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Hossam Magdy Balaha

Ph.D. Candidate and Graduate Teaching Assistant (GTA) at the Bioengineering Department, J.B. Speed School of Engineering, University of Louisville, USA.
Assistant Lecturer with the Computer Engineering and Control Systems Department, Faculty of Engineering, Mansoura University, Egypt.
Artificial Intelligence Engineer • Senior Full Stack Web and Cross-platform Mobile Developer/Instructor • Freelancer
ORCiD (ORCID iD icon) • LinkedIn • GitHub • YouTube • Google Scholar • ResearchGate • Academia • Web of Science • Frontiersin Loop • DBLP • Kaggle • Coursera • Semantic Scholar • IEEE Xplore • Mansoura University Profile • Instagram • Facebook • Twitter
Experience Education Official Scientific Awards Scientific Academies and Workshops Conferences and Talks Teaching Experience Published Journal Articles Published Conference Papers Published Book Chapters Posters Recent Certifications Career Certifications & Examinations Scientific Peer Reviews (As a Reviewer) Work Experience Scientific Interests Languages Activities and Volunteering Codes & Datasets YouTube Courses Skills & Tools Desktop, Web, and Mobile Applications Freelance Judgement Competitions

Biography

Hossam Magdy Balaha, born in Egypt in 1993, is a Ph.D. Candidate and Graduate Teaching Assistant (GTA) at the Bioengineering Department, Speed School of Engineering, University of Louisville (UofL), USA. He also serves as an Assistant Lecturer at the Computers Engineering and Systems Department, Faculty of Engineering, Mansoura University, Egypt. In addition to his academic roles, he is a Senior Full Stack Laravel Web Developer, AI Engineer, and Freelancer. Hossam earned his B.Sc. and M.Sc. degrees from the Computers Engineering and Systems Department at Mansoura University. He has created a range of educational courses on YouTube, covering topics such as Artificial Intelligence (AI) techniques in digital histopathology and radiomics, web development, and the Internet of Things (IoT). His work includes the development of various web and mobile applications. He has actively contributed to numerous projects and competitions aligned with his fields of interest. Hossam's primary research interests include Medical Image Analysis, AI, Deep Learning (DL), Machine Learning (ML), Computer Vision (CV), Radiomics, Soft Computing, Web Development, and System Development. He has published several research papers, presented at conferences, and contributed to book chapters on these topics. He has been recognized by the University of Louisville with several awards, including the Outstanding International Student Award. Additionally, Hossam serves as a reviewer for several prestigious journals, including IEEE Access, IEEE Transactions on Cybernetics, the Journal of Ambient Intelligence and Humanized Computing (JAIHC), and Multimedia Tools and Applications (MTAP).

Long Biography

Hossam Magdy Balaha, born in Egypt in 1993, is a dedicated scholar whose academic journey reflects his profound commitment to advancing the fields of Bioengineering, Computer Science, and Artificial Intelligence (AI). Currently, he is pursuing a Ph.D. and serving as a Graduate Teaching Assistant (GTA) at the Bioengineering Department, J.B. Speed School of Engineering, University of Louisville (UofL), USA. In addition, Hossam holds the position of Assistant Lecturer at Mansoura University, Egypt.

As a GTA, Hossam actively contributes to teaching and mentorship, focusing on key areas such as AI, Machine Learning (ML), Medical Image Analysis, Digital Histopathology, Radiomics, and Medical Image Processing. He supervises students and oversees graduation projects, fostering the development of future engineers and researchers. At Mansoura University, he teaches courses on Computer Programming, Computer Graphics, AI, Multimedia, and FPGA, broadening his impact on education.

Hossam's research contributions are substantial, with an H-Index of 21 and over 1,100 citations. He has published more than 40 research papers (e.g., peer-reviewed articles, conference papers, and book chapters) across a wide array of topics, including Medical Image Analysis, Deep Learning, Digital Histopathology, Radiomics, Web Development, Internet of Things (IoT), Computer Vision, Cloud Computing, and Soft Computing. His ongoing research also explores the integration of AI into personalized medicine, multi-modal medical data fusion, and improving interpretability in AI models, particularly for medical applications.

Hossam's work has been widely recognized through multiple prestigious awards, including the Exemplary Research Scholarship Award (2023 and 2024), the Outstanding International Student Award (2024), the Inclusive Excellence Award (Finalist, 2024), and the Best Graduate Student Peer-Reviewed Journal Paper Award (2024). In addition, he received a Certificate of Recognition for attending PLAN Workshops (2024).

Hossam earned his Master's degree in Computer Engineering and Control Systems from Mansoura University with a perfect GPA of 4.00/4.00. His research for this degree focused on developing a Deep Learning Framework Model for Arabic Handwritten Text Recognition. He also holds a Bachelor's degree in Computers and Systems Engineering from the same institution, demonstrating his consistent academic excellence.

In addition to his academic roles, Hossam is a Senior Full Stack Laravel Web Developer, AI Engineer, and Freelancer. He has created several educational courses on YouTube, focusing on AI techniques in digital histopathology, radiomics, web development, and IoT. His professional work spans building systems, web, and mobile applications, and contributing to numerous projects and competitions aligned with his research interests.

Hossam's commitment to fostering inclusive excellence is evident in his active engagement with diverse cultural perspectives and his effort to integrate diversity and inclusion into his teaching. His bilingualism enhances his ability to communicate across cultures, and his participation in the NSF's Innovation Corps (I-Corps™) program underscores his commitment to incorporating diverse perspectives into entrepreneurial efforts.

A passionate advocate for social justice, Hossam supports initiatives addressing systemic issues like police brutality, White supremacy, systemic racism, and anti-Blackness. He is actively involved in community service, contributing to organizations like "International OASIS - Organization Assisting and Serving International Students and Scholars" and serving as a Graduate Student Ambassador for the University of Louisville. His dedication to service extends to regular blood donations and other volunteer efforts, exemplifying his values of empathy, compassion, and community engagement.

Through his academic, professional, and social initiatives, Hossam continues to make meaningful contributions to both his fields of expertise and society as a whole.

Experience

Graduate Teaching Assistant (GTA) / Research Assistant (RA)

University of Louisville
From: 2022-09-19 - To: Present

Graduate Teaching Assistant (GTA) / Research Assistant (RA) at the Bioengineering Department, J.B. Speed School of Engineering, University of Louisville, USA.

Assistant Lecturer (Assist. Lect.)

Mansoura University
From: 2020-12-28 - To: Present

Assistant Lecturer with the Computers Engineering and Systems Department, Faculty of Engineering, Mansoura University, Egypt.

Teaching Assistant (TA)

Mansoura University
From: 2017-08-13 - To: 2020-12-28

Teaching Assistant with the Computers Engineering and Systems Department, Faculty of Engineering, Mansoura University, Egypt.

Sci. Interests (Ordered by Priority)

  • Medical Image Analysis
  • Deep Learning (DL)
  • Machine Learning (ML)
  • Artificial Intelligence (AI)
  • Computer Vision (CV)
  • Soft Computing
  • Meta-heuristic Optimization
  • Digital Image Processing (DIP)
  • Web Development
  • System Development
  • Internet of Things (IoT)
  • Cloud Computing
  • Embedded Systems
  • Robotics

Education

Interdisciplinary Studies: Specialization in Translational Bioengineering (PhD)

University of Louisville
From: Fall 2022 - To: Present

Verified International Academic Qualifications

World Education Services
Verification Badge: Click to Open
Badge Evidence: Click to Open

This badge indicates that World Education Services (WES) has evaluated the associated credential on behalf of the holder. Verifies the authenticity of the claimed credential. Provides assurance that the awarding institution and/or program was accredited at the point that the credential was issued Indicates that the associated credential has been assessed for its U.S. equivalency. Please see the evidence link below which is verification of only the credential with which it is associated.

M.Sc. in Computer Engineering and Control Systems

Mansoura University
From: 2017-06 - To: 2020-11
  • Country: Egypt.
  • Duration: Two Years.
  • Year: 2020.
  • Major: Computer Engineering and Control Systems.
  • U.S. Equivalency: Master's Degree.
  • Research Title: Proposing a Deep Learning Framework Model for Arabic Handwritten Text Recognition.
  • Percentage Score (According to Mansoura University): 98.75/100%.
  • GPA Score (According to WES): 4.00/4.00 (Credit Hours: 28 Hours).
  • Completed Seminar Course Title: Web Scraping Techniques.
  • For my U.S. World Education Services (WES) Evaluation, you can contact to retreive it.

B.Sc. in Computers and Systems Engineering

Mansoura University
From: 2011-06 - To: 2016-06
  • Country: Egypt.
  • Duration: Five Years.
  • Year: 2016.
  • Major: Computers and Systems Engineering.
  • U.S. Equivalency: Bachelor's Degree.
  • Percentage Score (According to Mansoura University): The First – 94.23/100% (Excellent with Honour).
  • GPA Score (According to WES): 3.99/4.00 (Credit Hours: 155.5 Hours).
  • Graduation Project Title: Automated Attendance and Sharing Information Systems using Face Recognition, Control Design, and IoT. Grade: Excellent.
  • For my U.S. World Education Services (WES) Evaluation, you can contact to retreive it.

Languages

  • Arabic (Native)
  • English (Professional)

Official Scientific Awards

Best Student Paper Awards - Track 6

27th International Conference on Pattern Recognition (ICPR 2024)
Paper Title: A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability.
Authors: Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Mahmoud Ali, Mostafa Abdelrahim, Mohmaed Khudri, Begonya Garcia-Zapirain and Ayman El-Baz
Selected by the ICPR-2024 Program Committee.
Prizes/Awards More Information (Click to Open)
Certification: Open or Download

Bioengineering Department Newsletter Recognition (Spring 2024)

University of Louisville
From: J.B. Speed School of Engineering, University of Louisville
Hossam Magdy Balaha has won the Outstanding International Student Award. This award is given to recognize international students who have made significant contributions to the advancement of the University of Louisville and represents the highest in academic achievement. Hossam is currently a Ph.D. candidate in the Department of Bioengineering and we are very proud and wish him the very best in his future endeavors. He is currently involved in a histopathology and radiology research project utilizing artificial intelligence to diagnose and provide treatment plans. He is also a Graduate Teaching Assistant for classes such as BE544, Artificial Intelligence Techniques in Digital Pathology.
Link: Balaha Named Outstanding International Student (Click to Open)

Exemplary Research Scholarship Award (2023 and 2024)

University of Louisville
From: J.B. Speed School of Engineering Honors and Awards, University of Louisville
The award recognizes doctoral students who have a superior record of scholarship as evidenced by peer-reviewed manuscripts and intellectual property generation that demonstrate innovation and impact in the field of Bioengineering. This award can be awarded to any doctoral student at the University of Louisville mentored by a Bioengineering faculty member. Recipients will receive a commemorative plaque.
Link: Dean's List and Dean's Scholars (Click to Open)

Best Graduate Student Peer-Reviewed Journal Paper Award (2024)

University of Louisville
From: J.B. Speed School of Engineering Honors and Awards, University of Louisville
This award will be given to a masters student in Bioengineering or doctoral student in the Interdisciplinary Studies with Specialization in Translation Bioengineering program having a first-authored peer-reviewed original research journal paper. The study or technology described in the paper will be innovative, relevant, and have an impact on the field of bioengineering. The paper will demonstrate methodological rigor and convey an insightful interpretation and discussion of findings. Papers that have been accepted, in press, or published within the previous year are eligible. Recipients receive a monetary award and a commemorative plaque.
Link: Dean's List and Dean's Scholars (Click to Open)

Outstanding International Student Award (2024)

University of Louisville
From: University of Louisville
Each year the University of Louisville recognizes the achievements made by our students, student organizations, and advisers. These awards are an opportunity for our community to come together to celebrate the accomplishments of our talented students, not just the award winners but all the nominees.
Link (1): Student Awards 2024 (Click to Open)
Link (2): Celebration of Excellence in Graduate Diversity (Click to Open)

Inclusive Excellence Award (Finalist) (2024)

University of Louisville
From: The Graduate Dean's Reception at University of Louisville
The Graduate Dean's Reception Students honors graduate students who demonstrate dedication to their academic and/or professional development and success as graduate students and beyond, by actively engaging in their academic programs and/or participating in cross-disciplinary workshops, meetings, and events. These students represent the possibilities of interdisciplinary and commitment to continuous learning. Recognized students will be invited in the spring, and the event is traditionally held on Reading Day in the spring.
Link: Graduate Student Dean's Reception (Click to Open)

Certificate of Recognition for attending PLAN Workshops (2024)

University of Louisville
From: The Graduate Dean's Reception at University of Louisville
The Graduate Dean's Reception Students honors graduate students who demonstrate dedication to their academic and/or professional development and success as graduate students and beyond, by actively engaging in their academic programs and/or participating in cross-disciplinary workshops, meetings, and events. These students represent the possibilities of interdisciplinary and commitment to continuous learning. Recognized students will be invited in the spring, and the event is traditionally held on Reading Day in the spring.
Link: Graduate Student Dean's Reception (Click to Open)

Scientific Academies and Workshops

Publishing Academy

University of Louisville
The Publishing Academy is a six-week program that helps graduate students navigate academic publishing. Through online sessions led by faculty and librarians, participants learn about peer review, authors' rights, publishing agreements, and selecting venues. Interdisciplinary panels provide insights from tenured and early-career faculty. Topics include citation impact, copyright, open access, writing for publication, and AI in publishing. Participants complete a publishing workbook, gain practical strategies, and receive a certificate for their transcript and CV. The program is a collaboration between the Graduate School and University Libraries.
Cohort: Spring 2025
Date: March 2025 (In Progress)
Link: More Information (Click to Open)

GTA Academy Part 2: Advanced Concepts and Strategies in Post-Secondary Teaching

University of Louisville
Part 2 of the GTA Academy, titled "Advanced Concepts and Strategies in Post-Secondary Teaching," s a semester-long series of sessions designed to build on existing understanding, experience and skills in teaching and learning at the post-secondary level. Graduate students who have completed a prior GTA Academy, as well as those who have completed a course in college teaching or have a degree in teaching, are invited to apply to this more in-depth series of sessions designed to provide graduate students an opportunity to learn about college teaching in a deeper and more interactive way.
Cohort: Spring 2025 (In Progress)
Date: March 2025
Link: More Information (Click to Open)

Fall 2024 Graduate Teaching Assistant (GTA) Academy Part I: Introduction to Teaching in Higher Education

University of Louisville
Part 1 of the GTA Academy, titled "Introduction to Teaching in Higher Education," is a semester-long series consisting of nine sessions conducted in the fall. It aims to introduce graduate students to the fundamentals of college teaching. The program includes collaborative learning with faculty mentors who are experts in teaching. The sessions cover essential topics such as learning, motivation, and student development theories; assessment methods; proactive classroom management; assignment and lesson design; crafting a teaching philosophy statement; and practice teaching with peers. Upon completion, participants will have developed a teaching toolkit, a teaching philosophy statement, a teaching portfolio, and gained experience through a mini-teaching opportunity.
Cohort: Fall 2024
Date: December 2024
Link: More Information (Click to Open)
LinkedIn (University of Louisville Graduate School): More Information (Click to Open)

Fall 2024 Community Engagement Academy (Part I)

University of Louisville
Part 1 of the Community Engagement Academy is a semester-long program that introduces graduate students to key concepts, methods, and considerations in community-engaged scholarship. It is interdisciplinary, open to all academic disciplines, and involves collaboration between the Graduate School and campus faculty and staff.
Cohort: Fall 2024
Date: November 2024
Link: More Information (Click to Open)
LinkedIn (University of Louisville Graduate School): More Information (Click to Open)

Research Mentoring Program and Mentoring Academy (Part I)

University of Louisville
The Research Mentoring Program, spearheaded by Drs. Linda Fuselier and Michelle Rodems, emerged as the winning proposal in the Design Think Shark Tank at the University of Louisville during 2020-2021, aligned with the institution's strategic planning initiatives. Funded by an awarded grant, this program encompasses three parts, starting with "Developing Skills & Building Confidence."
Cohort: Summer 2024
Date: June 2024
Link: More Information (Click to Open)
LinkedIn (University of Louisville Graduate School): More Information (Click to Open)

Conferences and Talks

2nd Annual CAIRS Symposium (2023)

Omni Louisville Hotel, Commenwealth Ballroom
Talk: Harnessing Artificial Intelligence for Data Analysis: An Introductory Guide using Google Bard and ChatGPT.
Date: September 23, 2023
Link: Center for AI in Radiological Sciences (Click to Open)

Teaching Experience

BE 544: Artificial Intelligence (AI) Techniques in Digital Histopathology

Bioenegineering Department, J.B. Speed School of Engineering, University of Louisville
Role: Graduate Teaching Assistant (GTA): Teaching Assistant
Terms: Summer 2024 (Online)
YouTube Playlist Link - Summer 2024 (Recorded): Click to Open
GitHub Repo Link: Click to Open

BE 645: Artificial Intelligence (AI) and Radiomics

Bioenegineering Department, J.B. Speed School of Engineering, University of Louisville
Role: Graduate Teaching Assistant (GTA): Teaching Assistant
Terms: Summer 2024 (Online) and Spring 2025 (In Person)
YouTube Playlist Link - Spring 2025 (AI-Generated Podcasts): Click to Open
YouTube Playlist Link - Summer 2024 (Recorded): Click to Open
GitHub Repo Link: Click to Open

BE 354: Anatomy and Physiology

Bioenegineering Department, J.B. Speed School of Engineering, University of Louisville
Role: Graduate Teaching Assistant (GTA): Grader + Lab Assistant
Terms: Spring 2024 and Spring 2025 (In Person)

BE 654: Advanced Physiology

Bioenegineering Department, J.B. Speed School of Engineering, University of Louisville
Role: Graduate Teaching Assistant (GTA): Grader
Terms: Spring 2024 (Online)

Computer Graphics (2021, 2019, 2018, 2017)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: (Assistant Lecturer / Teaching Assistant): Lab Assistant + Grader

Database 2 (2021)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Assistant Lecturer: Lab Assistant + Grader

Control Engineering 2 (2021)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Assistant Lecturer: Lab Assistant + Grader

Computer Architecture (2) (2020, 2017)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: (Assistant Lecturer / Teaching Assistant): Lab Assistant + Grader

Elective Course 2 (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Digital Logic Design (2019, 2016)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Computer Architecture (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Advance Robots (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Data Structures and Algorithms (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Computer Maintenance (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Management Information Systems (2019, 2018)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Computer Programming using VB.Net (2019, 2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Microprocessors Design (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Language Processing (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Artificial Intelligence (2019, 2018, 2017)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Decision Support Systems (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Computer Control Systems (2) (2019)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Elective Course 5 - Multimedia (2018, 2017)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Elective Course 4 - FPGA (2017)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Statistics with SPSS (2017)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Elective Course 4 - Information Technology Management and Making Decisions (2016)

Computer Engineering and Control Systems Department, Mansoura University, Mansoura, Egypt
Role: Teaching Assistant: Lab Assistant + Grader

Published Journal Articles

Advancing eye disease detection: A comprehensive study on computer-aided diagnosis with vision transformers and SHAP explainability techniques

Biocybernetics and Biomedical Engineering (Elsevier)
Published: December, 2024

Early detection of monkeypox: Analysis and optimization of pretrained deep learning models using the Sparrow Search Algorithm

Results in Engineering (Elsevier)
Published: October, 2024

Artificial intelligence can help individualize wilms tumor treatment by predicting tumor response to preoperative chemotherapy

Investigative and Clinical Urology
Published: October, 2024

Artificial Intelligence-based Kidney Segmentation with Modified Cycle-Consistent Generative Adversarial Network and Appearance-based Shape Prior

IEEE Access (IEEE)
Published: October, 2024

Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System with Multi-Modal MRI Texture Analysis

IEEE Access (IEEE)
Published: September, 2024

DMDRDF: diabetes mellitus and retinopathy detection framework using artificial intelligence and feature selection

Application of Soft Computing (Springer)
Published: August, 2024

An Automated Metaheuristic-optimized Approach for Diagnosing and Classifying Brain Tumors Based on a Convolutional Neural Network

Results in Engineering (Elsevier)
Published: July, 2024

Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling

Computer Methods and Programs in Biomedicine (Elsevier)
Published: June, 2024

Advancing feature ranking with hybrid feature ranking weighted majority model: a weighted majority voting strategy enhanced by the Harris hawks optimizer

Journal of Computational Design and Engineering (Oxford University Press)
Published: May, 2024

An aseptic approach towards skin lesion localization and grading using deep learning and harris hawks optimization

Multimedia Tools and Applications (Springer)
Published: February, 2024

A concentrated machine learning-based classification system for age-related macular degeneration (AMD) diagnosis using fundus images

Scientific Reports (Nature)
Published: January, 2024

Mathematical Modeling and Analysis of Credit Scoring Using the LIME Explainer: A Comprehensive Approach

Mathematics (MDPI)
Published: October, 2023

A generic optimization and learning framework for Parkinson disease via speech and handwritten records

Journal of Ambient Intelligence and Humanized Computing (Springer)
Published: August, 2023

A comprehensive framework towards segmenting and classifying breast cancer patients using deep learning and Aquila optimizer

Journal of Ambient Intelligence and Humanized Computing (Springer)
Published: 07 April, 2023

A0198 - Tailored treatment of childhood renal tumors using artificial intelligence to predict tumor response to preoperative chemotherapy

European Urology (Science Direct)
Published: February 2023

An Analysis of Burnout among Female Nurse Educators in Saudi Arabia Using K-Means Clustering

European Journal of Investigation in Health, Psychology and Education (MDPI)
Published: 30 December, 2022

Role of Imaging and AI in the Evaluation of COVID-19 Infection: A Comprehensive Survey

Frontiers in Bioscience-Landmark (Landmark Edition)
Published: 30 September, 2022

Construction and Writing Flaws of the Multiple-Choice Questions in the Published Test Banks of Obstetrics and Gynecology: Adoption, Caution, or Mitigation?

Avicenna Journal of Medicine
Published: 31 August, 2022

A generic optimization and learning framework for Parkinson disease via speech and handwritten records

Journal of Ambient Intelligence and Humanized Computing
Published: 26 August, 2022

Classification of breast cancer using a manta-ray foraging optimized transfer learning framework

PeerJ Computer Science (PeerJ)
Published: 08 August, 2022

A3C-TL-GTO: Alzheimer Automatic Accurate Classification Using Transfer Learning and Artificial Gorilla Troops Optimizer

Sensors (MDPI)
Published: 02 June, 2022

An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network

Computers in Biology and Medicine (Elsevier)
Published: 12 March, 2022

Hybrid deep learning and genetic algorithms approach (HMB-DLGAHA) for the early ultrasound diagnoses of breast cancer

Neural Computing and Applications (Springer)
Published: 31 January, 2022

A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach

Artificial Intelligence Review (Springer)
Published: 29 January, 2022

CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learning

Expert Systems with Applications (Elsevier)
Published: 09 September, 2021

Hybrid COVID-19 segmentation and recognition framework (HMB-HCF) using deep learning and genetic algorithms

Artificial Intelligence in Medicine (Elsevier)
Published: 07 September, 2021

An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray images

PeerJ Computer Science
Published: 27 May, 2021

Codes & Datasets

  • Cervical vertebral maturation assessment using an innovative artificial intelligence-based imaging analysis system (Research Paper Script) (Link)
  • BE 544 Artificial Intelligence (AI) Techniques in Digital Histopathology (Summer 2024) (Link)
  • BE 645 Artificial Intelligence (AI) and Radiomics (Summer 2024) (Link)
  • BE 544 AI Techniques in Pathology (Final Course Project Fall 2022) (Link)
  • BE 544: Weakly Supervised Nuclei Segmentation Project (Link)
  • CNN Hyperparameters Optimization using Metaheuristic Optimizers (Link)
  • HMBD Dataset v1 (Link)
  • Hybrid COVID-19 Segmentation and Recognition Framework (HMB-HCF) using Deep Learning and Genetic Algorithms (Research Paper Script) (Link)
  • Towards Human Action Recognition based on Transfer Learning Approach (Research Paper Script) (Link)
  • An Optimized Transfer Learning-based Approach for Automatic Detection of COVID-19 from Chest X-ray Images (Research Paper Script) (Link)
  • Deep Learning Classification System using PHP and Keras (Link)
  • IoT Management System using Pi and PHP (Link)
  • Biomix Web Application (Link)

Published Conference Papers

A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor

2024 IEEE International Symposium on Biomedical Imaging (ISBI)
Published: May, 2024

A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images

2024 IEEE International Symposium on Biomedical Imaging (ISBI)
Published: May, 2024

A novel textural and morphological-based cad system for early and accurate diagnosis of vertebral tumors

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
Published: May, 2023

Skills & Tools

Web Frontend

HTML/5
CSS/3
JavaScript
Bootstrap
jQuery
SASS
Vue.js
Angular
React
EcmaScript
ES6

Web Backend

SQL
PHP
MySQL
PostgreSQL
Laravel
WordPress

Mobile

React Native (Cross-platform)
Ionic (Cross-platform)
Android

Known Languages

Python
PHP
SQL
JavaScript
HTML
CSS
C#
MATLAB
Java
C
C++
Visual Basic
R
Arduino
MicroC
Processing
VHDL
Verilog

Techs

Git
Version Control
AJAX
OAuth
Wireframing
Balsamiq
Code Review
DevOps
Unit Testing
ORM
API

Published Book Chapters

Advances in human activity recognition: Harnessing machine learning and deep learning with topological data analysis

Advances in Neural Engineering: Brain-Computer Interfaces (Academic Press)
Published: November, 2024

Activities and Volunteering

Vice President for Events and Activities (2024-2025) - Volunteer

International OASIS - Organization Assisting and Serving International Students and Scholars (University of Louisville)
Link: More Information (Click to Open)

Recent Certifications

Machine Learning with Python: Foundations

LinkedIn Learning
Certification: Open or Download

Certification of Completion: AIM-AHEAD

VADSTI Data Science Training Program
Certification: Open or Download

Statement of Accomplishment of the NSF I-Corps™ Southwest Winter 2024

National Science Foundation (NSF)
NSF I-Corps™ Southwest Winter 2024
Certification: Open or Download

Human Research & Human Subjects and HIPAA Research

CITI Program Course
May 24, 2023
Certification: Open or Download

Conflicts of Interest (Basic Course)

CITI Program
August 19, 2022
Certification: Open or Download

Human Research (Basic Course)

CITI Program
August 19, 2022
Certification: Open or Download

Introduction to Python Programming

Coursera
May 09, 2022
Certification: Open or Download

Excel Skills for Business: Essentials

Coursera
April 18, 2022
Certification: Open or Download

Reinforcement Learning Qwik Start

Coursera
March 29, 2022
Certification: Open or Download

Object Localization with TensorFlow

Coursera
Febreuary 19, 2022
Certification: Open or Download

Transfer Learning for NLP with TensorFlow Hub

Coursera
Febreuary 14, 2022
Certification: Open or Download

Tweet Emotion Recognition with TensorFlow

Coursera
Febreuary 14, 2022
Certification: Open or Download

Applied Text Mining in Python

Coursera
December 06, 2021
Certification: Open or Download

Introduction to Data Science in Python

Coursera
November 09, 2021
Certification: Open or Download

Getting started with TensorFlow 2

Coursera
November 03, 2021
Certification: Open or Download

Introduction to Basic Game Development using Scratch

Coursera
October 15, 2021
Certification: Open or Download

Introduction to Genomic Technologies

Coursera
October 13, 2021
Certification: Open or Download

Building a Business Presence With Facebook Marketing

Coursera
October 08, 2021
Certification: Open or Download

Fine Tune BERT for Text Classification with TensorFlow

Coursera
August 27, 2021
Certification: Open or Download

Career Certifications & Examinations

Test of English as a Foreign Language (TOEFL) Internet-based Test (iBT)

ETS (TOEFL)
2021-09-11 (Score: 89)

The Graduate Record Examination (GRE)

ETS (GRE)
2021-06-17 (Score: 304)

Scientific Publishing (النشر العلمي)

University Development Center (UDC) - Mansoura University
10 hours (17/06/2020 – 18/06/2020)

Quality Standards in the Teaching Process (معايير الجودة فى العملية التدريسية)

University Development Center (UDC) - Mansoura University
10 hours (13/06/2020 – 14/06/2020)

Research Ethics (اخلاقيات البحث العلمى)

University Development Center (UDC) - Mansoura University
10 hours (13/05/2020 – 14/05/2020)

Test of English as a Foreign Language (TOEFL) Institutional Testing Program (ITP)

ETS
2019-02-06 (Score: 533)

The International Computer Driving Licence (ICDL)

The Scientific Computing Center (SCC) - Mansoura University
2018-08-29 to 2018-09-20

References Management and Indexed Electronically Skills (ادارة المراجع و فهرستها الكترونيا)

University Development Center (UDC) - Mansoura University
10 hours (29/07/2018 – 30/07/2018)

Presentation Skills (العرض الفعال)

University Development Center (UDC) - Mansoura University
10 hours (10/07/2018 – 11/07/2018)

Scientific Peer Reviews (As a Reviewer) (#23 Journals)

Machine Graphics and Vision

Open

Informatics in Medicine Unlocked (Elsevier)

Open

Cognitive Computation (Springer)

Open

PeerJ Computer Science (PeerJ)

Open

Imaging Science Journal

Open

Applied Artificial Intelligence (Taylor & Francis)

Open

Connection Science (Taylor & Francis)

Open

Environment, Systems and Decisions (Springer)

Open

Frontiers In Neuroinformatics (Frontiers)

Open

Frontiers In Public Health (Frontiers)

Open

Multimedia Tools and Applications (Springer)

Open

Journal of Ambient Intelligence and Humanized Computing (Springer)

Open

IEEE Transactions on Cybernetics (IEEE)

Open

Soft Computing (Springer)

Open

Arabian Journal for Science and Engineering (Springer)

Open

International Journal of Intelligent Systems (Wiley)

Open

Artificial Intelligence Review (Springer)

Open

Computational Intelligence and Neuroscience (Hindawi)

Open

Computers in Biology and Medicine (Elsevier)

Open

ISA Transactions (Elsevier)

Open

YouTube Courses

IoT Management System using Pi and PHP

Open
Arabic (62 Videos)

Full Stack Web Development

Open
Arabic (69 Videos)

Raspberry Pi with Python

Open
Arabic (19 Videos)

Introduction to Algorithms

Open
Arabic (17 Videos)

Work Experience

Full Stack Web and IoT Instructor

Technical and Laboratory Services Center (TLSC)
July 2019 to May 2020

Full Stack Web and IoT Instructor at Technical and Laboratory Services Center (TLSC), Faculty of Engineering, Mansoura University, Mansoura, Egypt, from July 2019 to May 2020. Graduated groups: 2.

Technologies:

  • HTML/HTML5
  • CSS/CSS3
  • Bootstrap
  • JavaScript
  • jQuery
  • PHP
  • MySQL
  • Laravel
  • Python
  • Raspberry Pi
  • Arduino

Full Stack Web Instructor

Egycet Training Center
January 2020 to February 2020

Technologies:

  • HTML/HTML5
  • CSS/CSS3
  • Bootstrap
  • JavaScript
  • jQuery
  • PHP
  • MySQL
  • Laravel

Full Stack Web Instructor

UTC Training Center
December 2019 to January 2020

Technologies:

  • HTML/HTML5
  • CSS/CSS3
  • Bootstrap
  • JavaScript
  • jQuery
  • PHP
  • MySQL
  • Laravel

Full Stack Web and Cross-platform Mobile Instructor

Blue Ocean Company
August 2019 to December 2019

Technologies:

  • HTML/HTML5
  • CSS/CSS3
  • Bootstrap
  • JavaScript
  • jQuery
  • PHP
  • MySQL
  • Laravel
  • SASS
  • ECMAScript/ES6
  • React
  • React Native

Full Stack Web and Cross-platform Mobile Instructor

Select Training and Development Company
February 2018 to November 2019

Graduated groups: 9.

Technologies:

  • HTML/HTML5
  • CSS/CSS3
  • Bootstrap
  • JavaScript
  • jQuery
  • PHP
  • MySQL
  • Laravel

Full Stack Web Instructor

ITI (Mansoura Branch)
2 days

Technologies:

  • ES6

Full Stack Web Instructor

ITI (Kafr El-Sheikh Branch)
5 days

Technologies:

  • PHP

Remote Part-time Full Stack Web Developer / SEO Specialist

Panorama Al-Qasim Company
January 2019 to April 2019

Remote Part-time Full Stack Web Developer / SEO Specialist at Panorama Al-Qasim company.

Technologies:

  • HTML/HTML5
  • CSS/CSS3
  • Bootstrap
  • JavaScript
  • jQuery
  • PHP
  • MySQL
  • Laravel
  • SEO

Desktop, Web, and Mobile Applications

Arabuino

Open
منصة تعليمية عربية متخصصة في تقديم خدمات متنوعة في مجال برمجة الأردوينو خاصة وبقية البرمجيات مفتوحة المصدر.

Invigilators Distribution for Faculty of Engineering

Mansoura University - Faculty of Engineering

Capsule System - A modern vision for generating reports

Mansoura University - Faculty of Engineering

Timetable Generator for the CSE Department

Mansoura University - Faculty of Engineering

المؤسسة الاهلية لمطوفي حجاج تركيا و مسلمي أوروبا و أمريكا و أستراليا

Open
Complete Multiple AIO Systems

نظام المساهمين

Open
Mobile Application using React Native

Asnaf for Building

System UI and backend improvements (Completed)

Panorama Al-Qasim

Open
Updated the UI, content, and solved the backend bugs. Applied SEO on the website. (Completed)

E-Commerce Recommendation System (Lambda)

Open
You can request the credentials for the control panel testing. (Completed)

Diwan (Archiving Management System)

Designing the database schema and building the backend of the website using the provided UI theme/template. (Completed)

Al-Mohtrfeen

Open
Updated the UI, content, and solved the backend bugs. Applied SEO on the website. (Completed)

Al-Rowad Awazel

Open
Applied SEO on the website. (Completed)

Eureka Masr

Open
Updated the UI as required, and solved the required backend bugs. (Completed)

Smart Hand Sign Detection (Android) Mobile Application

(Completed)

Multiplayer Chess Game based on a C/S Architecture

Built using Java Desktop Application (Completed)

Online Games Store Website

(Completed)

Emails and Chatting Management C/S System

Built using Java Desktop Application (Completed)

Air2o (Android) Mobile Application

(Abandoned)

Rwad for Shipping

Dashboard and Database (Abandoned)

Team Spirit

Dashboard, API, and Database (Abandoned)

Freelance

2021

Completed more than 51 tasks (and/or projects).
A total success rate of 99.27%.

2020

Completed more than 135 tasks (and/or projects).
A total success rate of 99.64%.

<= 2019

Completed more than 325 tasks (and/or projects).
A total success rate of 97.43%.

Judgement

Lion Follower Competition Judge

Date: 2018-04-16
Location: Mansoura University

Competitions

ECO Smart Future House

Date: 2014-02-15

Mine Sweeper Contest

Date: 2013

Line Follower Contest

Date: 2012

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Posters

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