Mehran Ebrahimi

Department of Water — Australia

Computer Science · Physical Sciences

17h-index2.2kcitations121works0.52yr avg
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Research Topics

Image and Signal Denoising Methods(19), Advanced Image Processing Techniques(19), Medical Image Segmentation Techniques(18), Advanced MRI Techniques and Applications(15), Image Processing Techniques and Applications(13)

Publications121 total

Bridging prediction and optimization: A unified MINLP, traditional machine learning and deep learning framework for water distribution networks management
Ain Shams Engineering Journal·2025· 1 citedOpen Access
The Developmental Trajectory of the Social Brain: A Movie-Based Exploration from childhood to adolescence
2025
Hybrid Landmark- and Intensity-Based Image Registration
Sensing and Imaging·2025
Chapter 1 Magnetic resonance image re-parameterization on real data
2025
Training Deep Neural Networks with Multi-Objective Adam Optimizer for Medical Image Classification
2025· 1 cited
A Gradient-Based Optimization Approach to Image Fusion Using Structural Similarity
Springer proceedings in mathematics & statistics·2025
The Developmental Trajectory of the Social Brain: A Movie-Based Exploration from Childhood to Adolescence
SSRN Electronic Journal·2025Open Access
Optimal Design of Vehicle Dynamics Using Gradient-Based, Mixed-Fidelity Multidisciplinary Optimization
arXiv (Cornell University)·2024Open Access
Exploring Long-term Memory in Evolutionary Multi-objective Algorithms: A Case Study with NSGA-III
2024
Opposition-based Multi-Objective ADAM Optimizer (OMAdam) for Training ANNs
2024· 3 cited
Optimal Design of Vehicle Dynamics Using Gradient-based, Mixed-fidelity Multidisciplinary Optimization
2024Open Access
Indigenous Language Revitalization with Stories and Games
Encyclopedia of Computer Graphics and Games·2024· 1 cited
Indigenous Knowledge for Mental Health, Data Visualization
Encyclopedia of Computer Graphics and Games·2024
Preferential Proximal Policy Optimization
2023· 2 cited
Combined Medical Image Super-Resolution and Modality Translation Using GAN Transformer-Based Model
2023· 3 cited
Multi-objective ADAM Optimizer (MAdam)
2023· 4 cited
Multi-Modality Image Inpainting Using Generative Adversarial Networks
2023· 1 cited
Deep Learning-Based MR Image Re-parameterization
2023· 1 cited
Multi-Objective Coordinate Search Optimization
2023· 3 cited
Multi-scale local explanation approach for image analysis using model-agnostic Explainable Artificial Intelligence (XAI)
2023· 4 cited
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Frequent Co-authors

Edward R. Vrscay(9), Anne L. Martel(7), Anne‐Laure Saives(4), W. David Holford(4), Eric Ng(3), Kerstin Kuyken(3), Mohammad Ali Abbaszadeh(3), Kamyar Nazeri(2), Tony Joseph(2), Faisal Z. Qureshi(2), Evelyn Lunasin(2), Sancgeetha Kulaseharan(2), Azad Aminpour(2), Elysa Widjaja(2), Peter Siegler(2), Claire Holloway(2), Donald B. Plewes(2), Ahmad Jafarnejad(2), Mohammad Ali Abbaszadeh(2), Seyed Mehdi Abtahi(2)