Personal information

Deep Learning, Machine Learning, Image processing, FPGA, Sequence Alignment
Egypt, Saudi Arabia

Biography

Amr E. Rashed, Assistant Professor. He worked as an Assistant Lecturer at the Faculty of Engineering, Mansoura University, from 2005 to 2009. He then worked as a Lecturer at Misr Engineering and Technology Institute from 2009 to 2012 and as a Lecturer at Taif University from 2012 to 2024.
He received his B.Sc., M.Sc., and Ph.D. degrees in Electronics and Communication Engineering from the Faculty of Engineering at Mansoura University in 2005, 2010, and 2021, respectively.
He has worked part-time as a MATLAB and FPGA/VHDL instructor at JELECOMM Egypt, EGYCET, IT Share, and New Horizon. His research focuses on Deep Learning, Machine Learning, Signal Processing, Natural Language Processing (NLP), and Computer Vision.
Dr. Rashed runs a YouTube educational channel with approximately 10,000 subscribers and 1 million views, featuring 460 video tutorials. He has published 17 research papers in high-impact factor journals. Additionally, he ranked third out of 18 in his department at Taif University based on the university's researcher index.

Activities

Employment (1)

Taif University: Taif, Mecca, SA

2012-09-21 to 2024-08-17 | lecturer (Department of Computer Engineering, College of Computers and Information Technology,)
Employment
Source: Self-asserted source
Amr E.Eldin Rashed

Education and qualifications (3)

Mansoura University Faculty of Engineering: Mansoura, EG

2014-07-17 to 2021-08-25 | Ph.D. (Electronics & Communications Engineering,)
Education
Source: Self-asserted source
Amr E.Eldin Rashed

Mansoura University Faculty of Engineering: Mansoura, EG

2005-09-20 to 2010-04-23 | Msc. Master degree (electronics and communication department)
Education
Source: Self-asserted source
Amr E.Eldin Rashed

Mansoura University Faculty of Engineering: Mansoura, Dakahlia, EG

2000 to 2005 | Bsc degree (electronics and communication department)
Qualification
Source: Self-asserted source
Amr E.Eldin Rashed

Works (20)

Efficient machine learning models across multiple datasets for autism spectrum disorder diagnoses

Biomedical Signal Processing and Control
2025-02 | Journal article
Part of ISSN: 1746-8094
Contributors: Amr E. Eldin Rashed; waleed bahgat; Ali Ahmed; Tamer Ahmed Farrag; Ahmed E. Mansour Atwa
Source: Self-asserted source
Amr E.Eldin Rashed

LightGBM: A Leading Force in Breast Cancer Diagnosis Through Machine Learning and Image Processing

IEEE open access
2024 | Review
Contributors: Amr E.Eldin Rashed
Source: Self-asserted source
Amr E.Eldin Rashed

Optimizing Shear Capacity Prediction of Steel Beams with Machine Learning Techniques

Arabian Journal for Science and Engineering
2024 | Journal article
Contributors: Elamary, Ahmed S.; Sharaky, Ibrahim A.; Alharthi, Yasir M.; Rashed, Amr E.
Source: check_circle
Web of Science Researcher Profile Sync

Facial image analysis for automated suicide risk detection with deep neural networks

Artificial Intelligence Review
2024-09-03 | Journal article
Part of ISSN: 1573-7462
Contributors: Amr E. Eldin Rashed; Ahmed E. Mansour Atwa; Ali Ahmed; Mahmoud Badawy; Mostafa A. Elhosseini; Waleed M. Bahgat
Source: Self-asserted source
Amr E.Eldin Rashed

A Novel Multi-Scaled Deep Convolutional Structure for Punctilious Human Gait Authentication

Biomimetics
2024-06-16 | Journal article
Part of ISSN: 2313-7673
Contributors: reem nehad; Mohamed Ata; Amr E. Eldin Rashed; Mahmoud Badawy; Mostafa Elhosseini; Waleed M. Bahgat
Source: Self-asserted source
Amr E.Eldin Rashed

Conditional cascaded network (CCN) approach for diagnosis of COVID-19 in chest X-ray and CT images using transfer learning

Biomedical Signal Processing and Control
2024-01 | Journal article
Part of ISSN: 1746-8094
Contributors: Amr E. Eldin Rashed; waleed bahgat
Source: Self-asserted source
Amr E.Eldin Rashed
grade
Preferred source (of 2)‎

Comparative evaluation of automated machine learning techniques for breast cancer diagnosis

Biomedical Signal Processing and Control
2023 | Journal article
Contributors: Rashed, Amr E. Eldin; Elmorsy, Ashraf M.; Atwa, Ahmed E. Mansour
Source: check_circle
Web of Science Researcher Profile Sync

Implementing Machine Learning to predict the 10-year risk of Cardiovascular Disease

Qeios
2023 | Review
Contributors: Amr E.Eldin Rashed
Source: Self-asserted source
Amr E.Eldin Rashed

Accelerating DNA pairwise sequence alignment using FPGA and a customized convolutional neural network

Computers and Electrical Engineering
2021 | Journal article
EID:

2-s2.0-85104977558

Part of ISSN: 00457906
Contributors: Rashed, A.E.E.-D.; Obaya, M.; Moustafa, H.E.
Source: Self-asserted source
Amr E.Eldin Rashed via Scopus - Elsevier

Fault Detection Algorithms for Achieving Service Continuity in Photovoltaic Farms

Intelligent Automation & Soft Computing
2021 | Journal article
Part of ISSN: 1079-8587
Contributors: Sherif S. M. Ghoneim; Amr E. Rashed; Nagy I. Elkalashy
Source: Self-asserted source
Amr E.Eldin Rashed

Sequence Alignment Using Machine Learning-based Needleman–Wunsch Algorithm

IEEE Access
2021 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Amr E.Eldin Rashed
grade
Preferred source (of 3)‎

Pre-Trained Convolutional Neural Networks for Breast Cancer Detection Using Ultrasound Images

ACM Transactions on Internet Technology
2021-07 | Journal article
Source: Self-asserted source
Amr E.Eldin Rashed

Adaptive Dynamic Meta-heuristics for Feature Selection and Classification in Diagnostic Accuracy of Transformer Faults

IEEE Access
2021-05 | Journal article
Source: Self-asserted source
Amr E.Eldin Rashed
grade
Preferred source (of 2)‎

Convolutional neural network-based models for diagnosis of breast cancer

Neural Computing and Applications
2020 | Journal article
EID:

2-s2.0-85092393765

Part of ISSN: 14333058 09410643
Contributors: Masud, M.; Eldin Rashed, A.E.; Hossain, M.S.
Source: Self-asserted source
Amr E.Eldin Rashed via Scopus - Elsevier

Saudi Arabia License Plate Detection based on ANN and Objects Analysis

International Journal of Applied Engineering Research
2017 | Journal article
Source: Self-asserted source
Amr E.Eldin Rashed

Review of FPD'S Languages, Compilers, Interpreters and Tools

International Journal of Novel Research in Computer Science and Software Engineering,
2016 | Journal article
Source: Self-asserted source
Amr E.Eldin Rashed

DCT vs. DWT based license plate detection

International Journal of Imaging and Robotics
2014 | Journal article
EID:

2-s2.0-84902005664

Contributors: Rashed, A.E.
Source: Self-asserted source
Amr E.Eldin Rashed via Scopus - Elsevier

Fast Algorithm for Noisy Speaker Recognition using ANN

International Journal of Computer Engineering & Technology
2014 | Journal article
Source: Self-asserted source
Amr E.Eldin Rashed

A Fast Algorithm for License Plate Detection

INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, IMAGE PROCESSING AND PATTERN RECOGNITION (ICSIPR)
2013 | Journal article
Contributors: Rashid, Amr E.
Source: check_circle
Web of Science Researcher Profile Sync

Modified Technique for Speaker Recognition using ANN

International Journal of Computer Science and Network Security
2013-08 | Journal article
Source: Self-asserted source
Amr E.Eldin Rashed