41598-019-42431-3  0.357
2019 Ghazal MA, Mahmoud A, Aslantas A, Soliman A, Shalaby A, Benediktsson JA, El-Baz A. Vegetation Cover Estimation Using Convolutional Neural Networks Ieee Access. 7: 132563-132576. DOI: 10.1109/Access.2019.2941441  0.386
2019 Khalil A, Elmogy M, Ghazal M, Burns C, El-Baz A. Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction Ieee Access. 7: 80110-80121. DOI: 10.1109/Access.2019.2923962  0.305
2019 Eltanboly A, Ghazal M, Hajjdiab H, Shalaby A, Switala A, Mahmoud A, Sahoo P, El-Azab M, El-Baz A. Level sets-based image segmentation approach using statistical shape priors Applied Mathematics and Computation. 340: 164-179. DOI: 10.1016/J.Amc.2018.05.064  0.41
2018 Shaffie A, Soliman A, Fraiwan L, Ghazal M, Taher F, Dunlap N, Wang B, van Berkel V, Keynton R, Elmaghraby A, El-Baz A. A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules. Technology in Cancer Research & Treatment. 17: 1533033818798800. PMID 30244648 DOI: 10.1177/1533033818798800  0.346
2018 Shehata M, Mahmoud A, Soliman A, Khalifa F, Ghazal M, Abou El-Ghar M, El-Melegy M, El-Baz A. 3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary. Plos One. 13: e0200082. PMID 30005069 DOI: 10.1371/Journal.Pone.0200082  0.4
2018 García-Zapirain B, Elmogy M, El-Baz A, Elmaghraby AS. Classification of pressure ulcer tissues with 3D convolutional neural network. Medical & Biological Engineering & Computing. PMID 29949023 DOI: 10.1007/S11517-018-1835-Y  0.347
2018 Eladawi N, Elmogy M, Khalifa F, Ghazal M, Ghazi N, Aboelfetouh A, Riad A, Sandhu H, Schaal S, El-Baz A. Retracted: Early diabetic retinopathy diagnosis based on local retinal blood vessels analysis in optical coherence tomography angiography (OCTA) images. Medical Physics. 45: 4582-4599. PMID 29468699 DOI: 10.1002/Mp.12825  0.401
2018 Hosseini-Asl E, Ghazal M, Mahmoud A, Aslantas A, Shalaby AM, Casanova MF, Barnes GN, Gimel'farb G, Keynton R, El-Baz A. Alzheimer's disease diagnostics by a 3D deeply supervised adaptable convolutional network. Frontiers in Bioscience (Landmark Edition). 23: 584-596. PMID 28930562 DOI: 10.2741/4606  0.33
2018 Eladawi N, Elmogy MM, Ghazal M, Helmy O, Aboelfetouh A, Riad A, Schaal S, El-Baz A. Classification of retinal diseases based on OCT Images. Frontiers in Bioscience. 23: 247-264. PMID 28930545 DOI: 10.2741/4589  0.332
2017 El-Gamal FEA, Elmogy MM, Ghazal M, Atwan A, Casanova MF, Barnes GN, Keynton R, El-Baz AS, Khalil A. A Novel Early Diagnosis System for Mild Cognitive Impairment Based on Local Region Analysis: A Pilot Study. Frontiers in Human Neuroscience. 11: 643. PMID 29375343 DOI: 10.3389/Fnhum.2017.00643  0.318
2017 Ismail M, Soliman A, Ghazal M, Switala AE, Gimel'farb G, Barnes GN, Khalil A, El-Baz A. A fast stochastic framework for automatic MR brain images segmentation. Plos One. 12: e0187391. PMID 29136034 DOI: 10.1371/Journal.Pone.0187391  0.416
2017 Mesbah S, Angeli CA, Keynton RS, El-Baz A, Harkema SJ. A novel approach for automatic visualization and activation detection of evoked potentials induced by epidural spinal cord stimulation in individuals with spinal cord injury. Plos One. 12: e0185582. PMID 29020054 DOI: 10.1371/Journal.Pone.0185582  0.329
2017 Garcia-Zapirain B, Shalaby A, El-Baz A, Elmaghraby A. Automated framework for accurate segmentation of pressure ulcer images. Computers in Biology and Medicine. 90: 137-145. PMID 28987989 DOI: 10.1016/J.Compbiomed.2017.09.015  0.413
2017 Eladawi N, Elmogy M, Helmy O, Aboelfetouh A, Riad A, Sandhu H, Schaal S, El-Baz A. Automatic blood vessels segmentation based on different retinal maps from OCTA scans. Computers in Biology and Medicine. 89: 150-161. PMID 28806613 DOI: 10.1016/J.Compbiomed.2017.08.008  0.368
2017 Khalifa F, Soliman A, Elmaghraby A, Gimel'farb G, El-Baz A. 3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. Computational and Mathematical Methods in Medicine. 2017: 9818506. PMID 28280519 DOI: 10.1155/2017/9818506  0.38
2017 Bhutiani N, Kimbrough CW, Burton NC, Morscher S, Egger M, McMasters K, Woloszynska-Read A, El-Baz A, McNally LR. Detection of microspheres in vivo using multispectral optoacoustic tomography. Biotechnic & Histochemistry : Official Publication of the Biological Stain Commission. 1-6. PMID 28166417 DOI: 10.1080/10520295.2016.1251611  0.317
2017 Reda I, Shalaby A, Elmogy M, Elfotouh AA, Khalifa F, El-Ghar MA, Hosseini-Asl E, Gimel'farb G, Werghi N, El-Baz A. A comprehensive non-invasive framework for diagnosing prostate cancer Computers in Biology and Medicine. 81: 148-158. PMID 28063376 DOI: 10.1016/J.Compbiomed.2016.12.010  0.312
2017 El-baz A, Shalaby A, Taher F, El-Baz M, Ghazal M, El-Ghar M, Takieldeen A, Suri J. Probabilistic Modeling of Blood Vessels for Segmenting Magnetic Resonance Angiography Images Medical Research Archives. 5. DOI: 10.18103/Mra.V5I3.1031  0.399
2016 Soliman A, Khalifa F, Elnakib A, Abou El-Ghar M, Dunlap N, Wang B, Gimel'farb G, Keynton R, El-Baz A. Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling. Ieee Transactions On Medical Imaging. PMID 27705854 DOI: 10.1109/Tmi.2016.2606370  0.412
2016 Ismail MM, Keynton RS, Mostapha MM, ElTanboly AH, Casanova MF, Gimel'farb GL, El-Baz A. Studying Autism Spectrum Disorder with Structural and Diffusion Magnetic Resonance Imaging: A Survey. Frontiers in Human Neuroscience. 10: 211. PMID 27242476 DOI: 10.3389/Fnhum.2016.00211  0.354
2016 Nitzken M, Beache GM, Ismail M, Gimel'Farb G, El-Baz A. Improving full-cardiac cycle strain estimation from tagged CMR by accurate modeling of 3D image appearance characteristics Egyptian Journal of Radiology and Nuclear Medicine. 47: 83-94. DOI: 10.1016/J.Ejrnm.2015.10.014  0.359
2015 Mendrik AM, Vincken KL, Kuijf HJ, Breeuwer M, Bouvy WH, de Bresser J, Alansary A, de Bruijne M, Carass A, El-Baz A, Jog A, Katyal R, Khan AR, van der Lijn F, Mahmood Q, et al. MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Computational Intelligence and Neuroscience. 2015: 813696. PMID 26759553 DOI: 10.1155/2015/813696  0.37
2015 Hosseini-Asl E, Zurada J, Gimel Farb G, El-Baz A. 3D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. Ieee Transactions On Bio-Medical Engineering. PMID 26415200 DOI: 10.1109/Tbme.2015.2482387  0.366
2015 Alansary A, Ismail M, Soliman A, Khalifa F, Nitzken M, Elnakib A, Mostapha M, Black A, Stinebruner K, Casanova M, Zurada J, El-Baz A. Infant Brain Extraction in T1-weighted MR Images using BET and Refinement using LCDG and MGRF Models. Ieee Journal of Biomedical and Health Informatics. PMID 25823048 DOI: 10.1109/Jbhi.2015.2415477  0.352
2014 Elnakib A, Soliman A, Nitzken M, Casanova MF, Gimel'farb G, El-Baz A. Magnetic resonance imaging findings for dyslexia: a review. Journal of Biomedical Nanotechnology. 10: 2778-805. PMID 25992418 DOI: 10.1166/Jbn.2014.1895  0.34
2014 McClure P, Khalifa F, Soliman A, El-Ghar MA, Gimelfarb G, Elmagraby A, El-Baz A. A Novel NMF Guided Level-set for DWI Prostate Segmentation Journal of Computer Science & Systems Biology. 7: 209-216. DOI: 10.4172/Jcsb.1000158  0.342
2013 Sliman H, Khalifa F, Elnakib A, Soliman A, El-Baz A, Beache GM, Elmaghraby A, Gimel'farb G. Myocardial borders segmentation from cine MR images using bidirectional coupled parametric deformable models. Medical Physics. 40: 092302. PMID 24007176 DOI: 10.1118/1.4817478  0.378
2013 Khalifa F, Beache GM, El-Ghar MA, El-Diasty T, Gimel'farb G, Kong M, El-Baz A. Dynamic contrast-enhanced MRI-based early detection of acute renal transplant rejection. Ieee Transactions On Medical Imaging. 32: 1910-27. PMID 23797240 DOI: 10.1109/Tmi.2013.2269139  0.382
2013 Khalifa F, Abou El-Ghar M, Abdollahi B, Frieboes HB, El-Diasty T, El-Baz A. A comprehensive non-invasive framework for automated evaluation of acute renal transplant rejection using DCE-MRI. Nmr in Biomedicine. 26: 1460-70. PMID 23775728 DOI: 10.1002/Nbm.2977  0.343
2013 Pareek G, Acharya UR, Sree SV, Swapna G, Yantri R, Martis RJ, Saba L, Krishnamurthi G, Mallarini G, El-Baz A, Al Ekish S, Beland M, Suri JS. Prostate tissue characterization/classification in 144 patient population using wavelet and higher order spectra features from transrectal ultrasound images. Technology in Cancer Research & Treatment. 12: 545-57. PMID 23745787 DOI: 10.7785/Tcrt.2012.500346  0.324
2013 El-Baz A, Beache GM, Gimel'farb G, Suzuki K, Okada K. Lung imaging data analysis. International Journal of Biomedical Imaging. 2013: 618561. PMID 23533378 DOI: 10.1155/2013/618561  0.322
2013 El-Baz A, Elnakib A, Abou El-Ghar M, Gimel'farb G, Falk R, Farag A. Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans. International Journal of Biomedical Imaging. 2013: 517632. PMID 23509444 DOI: 10.1155/2013/517632  0.567
2013 Firjani A, Elnakib A, Khalifa F, Gimel’farb G, El-Ghar MA, Elmaghraby A, El-Baz A. A diffusion-weighted imaging based diagnostic system for early detection of prostate cancer Journal of Biomedical Science and Engineering. 6: 346-356. DOI: 10.4236/Jbise.2013.63A044  0.305
2013 Rudra AK, Chowdhury AS, Elnakib A, Khalifa F, Soliman A, Beache G, El-Baz A. Kidney segmentation using graph cuts and pixel connectivity Pattern Recognition Letters. 34: 1470-1475. DOI: 10.1016/J.Patrec.2013.05.013  0.364
2012 El-Baz A, Elnakib A, Khalifa F, El-Ghar MA, McClure P, Soliman A, Gimel'farb G. Precise segmentation of 3-D magnetic resonance angiography. Ieee Transactions On Bio-Medical Engineering. 59: 2019-29. PMID 22547453 DOI: 10.1109/Tbme.2012.2196434  0.397
2012 Elnakib A, Beache GM, Gimel'farb G, El-Baz A. New automated Markov-Gibbs random field based framework for myocardial wall viability quantification on agent enhanced cardiac magnetic resonance images. The International Journal of Cardiovascular Imaging. 28: 1683-98. PMID 22160668 DOI: 10.1007/S10554-011-9991-2  0.407
2012 Khalifa F, Beache GM, Gimel'farb G, Giridharan GA, El-Baz A. Accurate automatic analysis of cardiac cine images. Ieee Transactions On Bio-Medical Engineering. 59: 445-55. PMID 22057040 DOI: 10.1109/Tbme.2011.2174235  0.423
2012 Nitzken MJ, El-Baz AS, Beache GM. Markov-Gibbs Random Field Model for Improved Full-Cardiac Cycle Strain Estimation from Tagged CMR Journal of Cardiovascular Magnetic Resonance. 14: 258. DOI: 10.1186/1532-429X-14-S1-P258  0.367
2012 Abdollahi B, Soliman A, Civelek AC, Li XF, Gimel'Farb G, El-Baz A. A novel Gaussian Scale Space-based joint MGRF framework for precise lung segmentation Proceedings - International Conference On Image Processing, Icip. 2029-2032. DOI: 10.1109/ICIP.2012.6467288  0.317
2011 Khalifa F, Elnakib A, Beache GM, Gimel'farb G, El-Ghar MA, Ouseph R, Sokhadze G, Manning S, McClure P, El-Baz A. 3D kidney segmentation from CT images using a level set approach guided by a novel stochastic speed function. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 587-94. PMID 22003747  0.301
2011 Casanova MF, El-Baz A, Elnakib A, Switala AE, Williams EL, Williams DL, Minshew NJ, Conturo TE. Quantitative analysis of the shape of the corpus callosum in patients with autism and comparison individuals. Autism : the International Journal of Research and Practice. 15: 223-38. PMID 21363871 DOI: 10.1177/1362361310386506  0.321
2011 El-Baz A, Sethu P, Gimel'farb G, Khalifa F, Elnakib A, Falk R, El-Ghar MA. Elastic phantoms generated by microfluidics technology: validation of an imaged-based approach for accurate measurement of the growth rate of lung nodules. Biotechnology Journal. 6: 195-203. PMID 21298804 DOI: 10.1002/Biot.201000105  0.372
2011 El-Baz A, Elnakib A, Casanova MF, Gimel'farb G, Switala AE, Jordan D, Rainey S. Accurate automated detection of autism related corpus callosum abnormalities. Journal of Medical Systems. 35: 929-39. PMID 20703686 DOI: 10.1007/S10916-010-9510-3  0.377
2011 Kondapaneni M, Nitzken M, Bogaert E, Gimel'farb G, Falk R, El-Ghar MA, El-Baz A. A Novel Shape-Based Diagnostic Approach for Early Diagnosis of Lung Nodules Chest. 140: 655A. DOI: 10.1378/Chest.1119506  0.304
2011 Rudra AK, Sen M, Chowdhury AS, Elnakib A, El-Baz A. 3D Graph cut with new edge weights for cerebral white matter segmentation Pattern Recognition Letters. 32: 941-947. DOI: 10.1016/J.Patrec.2010.12.013  0.377
2010 Navalta JW, Mohamed R, El-Baz A, McFarlin BK, Lyons TS. Exercise-induced immune cell apoptosis: image-based model for morphological assessment. European Journal of Applied Physiology. 110: 325-31. PMID 20490823 DOI: 10.1007/S00421-010-1504-9  0.568
2010 Khalifa F, El-Baz A, Gimel'farb G, Ouseph R, El-Ghar MA. Shape-appearance guided level-set deformable model for image segmentation Proceedings - International Conference On Pattern Recognition. 4581-4584. DOI: 10.1109/ICPR.2010.1130  0.305
2010 Khalifa F, Beache G, El-Baz A, Gimel'farb G. Deformable model guided by stochastic speed with application in cine images segmentation Proceedings - International Conference On Image Processing, Icip. 1725-1728. DOI: 10.1109/ICIP.2010.5650291  0.306
2009 El-Baz A, Gimel'farb G, Falk R, Abou El-Ghar M, Kumar V, Heredia D. A novel 3D joint Markov-Gibbs model for extracting blood vessels from PC-MRA images Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 943-950. PMID 20426202 DOI: 10.1007/978-3-642-04271-3_114  0.336
2009 Casanova MF, El-Baz A, Mott M, Mannheim G, Hassan H, Fahmi R, Giedd J, Rumsey JM, Switala AE, Farag A. Reduced gyral window and corpus callosum size in autism: possible macroscopic correlates of a minicolumnopathy. Journal of Autism and Developmental Disorders. 39: 751-64. PMID 19148739 DOI: 10.1007/S10803-008-0681-4  0.529
2009 El-Baz A, Gimel'farb G, Kumar V, Falk R, El-Ghar MA. 3D joint markov-gibbs model for segmenting the blood vessels from mra Proceedings - 2009 Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2009. 1366-1369. DOI: 10.1109/ISBI.2009.5193319  0.334
2009 El-Baz A, Gimel'farb G, Falk R, Abo El-Ghar M. Automatic analysis of 3D low dose CT images for early diagnosis of lung cancer Pattern Recognition. 42: 1041-1051. DOI: 10.1016/J.Patcog.2008.08.015  0.403
2008 El-Baz A, Gimel'farb G, Falk R, Holland T, Shaffer T. A framework for unsupervised segmentation of lung tissues from low dose computed tomography images Bmvc 2008 - Proceedings of the British Machine Vision Conference 2008. DOI: 10.5244/C.22.85  0.325
2007 Yuksel SE, El-Baz A, Farag AA, El-Ghar M, Eldiasty T, Ghoneim MA. A kidney segmentation framework for dynamic contrast enhanced magnetic resonance imaging Jvc/Journal of Vibration and Control. 13: 1505-1516. DOI: 10.1177/1077546307077417  0.605
2007 Fahmi R, El-Baz AS, El Munim HEA, Farag AA, Casanova MF. Classification techniques for autistic vs. Typically developing brain using MRI data 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 1348-1351. DOI: 10.1109/ISBI.2007.357110  0.476
2007 Ali AM, El-Baz AS, Farag AA. A novel framework for accurate lung segmentation using graph cuts 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 908-911. DOI: 10.1109/ISBI.2007.357000  0.567
2006 Farag AA, El-Baz A, Gimel'farb G, Falk R, El-Ghar MA, Eldiasty T, Elshazly S. Appearance models for robust segmentation of pulmonary nodules in 3D LDCT chest images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9: 662-70. PMID 17354947  0.568
2006 El-Baz A, Farag AA, Gimel'farb G, El-Ghar MA, Eldiasty T. A new adaptive probabilistic model of blood vessels for segmenting MRA images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9: 799-806. PMID 17354846  0.548
2006 El-Baz A, Ali A, Farag AA, Gimel'farb G. A novel approach for image alignment using a Markov-Gibbs appearance model. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9: 734-41. PMID 17354838  0.559
2006 El-Baz A, Fahmi R, Yuksel S, Farag AA, Miller W, El-Ghar MA, Eldiasty T. A new CAD system for the evaluation of kidney diseases using DCE-MRI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9: 446-53. PMID 17354803  0.527
2006 Farag AA, El-Baz AS, Gimel'farb G. Precise segmentation of multimodal images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 952-68. PMID 16579381 DOI: 10.1109/Tip.2005.863949  0.625
2006 Casanova MF, Farag A, El-Baz A, Mott M, Hassan H, Fahmi R, Switala AE. Abnormalities Of The Gyral Window In Autism: A Macroscopic Correlate To A Putative Minicolumnopathy Journal of Special Education and Rehabilitation. 7. DOI: 10.5281/Zenodo.28941  0.566
2006 El-Baz A, Farag A, Gimel'farb G, Falk R, El-Ghar MA, Eldiasty T. A framework for automatic segmentation of lung nodules from low dose chest CT scans Proceedings - International Conference On Pattern Recognition. 3: 611-614. DOI: 10.1109/ICPR.2006.66  0.574
2006 El-Baz A, Farag A, Gimel'farb G, Abdel-Hakim AE. Robust image registration based on Markov-Gibbs appearance model Proceedings - International Conference On Pattern Recognition. 2: 1204-1207. DOI: 10.1109/ICPR.2006.1007  0.562
2006 El-Baz AS, Farag AA, El Munim HA, Yuksel SE. Level set segmentation using statistical shape priors Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006. DOI: 10.1109/CVPRW.2006.119  0.554
2006 El-Baz A, Farag A, Gimel’farb G. Experiments on robust image registration using a markov-gibbs appearance model Lecture Notes in Computer Science. 65-73. DOI: 10.1007/11815921_6  0.598
2005 El-Baz A, Yuksel SE, Shi H, Farag AA, El-Ghar MA, Eldiasty T, Ghoneim MA. 2D and 3D shape based segmentation using deformable models. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 821-9. PMID 16686036  0.559
2005 Farag AA, El-Baz A, Gimelfarb G, El-Ghar MA, Eldiasty T. Quantitative nodule detection in low dose chest CT scans: new template modeling and evaluation for CAD system design. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 720-8. PMID 16685910 DOI: 10.1007/11566465_89  0.543
2005 El-Baz A, Farag AA, Gimel'farb G, Hushek SG. Automatic cerebrovascular segmentation by accurate probabilistic modeling of TOF-MRA images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 34-42. PMID 16685826 DOI: 10.1007/11566465_5  0.584
2005 El-Baz A, Farag AA, Gimel'Farb G. Iterative approximation of empirical grey-level distributions for precise segmentation of multimodal images Eurasip Journal On Applied Signal Processing. 2005: 1969-1983. DOI: 10.1155/Asp.2005.1969  0.616
2005 Farag AA, Mohamed RM, El-Baz A. A unified framework for MAP estimation in remote sensing image segmentation Ieee Transactions On Geoscience and Remote Sensing. 43: 1617-1634. DOI: 10.1109/Tgrs.2005.849059  0.702
2005 Hassan H, El-Baz A, Farag AA, Farman AG, Tasman D, Miller WM. A volumetric 3D model of the human jaw International Congress Series. 1281: 1244-1249. DOI: 10.1016/j.ics.2005.03.345  0.491
2005 El-Baz A, Yuksel SE, Elshazly S, Farag AA. Non-rigid registration techniques for automatic follow-up of lung nodules International Congress Series. 1281: 1115-1120. DOI: 10.1016/j.ics.2005.03.340  0.503
2005 Yuksel SE, El-Baz A, Farag AA, Abo El-Ghar ME, Eldiasty TA, Ghoneim MA. Automatic detection of renal rejection after kidney transplantation International Congress Series. 1281: 773-778. DOI: 10.1016/j.ics.2005.03.146  0.53
2004 Farag AA, El-Baz A, Gimel'farb G, Falk R. Detection and recognition of lung abnormalities using deformable templates Proceedings - International Conference On Pattern Recognition. 3: 738-741. DOI: 10.1109/ICPR.2004.1334634  0.539
2004 Gimel'farb G, Farag AA, El-Baz A. Expectation-maximization for a linear combination of Gaussians Proceedings - International Conference On Pattern Recognition. 3: 422-425. DOI: 10.1109/ICPR.2004.1334556  0.544
2004 Farag AA, El-Baz A, Gimel'farb G. Density estimation using modified expectation-maximization algorithm for a linear combination of gaussians Proceedings - International Conference On Image Processing, Icip. 3: 1871-1874. DOI: 10.1109/ICIP.2004.1421442  0.541
2004 Farag AA, El-Baz A, Gimel'Farb G. Precise image segmentation by iterative EM-Based approximation of empirical grey level distributions with linear combinations of gaussians Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2004. DOI: 10.1109/CVPR.2004.419  0.582
2004 Farag AA, Hassouna M, El-Baz A, Hushek S. Real-time vision-based approach for probe tracking in operating room International Congress Series. 1268: 467-472. DOI: 10.1016/j.ics.2004.03.348  0.698
2003 El-Baz A, Farag AA, Falk R, La Rocca R. A unified approach for detection, visualization, and identification of lung abnormalities in chest spiral CT scans International Congress Series. 1256: 998-1004. DOI: 10.1016/S0531-5131(03)00475-8  0.485
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