Moumen El-Melegy

Brigham and Women's Hospital — United States

Computer Science · Physical Sciences

18h-index1.2kcitations99works2.72yr avg
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Research Topics

Medical Image Segmentation Techniques(17), Advanced Vision and Imaging(17), Image Retrieval and Classification Techniques(13), Optical measurement and interference techniques(12), 3D Shape Modeling and Analysis(12)

Publications99 total

Tab2Visual: Deep learning for limited tabular data via visual representations and augmentation
Pattern Recognition·2026
DAR-MDE: Depth-Attention Refinement for Multi-Scale Monocular Depth Estimation
Journal of Sensor and Actuator Networks·2025Open Access
Tab2Visual: Overcoming Limited Data in Tabular Data Classification Using Deep Learning with Visual Representations
arXiv (Cornell University)·2025· 1 citedOpen Access
Prostate Cancer Diagnosis via Visual Representation of Tabular Data and Deep Transfer Learning
Bioengineering·2024· 8 citedOpen Access
A Multimodal MR-Based CAD System for Precise Assessment of Prostatic Adenocarcinoma
2024· 4 cited
Rao Algorithms-Based Structure Optimization for Heterogeneous Wireless Sensor Networks
Computers, materials & continua/Computers, materials & continua (Print)·2024· 3 citedOpen Access
Kidney Segmentation from Dynamic Contrast-Enhanced Magnetic Resonance Imaging Integrating Deep Convolutional Neural Networks and Level Set Methods
Bioengineering·2023· 3 citedOpen Access
Variational Approach for Joint Kidney Segmentation and Registration from DCE-MRI Using Fuzzy Clustering with Shape Priors
Biomedicines·2022· 5 citedOpen Access
Prostate Cancer Diagnosis from Structured Clinical Biomarkers with Deep Learning
2022· 2 cited
Classification by Principal Component Regression in the Real and Hypercomplex Domains
Arabian Journal for Science and Engineering·2022· 3 citedOpen Access
Kidney segmentation from DCE-MRI converging level set methods, fuzzy clustering and Markov random field modeling
Scientific Reports·2022· 8 citedOpen Access
Level-Set-Based Kidney Segmentation from DCE-MRI Using Fuzzy Clustering with Population-Based and Subject-Specific Shape Statistics
Bioengineering·2022· 4 citedOpen Access
Prostate cancer detection using histopathology image analysis
2022· 1 cited
Face Recognition by Principal Component Regression using Hypercomplex Numbers
Assiut University Journal of Multidisciplinary Scientific Research·2022· 5 citedOpen Access
Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data
2022 International Joint Conference on Neural Networks (IJCNN)·2022· 3 cited
The Role of 3D CT Imaging in the Accurate Diagnosis of Lung Function in Coronavirus Patients
Diagnostics·2022· 18 citedOpen Access
A New Framework for Precise Identification of Prostatic Adenocarcinoma
Sensors·2022· 19 citedOpen Access
COVID-19 and myocarditis: a brief review
Frontiers in Bioscience-Landmark·2022· 11 citedOpen Access
Linear Regression Classification in the Quaternion and Reduced Biquaternion Domains
IEEE Signal Processing Letters·2022· 23 cited
Chain Based Leader Selection using Neural Network in Wireless Sensor Networks protocols
2021· 3 cited
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Frequent Co-authors

Ayman El‐Baz(17), Mohamed Abou El‐Ghar(14), Aly A. Farag(11), Mohammed Ghazal(10), Ahmed Shalaby(8), Ali Mahmoud(7), Mohamed Shehata(7), Mostafa Abdelrahman(7), Fahmi Khalifa(5), Ahmed Soliman(4), Amy C. Dwyer(4), Norah Saleh Alghamdi(3), Fatma Taher(3), Ahmed Abdel Khalek Abdel Razek(3), Aliaa T. Kamal(3), Khaled M. Abo El-Magd(3), Samia A. Ali(3), Sarah M. Ayyad(2), Nahla B. Abdel-Hamid(2), Labib M. Labib(2)