---
title: "IMSA 2023 — accepted papers — Elamur Research"
description: "IMSA 2023 — accepted papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2023/"
---
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# IMSA 2023 — accepted papers

IMSA 2023 is the 2023 edition of the Intelligent Methods, Systems, and Applications (IMSA). OpenAlex lists 146 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**146** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2023/#works) · [**3** citations of these works](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2023/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Early Breast Cancer Screening from Thermography via Deep Pre-Trained Edge Detection with Extreme Gradient Boosting ↗](https://doi.org/10.1109/imsa58542.2023.10217569)**Shaimaa Gamal, Hanan Atef, Doaa Youssef et al.*13 citations*
2. **[Recurrent Neural Networks (RNNs) to improve EEG-based person identification ↗](https://doi.org/10.1109/imsa58542.2023.10217750)**Youssef Mohamed, Ahmed M. Anter, Ahmed Bayoumy Zaky*12 citations*
3. **[A Beginner's Guide to Federated Learning ↗](https://doi.org/10.1109/imsa58542.2023.10217383)**Gogulamudi Pradeep Reddy, Y. V. Pavan Kumar*10 citations*
4. **[A Framework for Assessing Physical Rehabilitation Exercises ↗](https://doi.org/10.1109/imsa58542.2023.10217392)**Moamen Zaher, Ahmed Samir, Amr S. Ghoneim et al.*9 citations*
5. **[A Robust Ensemble Deep Learning Approach for Breast Cancer Diagnosis ↗](https://doi.org/10.1109/imsa58542.2023.10217501)**Nadeen Amgad, Mariam Ahmed, Haidy Haitham et al.*9 citations*
6. **[Comparative Analysis of Pre-Trained CNN Architectures for Multi-Class Weather Classification: A Study on Deep Learning Techniques ↗](https://doi.org/10.1109/imsa58542.2023.10217616)**Abdelrahman Ezzeldin Nagib, Habiba C. Mohamed, Abdelaziz Ashraf*9 citations*
7. **[Credit Scoring Using Machine Learning Algorithms and Blockchain Technology ↗](https://doi.org/10.1109/imsa58542.2023.10217411)**Mariam Ossama Kotb*9 citations*
8. **[Deep Learning based Heart Diseases Detection using ResNet50 Architecture ↗](https://doi.org/10.1109/imsa58542.2023.10217497)**Monali Gulhane, Sandeep Kumar*9 citations*
9. **[VARSew Benchmarking: A Visual Action Recognition on Garment Sewing using Various Deep learning models ↗](http://dx.doi.org/10.1109/imsa58542.2023.10217521)**Aly E. Fathy, Ahmed Hamza Asad, Ammar Mohammed*9 citations*
10. **[Convolutional Neural Networks Based Classification of Segmented Breast Ultrasound Images – A Comparative Preliminary Study ↗](https://doi.org/10.1109/imsa58542.2023.10217585)**Mohammed Tarek GadAllah, Abd El–Naser A. Mohamed, Alaa A. Hefnawy et al.*7 citations*

## All accepted papers (146)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Early Breast Cancer Screening from Thermography via Deep Pre-Trained Edge Detection with Extreme Gradient Boosting ↗](https://doi.org/10.1109/imsa58542.2023.10217569)**Shaimaa Gamal, Hanan Atef, Doaa Youssef et al.*13 citations*
2. **[Recurrent Neural Networks (RNNs) to improve EEG-based person identification ↗](https://doi.org/10.1109/imsa58542.2023.10217750)**Youssef Mohamed, Ahmed M. Anter, Ahmed Bayoumy Zaky*12 citations*
3. **[A Beginner's Guide to Federated Learning ↗](https://doi.org/10.1109/imsa58542.2023.10217383)**Gogulamudi Pradeep Reddy, Y. V. Pavan Kumar*10 citations*
4. **[A Framework for Assessing Physical Rehabilitation Exercises ↗](https://doi.org/10.1109/imsa58542.2023.10217392)**Moamen Zaher, Ahmed Samir, Amr S. Ghoneim et al.*9 citations*
5. **[A Robust Ensemble Deep Learning Approach for Breast Cancer Diagnosis ↗](https://doi.org/10.1109/imsa58542.2023.10217501)**Nadeen Amgad, Mariam Ahmed, Haidy Haitham et al.*9 citations*
6. **[Comparative Analysis of Pre-Trained CNN Architectures for Multi-Class Weather Classification: A Study on Deep Learning Techniques ↗](https://doi.org/10.1109/imsa58542.2023.10217616)**Abdelrahman Ezzeldin Nagib, Habiba C. Mohamed, Abdelaziz Ashraf*9 citations*
7. **[Credit Scoring Using Machine Learning Algorithms and Blockchain Technology ↗](https://doi.org/10.1109/imsa58542.2023.10217411)**Mariam Ossama Kotb*9 citations*
8. **[Deep Learning based Heart Diseases Detection using ResNet50 Architecture ↗](https://doi.org/10.1109/imsa58542.2023.10217497)**Monali Gulhane, Sandeep Kumar*9 citations*
9. **[VARSew Benchmarking: A Visual Action Recognition on Garment Sewing using Various Deep learning models ↗](http://dx.doi.org/10.1109/imsa58542.2023.10217521)**Aly E. Fathy, Ahmed Hamza Asad, Ammar Mohammed*9 citations*
10. **[Convolutional Neural Networks Based Classification of Segmented Breast Ultrasound Images – A Comparative Preliminary Study ↗](https://doi.org/10.1109/imsa58542.2023.10217585)**Mohammed Tarek GadAllah, Abd El–Naser A. Mohamed, Alaa A. Hefnawy et al.*7 citations*
11. **[Recursive Feature Elimination with Cross Validation for Alzheimer’s Disease Classification using Cognitive Exam Scores ↗](https://doi.org/10.1109/imsa58542.2023.10217660)**Christian Yaphet Freytes, Robin Perry Mayrand, Luana Okino Sawada et al.*7 citations*
12. **[A Framework for Human Activity Recognition Application for Therapeutic Purposes ↗](https://doi.org/10.1109/imsa58542.2023.10217417)**Mahmoud Hamido, Khaled Mosallam, Olfat Diab et al.*6 citations*
13. **[AI Personal Trainer for Lateral Raises and Shoulder Presses Exercises ↗](https://doi.org/10.1109/imsa58542.2023.10217601)**Shehab Eldeen Hesham Mahmoud, Zeinab Abd El Haliem Taha*6 citations*
14. **[Advanced Techniques for Business Process Automation: Insights and Challenges ↗](http://dx.doi.org/10.1109/imsa58542.2023.10217440)**Mahmoud B. M. Abdelwahab, Iman M. A. Helal*6 citations*
15. **[Exploring the Power of Quantum Convolutional Neural Networks for Brain MRI Image Classification ↗](https://doi.org/10.1109/imsa58542.2023.10217624)**Baraa Tantawi, Hamza Kamel Ahmed, Malak Magdy et al.*6 citations*
16. **[From Gestures to Audio: A Dataset Building Approach for Egyptian Sign Language Translation to Arabic Speech ↗](https://doi.org/10.1109/imsa58542.2023.10217562)**Youssef Ismail, Ali Tarek, Omar M. Zakaria et al.*6 citations*
17. **[Hate Speech Detection Using the GPT-2 and Natural Language Processing ↗](https://doi.org/10.1109/imsa58542.2023.10217745)**Savya Sachi, Ajay Kumar Singh, Arpit Jain et al.*6 citations*
18. **[Intellibot: A Personalized Behavioral Analysis Chatbot Framework Powered by GPT-3 ↗](https://doi.org/10.1109/imsa58542.2023.10217349)**Mayar Elshentenawy, Merna Ahmed, Mariam Elalfy et al.*6 citations*
19. **[Named Entity Recognition for Arabic Medical Texts Using Deep Learning Models ↗](https://doi.org/10.1109/imsa58542.2023.10217658)**Hamada Nayel, Nourhan Marzouk, Ahmed El-Sawy*6 citations*
20. **[Real and Fake Face Detection: A Comprehensive Evaluation of Machine Learning and Deep Learning Techniques for Improved Performance ↗](https://doi.org/10.1109/imsa58542.2023.10217736)**Noha A. Saad Eldien, Raghda Essam Ali, Farid Ali Mousa*6 citations*
21. **[VARSew: A Literature Review and Benchmark Dataset for Visual Recognition in Garment Sewing ↗](https://doi.org/10.1109/imsa58542.2023.10217703)**Aly E. Fathy, Ali Hamdi, Ahmed Hamza Asad et al.*6 citations*
22. **[Abstractive Arabic Text Summarization Based on MT5 and AraBart Transformers ↗](https://doi.org/10.1109/imsa58542.2023.10217539)**Asmaa Elsaid, Ammar Mohammed, Lamiaa Fattouh et al.*5 citations*
23. **[Comparative Study of Alzheimer’s disease Classification using Transfer Learning Models ↗](https://doi.org/10.1109/imsa58542.2023.10217654)**Habiba C. Mohamed, Abdelaziz Ashraf, Abdelrahman Ezzeldin Nagib*5 citations*
24. **[Deep Learning Approach for Liver Tumor Diagnosis ↗](http://dx.doi.org/10.1109/imsa58542.2023.10217588)**Manal Makram, Mohammad Hicham Hassan Elhemeily, Ammar Mohammed*5 citations*
25. **[Deep Learning-Based Classification of Ocular Diseases Using Convolutional Neural Networks ↗](https://doi.org/10.1109/imsa58542.2023.10217787)**Khalid Mostafa, Mohamed Hany, Abdelaziz Ashraf et al.*5 citations*

[See all 146 papers in IMSA 2023 — accepted papers →](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2023/papers/)

## Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[ANER: Arabic and Arabizi Named Entity Recognition using Transformer-Based Approach](https://md.research.elamur.ai/free/en/papers/sadallah-2023-aner-arabic-arabizi-named-entity/) [Intelligent Methods, Systems, and Applications (IMSA)](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/)**Abdelrahman "Boda" Sadallah, Omar Ahmed, Shimaa Mohamed, et al.*2023 · 3 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Named entity recognition (1)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Abdelrahman Sadallah**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/abdelrahman-sadallah/) · [🧑‍🔬**Ahmed H. Yousef**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/ahmed-h-yousef/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Ain Shams University** Cairo · Egypt 1 work here](https://md.research.elamur.ai/free/en/universities/ain-shams-university/)

works and citations from OpenAlex and our library.

- [next → IMSA 2025](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2025/)
- [↑ back to IMSA](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/)