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M

Mustafa Elattar

egyptian knowledge bank (ekb)

12H-index
82Paper Count
798Citation Count
Published Papers 12
Publication Date
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Modular post-hoc enhancements for zero-shot histopathology classification using vision-language models
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-09-30
err0
errOAAI
errNoman, Shahd M.; Tarek Henedak, Mayar; Elattar, Mustafa
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A comprehensive landscape of AI applications in broad-spectrum drug interaction prediction: a systematic review
errJournal of Cheminformatics
IF5.7
err2025-09-20
err0
errOAAI
errNour H. Marzouk; Sahar Selim; Mustafa Elattar; Mai S. Mabrouk; Mohamed Mysara
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errSave
Aortic KD former: aortic multiclass segmentation using SegFormer via knowledge distillation
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-04-28
err0
errOAAI
errSoliman, Nancy Mohamed; Awadalla, Medhat; Elhelw, Mohamed; Elattar, Mustafa
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A deep learning model for multiclass tooth segmentation on cone-beam computed tomography scans
errAmerican Journal of Orthodontics and Dentofacial Orthopedics
IF3
err2025-04-05
err0
PREAI
errTarek ElShebiny; Dina Abdelrauof; Mustafa Elattar; Melih Motro; Jean Marc Retrouvey; Mostafa El-Dawlatly; Yehia Mostafa; Anwar AlHazmi; Juan Martin Palomo
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STG-MTL: scalable task grouping for multi-task learning using data maps
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-06-14
err0
errOAAI
errSherif, Ammar; Abid, Abubakar; Elattar, Mustafa; Elhelw, Mohamed
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errSave
Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries (vol 13, 2728, 2023)
errSCIENTIFIC REPORTS
IF3.9
err2023-02-28
err0
errOAAI
errSendra-Balcells, Carla; Campello, Victor M.; Torrents-Barrena, Jordina; Ahmed, Yahya Ali; Elattar, Mustafa; Ohene-Botwe, Benard; Nyangulu, Pempho; Stones, William; Ammar, Mohammed; Benamer, Lamya Nawal; Kisembo, Harriet Nalubega; Sereke, Senai Goitom; Wanyonyi, Sikolia Z.; Temmerman, Marleen; Gratacos, Eduard; Bonet, Elisenda; Eixarch, Elisenda; Mikolaj, Kamil; Tolsgaard, Martin Gronnebaek; Lekadir, Karim
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Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries
errSCIENTIFIC REPORTS
IF3.9
err2023-02-15
err21
errOAAI
errSendra-Balcells, Carla; Campello, Victor M.; Torrents-Barrena, Jordina; Ahmed, Yahya Ali; Elattar, Mustafa; Ohene-Botwe, Benard; Nyangulu, Pempho; Stones, William; Ammar, Mohammed; Benamer, Lamya Nawal; Kisembo, Harriet Nalubega; Sereke, Senai Goitom; Wanyonyi, Sikolia Z.; Temmerman, Marleen; Gratacos, Eduard; Bonet, Elisenda; Eixarch, Elisenda; Mikolaj, Kamil; Tolsgaard, Martin Gronnebaek; Lekadir, Karim
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errSave
License Plate Image Analysis Empowered by Generative Adversarial Neural Networks (GANs)
errIEEE ACCESS
IF3.6
err2022-01-01
err8
errOAAI
errEl-Shal, Ibrahim H.; Fahmy, Omar M.; Elattar, Mustafa A.
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errSave
Automatic Early Diagnosis of Alzheimer's Disease Using 3D Deep Ensemble Approach
errIEEE ACCESS
IF3.6
err2022-01-01
err14
errOAAI
errGamal, Aya; Elattar, Mustafa; Selim, Sahar
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errSave
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2021-12-01
err206
errOAAI
errCampello, Victor M.; Gkontra, Polyxeni; Izquierdo, Cristian; Martin-Isla, Carlos; Sojoudi, Alireza; Full, Peter M.; Maier-Hein, Klaus; Zhang, Yao; He, Zhiqiang; Ma, Jun; Parreno, Mario; Albiol, Alberto; Kong, Fanwei; Shadden, Shawn C.; Acero, Jorge Corral; Sundaresan, Vaanathi; Saber, Mina; Elattar, Mustafa; Li, Hongwei; Menze, Bjoern; Khader, Firas; Haarburger, Christoph; Scannell, Cian M.; Veta, Mitko; Carscadden, Adam; Punithakumar, Kumaradevan; Liu, Xiao; Tsaftaris, Sotirios A.; Huang, Xiaoqiong; Yang, Xin; Li, Lei; Zhuang, Xiahai; Vilades, David; Descalzo, Martin L.; Guala, Andrea; La Mura, Lucia; Friedrich, Matthias G.; Garg, Ria; Lebel, Julie; Henriques, Filipe; Karakas, Mahir; Cavus, Ersin; Petersen, Steffen E.; Escalera, Sergio; Segui, Santi; Rodriguez-Palomares, Jose F.; Lekadir, Karim
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A Deep Learning-Based Benchmarking Framework for Lane Segmentation in the Complex and Dynamic Road Scenes
errIEEE ACCESS
IF3.6
err2021-01-01
err13
errOAAI
errYousri, Retaj; Elattar, Mustafa A.; Darweesh, M. Saeed
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errSave
A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2014-01-01
err154
errOAAI
errSuinesiaputra, Avan; Cowan, Brett R.; Al-Agamy, Ahmed O.; Elattar, Mustafa A.; Ayache, Nicholas; Fahmy, Ahmed S.; Khalifa, Ayman M.; Medrano-Gracia, Pau; Jolly, Marie-Pierre; Kadish, Alan H.; Lee, Daniel C.; Margeta, Jan; Warfield, Simon K.; Young, Alistair A.
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Research Directions

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Co-authors
Cooperation Journals
N
Nicholas Ayache
H-index: 99 · Papers: 1.0K
E
E. Gratacós
H-index: 99 · Papers: 1.5K
S
Steffen E. Petersen
H-index: 94 · Papers: 913
S
Simon K. Warfield
H-index: 84 · Papers: 715
M
Marleen Temmerman
H-index: 76 · Papers: 734
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