Research output per year
Research output per year
Personal profile
Education
o (2010) Bachelor Degree (BSc), Aleppo University, Republic of Syria.
o (2015) Master of Engineering, Ciro University, Egypt.
o (2019) Ph.D., Kyung Hee University, Republic of Korea.
o (2015) Master of Engineering, Ciro University, Egypt.
o (2019) Ph.D., Kyung Hee University, Republic of Korea.
Professional Experience
o (Nov. 2010 – Aug. 2013 ) Lecturer, Department of Biomedical Engineering, Sana’a Community College, Republic of Yemen.
o (Nov. 2011 – Oct. 2012 ) Lecturer, Department of Biomedical Engineering, International Union College, Republic of Yemen.
o (May 2012 – Oct. 2012 ) Lecturer, Department of Biomedical Engineering, Yemeni Jordanian University, Republic of Yemen.
o (Oct. 2015 – Sep. 2019) Senior Researcher & Developer, YOZMA BMTech Co., Ltd., Medical Engineering R&D Center, Republic of Korea.
o (Sep. 2019 – April 2020) Executive Engineering Director, YOZMA BMTech Co., Ltd., Medical Engineering R&D Center, Republic of Korea.
o (May 2020 – Feb. 2022) Post-Doctoral Researcher, Department of Computer Science and Engineering, Kyung Hee University University, Republic of Korea.
o (March 2022 – Present) Assistant Professor, Department of Artificial Intelligence (AI), Sejong University Seoul, Republic of Korea.
o (Nov. 2011 – Oct. 2012 ) Lecturer, Department of Biomedical Engineering, International Union College, Republic of Yemen.
o (May 2012 – Oct. 2012 ) Lecturer, Department of Biomedical Engineering, Yemeni Jordanian University, Republic of Yemen.
o (Oct. 2015 – Sep. 2019) Senior Researcher & Developer, YOZMA BMTech Co., Ltd., Medical Engineering R&D Center, Republic of Korea.
o (Sep. 2019 – April 2020) Executive Engineering Director, YOZMA BMTech Co., Ltd., Medical Engineering R&D Center, Republic of Korea.
o (May 2020 – Feb. 2022) Post-Doctoral Researcher, Department of Computer Science and Engineering, Kyung Hee University University, Republic of Korea.
o (March 2022 – Present) Assistant Professor, Department of Artificial Intelligence (AI), Sejong University Seoul, Republic of Korea.
Research Interests
o Artificial Intelligence
o Machine Learning
o Deep Learning
o Deep Reinforcement Learning
o Image and Signal Processing
o Medical Imaging
o AI-based NLP
o DXA Imaging
o AI-based Medical Applications and Services
o AI-based Energy Management Platform
o Machine Learning
o Deep Learning
o Deep Reinforcement Learning
o Image and Signal Processing
o Medical Imaging
o AI-based NLP
o DXA Imaging
o AI-based Medical Applications and Services
o AI-based Energy Management Platform
Major Research Achievements
1. "Fast deep learning computer-aided diagnosis of COVID-19 based on digital chest x-ray images", 2021.
2. "Evaluation of Deep Learning Detection and Classification towards Computer-aided Diagnosis of Breast Lesions in Digital X-ray Mammograms", 2020.
3. "Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network", 2021.
4. "A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification", 2018.
5. "Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks", 2018.
6. "Denoising images of dual energy X-ray absorptiometry using non-local means filters", 2018.
7. "Femur segmentation in DXA imaging using a machine learning decision tree", 2018.
8. "Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System", 2018.
9. "An automatic computer-aided diagnosis system for breast cancer in digital mammograms via deep belief network", 2017.
10. "A rapid algebraic 3D volume image reconstruction technique for cone beam computed tomography", 2017.
11. "ArCAR: A Novel Deep Learning Computer-Aided Recognition for Character-Level Arabic Text Representation and Recognition", 2021.
12. "Gender Identification and Classification of Drosophila melanogaster Flies Using Machine Learning Techniques", 2022.
13. "Artificial intelligence-based approach for misogyny and sarcasm detection from Arabic texts", 2022.
14. "Arabic Document Classification: Performance Investigation of Preprocessing and Representation Techniques", 2022.
2. "Evaluation of Deep Learning Detection and Classification towards Computer-aided Diagnosis of Breast Lesions in Digital X-ray Mammograms", 2020.
3. "Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network", 2021.
4. "A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification", 2018.
5. "Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks", 2018.
6. "Denoising images of dual energy X-ray absorptiometry using non-local means filters", 2018.
7. "Femur segmentation in DXA imaging using a machine learning decision tree", 2018.
8. "Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System", 2018.
9. "An automatic computer-aided diagnosis system for breast cancer in digital mammograms via deep belief network", 2017.
10. "A rapid algebraic 3D volume image reconstruction technique for cone beam computed tomography", 2017.
11. "ArCAR: A Novel Deep Learning Computer-Aided Recognition for Character-Level Arabic Text Representation and Recognition", 2021.
12. "Gender Identification and Classification of Drosophila melanogaster Flies Using Machine Learning Techniques", 2022.
13. "Artificial intelligence-based approach for misogyny and sarcasm detection from Arabic texts", 2022.
14. "Arabic Document Classification: Performance Investigation of Preprocessing and Representation Techniques", 2022.
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Expertise related to UN Sustainable Development Goals
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Artificial Intelligence for Medical Diagnostics—Existing and Future AI Technology!
Al-Antari, M. A., Feb 2023, In: Diagnostics. 13, 4, 688.Research output: Contribution to journal › Editorial
Open Access -
ETECADx: Ensemble Self-Attention Transformer Encoder for Breast Cancer Diagnosis Using Full-Field Digital X-ray Breast Images
Al-Hejri, A. M., Al-Tam, R. M., Fazea, M., Sable, A. H., Lee, S. & Al-antari, M. A., Jan 2023, In: Diagnostics. 13, 1, 89.Research output: Contribution to journal › Article › peer-review
Open Access -
VPP: Visual Pollution Prediction Framework Based on a Deep Active Learning Approach Using Public Road Images
AlElaiwi, M., Al-antari, M. A., Ahmad, H. F., Azhar, A., Almarri, B. & Hussain, J., Jan 2023, In: Mathematics. 11, 1, 186.Research output: Contribution to journal › Article › peer-review
Open Access -
A Hybrid Deep Transfer Learning of CNN-Based LR-PCA for Breast Lesion Diagnosis via Medical Breast Mammograms
Samee, N. A., Alhussan, A. A., Ghoneim, V. F., Atteia, G., Alkanhel, R., Al-Antari, M. A. & Kadah, Y. M., 1 Jul 2022, In: Sensors. 22, 13, 4938.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
A hybrid explainable ensemble transformer encoder for pneumonia identification from chest X-ray images
Ukwuoma, C. C., Qin, Z., Belal Bin Heyat, M., Akhtar, F., Bamisile, O., Muaad, A. Y., Addo, D. & Al-antari, M. A., 2022, (Accepted/In press) In: Journal of Advanced Research.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations