Essam A. Rashed

69 papers B 1Journal 55Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Contextual transformer for brain stroke segmentation in MRI. Comput. Electr. Eng. Muhammad Nouman, Mohamed Abdalla Mabrok, Mohammad al-Shatouri, Essam A. Rashed
2026	J	`jnl`	Synthetic histopathology with controllable class distribution: A dual-GAN framework for melanoma segmentation. Biomed. Signal Process. Control. Ziad Elshaer, Ahmed Jamal, Essam A. Rashed
2025	J	`jnl`	A Hybrid CNN-VSSM model for Multi-View, Multi-Task Mammography Analysis: Robust Diagnosis with Attention-Based Fusion. CoRR Yalda Zafari, Roaa Elalfy, Mohamed Abdalla Mabrok, Somaya Al-Máadeed, Tamer Khattab, Essam A. Rashed
2025	J	`jnl`	Advances in Medical Image Segmentation: A Comprehensive Survey with a Focus on Lumbar Spine Applications. CoRR Ahmed Kabil, Ghada Khoriba, Mina Yousef, Essam A. Rashed
2025	J	`jnl`	Advances in medical image segmentation: A comprehensive survey with a focus on lumbar spine applications. Comput. Biol. Medicine Ahmed Kabil, Ghada Khoriba, Mina Yousef, Essam A. Rashed
2025	—	`conf`	Automatic Generation of Brain Tumor Diagnostic Reports from Multimodality MRI Using Large Language Models. ISBI Essam A. Rashed, Walayat Hussain, Mohammed Mousa, Mohammad al-Shatouri
2025	J	`jnl`	CURE: Confidence-Driven Unified Reasoning Ensemble Framework for Medical Question Answering. Big Data Cogn. Comput. Ziad Elshaer, Essam A. Rashed
2025	J	`jnl`	CURE: Confidence-driven Unified Reasoning Ensemble Framework for Medical Question Answering. CoRR Ziad Elshaer, Essam A. Rashed
2025	J	`jnl`	Enhanced retinal arteries and veins segmentation through deep learning with conditional random fields. Biomed. Signal Process. Control. Mennatullah Mahmoud, Mohammad Mansour, Hisham M. Elrefai, Amira J. Hamed, Essam A. Rashed
2025	—	`conf`	Evaluating Segmentation Accuracy with Diverse Prompt Strategies in Medsam. ISBI Muhammad Nouman, Ghada Khoriba, Essam A. Rashed
2025	J	`jnl`	MammoClean: Toward Reproducible and Bias-Aware AI in Mammography through Dataset Harmonization. CoRR Yalda Zafari, Hongyi Pan, Gorkem Durak, Ulas Bagci, Essam A. Rashed, Mohamed Abdalla Mabrok
2025	J	`jnl`	Medical AI Consensus: A Multi-Agent Framework for Radiology Report Generation and Evaluation. CoRR Ahmed T. Elboardy, Ghada Khoriba, Essam A. Rashed
2025	J	`jnl`	MiSC: A hybrid multi-modal deep learning approach for accurate skin cancer detection. Multim. Tools Appl. Ensaf Hussein Mohamed, Nada Abdu, Mostafa Khalil, Hossam Kamal, Essam A. Rashed
2025	J	`jnl`	Mitigating LLM Hallucinations Using a Multi-Agent Framework. Inf. Ahmed M. Darwish, Essam A. Rashed, Ghada Khoriba
2025	J	`jnl`	SHARM: Segmented Head Anatomical Reference Models. Biomed. Signal Process. Control. Essam A. Rashed, Mohammad al-Shatouri, Ilkka Laakso, Sachiko Kodera, Akimasa Hirata
2024	J	`jnl`	Brain Stroke Segmentation Using Deep Learning Models: A Comparative Study. CoRR Ahmed Soliman, Yousif Yousif, Ahmed Ibrahim, Yalda Zafari-Ghadim, Essam A. Rashed, Mohamed Abdalla Mabrok
2024	J	`jnl`	Deep Models for Stroke Segmentation: Do Complex Architectures Always Perform Better? IEEE Access Ahmed Soliman, Yalda Zafari-Ghadim, Yousif Yousif, Ahmed Ibrahim, Amr Mohamed, Essam A. Rashed, Mohamed Abdalla Mabrok
2024	J	`jnl`	Effect of the Conductivity Variations on Computed Electric Field Induced in Learning-Based Models. IEEE Access Yinliang Diao, Essam A. Rashed, Luca Giaccone, Ilkka Laakso, Congsheng Li, Riccardo Scorretti, Akimasa Hirata
2024	—	`conf`	Efficient Attention-guided Transformer for brain stroke segmentation. ICMIP Ahmed Soliman, Yalda Zafari-Ghadim, Essam A. Rashed, Mohamed Abdalla Mabrok
2024	—	`conf`	Neuro-TransUNet: A comprehensive transformer-based architecture for precise segmentation of stroke lesions in 3D MRI. ICMIP Muhammad Nouman, Mohamed Abdalla Mabrok, Essam A. Rashed
2024	J	`jnl`	Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers. CoRR Muhammad Nouman, Mohamed Abdalla Mabrok, Essam A. Rashed
2024	—	`conf`	Segmentation of retinal arteries and veins using deep learning with limited training data. ICMIP Ahmed Tamer Salah, Ghada Khoriba, Essam A. Rashed
2024	J	`jnl`	Transformers-based architectures for stroke segmentation: A review. CoRR Yalda Zafari-Ghadim, Essam A. Rashed, Mohamed Abdalla Mabrok
2024	J	`jnl`	Transformers-based architectures for stroke segmentation: a review. Artif. Intell. Rev. Yalda Zafari-Ghadim, Essam A. Rashed, Amr Mohamed, Mohamed Abdalla Mabrok
2023	J	`jnl`	Intercomparison of the Averaged Induced Electric Field in Learning-Based Human Head Models Exposed to Low-Frequency Magnetic Fields. IEEE Access Yinliang Diao, Essam A. Rashed, Luca Giaccone, Ilkka Laakso, Congsheng Li, Riccardo Scorretti, Yoichi Sekiba, Kenichi Yamazaki, Akimasa Hirata
2023	J	`jnl`	SHARM: Segmented Head Anatomical Reference Models. CoRR Essam A. Rashed, Mohammad al-Shatouri, Ilkka Laakso, Akimasa Hirata
2022	—	`conf`	Adaptive Weighted Sum Bi-objective Bat for Regression Testing Optimization. REV Nagwa R. Fisal, Abeer Hamdy, Essam A. Rashed
2022	J	`jnl`	BinHOA: Efficient Binary Horse Herd Optimization Method for Feature Selection: Analysis and Validations. IEEE Access Dina A. Elmanakhly, Mohamed Mostafa Saleh, Essam A. Rashed, Mohamed Abdel-Basset
2022	J	`jnl`	COVID-19 Status Forecasting Using New Viral variants and Vaccination Effectiveness Models. CoRR Essam A. Rashed, Sachiko Kodera, Akimasa Hirata
2022	J	`jnl`	COVID-19 forecasting using new viral variants and vaccination effectiveness models. Comput. Biol. Medicine Essam A. Rashed, Sachiko Kodera, Akimasa Hirata
2022	J	`jnl`	Did the Tokyo Olympic Games enhance the transmission of COVID-19? An interpretation with machine learning. Comput. Biol. Medicine Akimasa Hirata, Sachiko Kodera, Yinliang Diao, Essam A. Rashed
2022	J	`jnl`	Multi-Objective Adapted Binary Bat for Test Suite Reduction. Intell. Autom. Soft Comput. Nagwa R. Fisal, Abeer Hamdy, Essam A. Rashed
2021	J	`jnl`	An Improved Equilibrium Optimizer Algorithm for Features Selection: Methods and Analysis. IEEE Access Dina A. Elmanakhly, Mohamed Mostafa Saleh, Essam A. Rashed
2021	J	`jnl`	ECG Localization Method Based on Volume Conductor Model and Kalman Filtering. Sensors Yuki Nakano, Essam A. Rashed, Tatsuhito Nakane, Ilkka Laakso, Akimasa Hirata
2021	J	`jnl`	Knowledge discovery from emergency ambulance dispatch during COVID-19: A case study of Nagoya City, Japan. CoRR Essam A. Rashed, Sachiko Kodera, Hidenobu Shirakami, Ryotetsu Kawaguchi, Kazuhiro Watanabe, Akimasa Hirata
2021	J	`jnl`	Knowledge discovery from emergency ambulance dispatch during COVID-19: A case study of Nagoya City, Japan. J. Biomed. Informatics Essam A. Rashed, Sachiko Kodera, Hidenobu Shirakami, Ryotetsu Kawaguchi, Kazuhiro Watanabe, Akimasa Hirata
2021	J	`jnl`	Search-Based Regression Testing Optimization. Int. J. Open Source Softw. Process. Nagwa R. Fisal, Abeer Hamdy, Essam A. Rashed
2020	J	`jnl`	Correlation between COVID-19 morbidity and mortality rates in Japan and local population density, temperature and absolute humidity. CoRR Sachiko Kodera, Essam A. Rashed, Akimasa Hirata
2020	J	`jnl`	Deep Learning-Based Development of Personalized Human Head Model With Non-Uniform Conductivity for Brain Stimulation. IEEE Trans. Medical Imaging Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2020	J	`jnl`	Deep learning approach for breast cancer diagnosis. CoRR Essam A. Rashed, M. Samir Abou El-Seoud
2020	J	`jnl`	Development of accurate human head models for personalized electromagnetic dosimetry using deep learning. CoRR Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2020	J	`jnl`	End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulation. CoRR Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2020	J	`jnl`	End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulation. Neural Networks Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2020	J	`jnl`	Evaluation of SAR and Temperature Rise in Human Hand Due to Contact Current From 100 kHz to 100 MHz. IEEE Access Taiki Murakawa, Yinliang Diao, Essam A. Rashed, Sachiko Kodera, Yoshihiro Tanaka, Yoshitsugu Kamimura, Shin Kitamura, Shintaro Uehara, Yohei Otaka, Akimasa Hirata
2020	J	`jnl`	Influence of Absolute Humidity and Population Density on COVID-19 Spread and Decay Durations: Multi-prefecture Study in Japan. CoRR Akimasa Hirata, Sachiko Kodera, José Gómez-Tames, Essam A. Rashed
2020	J	`jnl`	Influence of segmentation accuracy in structural MR head scans on electric field computation for TMS and tES. CoRR Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2020	J	`jnl`	Large-Scale Analysis of the Head Proximity Effects on Antenna Performance Using Machine Learning Based Models. IEEE Access Yinliang Diao, Essam A. Rashed, Akimasa Hirata
2020	J	`jnl`	Model-based approach for analyzing prevalence of nuclear cataracts in elderly residents. Comput. Biol. Medicine Sachiko Kodera, Akimasa Hirata, Fumiaki Miura, Essam A. Rashed, Natsuko Hatsusaka, Naoki Yamamoto, Eri Kubo, Hiroshi Sasaki
2020	J	`jnl`	Model-based approach for analyzing prevalence of nuclear cataracts in elderly residents. CoRR Sachiko Kodera, Akimasa Hirata, Fumiaki Miura, Essam A. Rashed, Natsuko Hatsusaka, Naoki Yamamoto, Eri Kubo, Hiroshi Sasaki
2020	J	`jnl`	Neural networks approach for mammography diagnosis using wavelets features. CoRR Essam A. Rashed, Mohamed G. Awad
2019	J	`jnl`	An Interactive Mixed Reality Ray Tracing Rendering Mobile Application of Medical Data in Minimally Invasive Surgeries. Int. J. Interact. Mob. Technol. M. Samir Abou El-Seoud, Amr S. Mady, Essam A. Rashed
2019	J	`jnl`	An Interactive Mixed Reality Ray Tracing Rendering Mobile Application of Medical Data in Minimally Invasive Surgeries. Int. J. Online Biomed. Eng. M. Samir Abou El-Seoud, Amr S. Mady, Essam A. Rashed
2019	—	`conf`	Deep learning approach for breast cancer diagnosis. ICSIE Essam A. Rashed, M. Samir Abou El-Seoud
2019	J	`jnl`	Development of accurate human head models for personalized electromagnetic dosimetry using deep learning. NeuroImage Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2019	B	`conf`	Generation of Head Models for Brain Stimulation Using Deep Convolution Networks. ICIP Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2019	J	`jnl`	Human Head Skin Thickness Modeling for Electromagnetic Dosimetry. IEEE Access Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2019	J	`jnl`	Learning-based estimation of dielectric properties and tissue density in head models for personalized radio-frequency dosimetry. CoRR Essam A. Rashed, Yinliang Diao, Akimasa Hirata
2019	J	`jnl`	Non-Uniform Conductivity Estimation for Personalized Brain Stimulation using Deep Learning. CoRR Essam A. Rashed, José Gómez-Tames, Akimasa Hirata
2019	J	`jnl`	Spatial Averaging Schemes of In Situ Electric Field for Low-Frequency Magnetic Field Exposures. IEEE Access Yinliang Diao, José Gómez-Tames, Essam A. Rashed, Robert Kavet, Akimasa Hirata
2018	—	`conf`	An Interactive Mixed Reality Imaging System for Minimally Invasive Surgeries. ICSIE Samir Abou El-Seoud, Amr S. Mady, Essam A. Rashed
2018	—	`conf`	Computer Aided Diagnosis System for Liver Cirrhosis Based on Ultrasound Images. ICSIE Reham Rabie, Mohamed Meselhy Eltoukhy, Mohammad al-Shatouri, Essam A. Rashed
2018	—	`conf`	Image Denoising Technique for CT Dose Modulation. ICSIE Haneen A. Elyamani, Samir Abou El-Seoud, Essam A. Rashed
2017	J	`jnl`	Double-Sided Sliding-Paraboloid (DSSP): A new tool for preprocessing GPR data. Comput. Geosci. Mohamed Rashed, Essam A. Rashed
2016	—	`conf`	Interactive Gestures for Liver Angiography Operation. HCI (15) Dina A. Elmanakhly, Ayman Atia, Essam A. Rashed, Mostafa-Sami M. Mostafa
2016	—	`conf`	Low Dose CT Image Restoration by Incremental Learning and Ant Colony Optimization. ICCTA Mohamed Hashem, Essam A. Rashed, Fatma Harby Mohamed
2016	J	`jnl`	Probabilistic atlas prior for CT image reconstruction. Comput. Methods Programs Biomed. Essam A. Rashed, Hiroyuki Kudo
2015	—	`conf`	An Elliptical Basis Function Network for Non-blind Image Deconvolution. ICCTA Mohammad Hashem, Essam A. Rashed, Fatma Harby Mohamed
2015	J	`jnl`	Sparsity-constrained three-dimensional image reconstruction for C-arm angiography. Comput. Biol. Medicine Essam A. Rashed, Mohammad al-Shatouri, Hiroyuki Kudo
2007	J	`jnl`	Multiresolution mammogram analysis in multilevel decomposition. Pattern Recognit. Lett. Essam A. Rashed, Ismail A. Ismail, Sherif I. Zaki