PhD, AI, Mixed and Augmented Reality in Education Technology, University of Surrey, UK.
RESEARCH INTERESTS
Human Computer interaction, Educational Technology, Visualization, Artificial Intelligence, Natural Language Processing, Machine Learning, Augmented Reality, Mixed Reality, Cyber Security.
376
Scholar Citations
11
Scholar h-index
12
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
ProstAI-Net: A Federated Privacy-Preserving Deep Learning Framework for Sustainable Prostate Cancer Image Classification in Digital Pathology M Arshad, C Wang, R Ghodhbani, J Ali Shaikh, N Abuzinadah, ... International Journal of Computational Intelligence Systems , 2026 2026
DEFT-Net: Explainable Deepfake Text Detection for Combating Information Disorder in the Age of Generative AI S Sadiq, S Ullah, N Abuzinadah, R Alharthi, B Alabdullah, M Umer, ... International Journal of Computational Intelligence Systems 19 (1), 86 , 2026 2026
Explainable Segmentation-Guided Mamba-Transformer Framework for Automated Cardiovascular Disease Detection G Atteia, A Altamimi, N Abuzinadah, K Alnowaiser, M Umer, Y Nam, ... Computer Modeling in Engineering & Sciences 147 (1) , 2026 2026
Deepfake detection using optimized VGG16-based framework enhanced with LIME for secure digital content A Aldrees, N Abuzinadah, M Umer, DA AlHammadi, S Alsubai, R Alharthi Image and Vision Computing, 105696 , 2025 2025 Citations: 3
The diagnostic performance of large language models and oral medicine consultants for identifying oral lesions in text-based clinical scenarios: prospective comparative study SAF Ali, H AlDehlawi, A Jazzar, H Ashi, NE Abuzinadah, M AlOtaibi, ... JMIR AI 4 (1), e70566 , 2025 2025 Citations: 11
Transformer-based student engagement recognition using few-shot learning W Alarefah, SK Jarraya, N Abuzinadah Computers 14 (3), 109 , 2025 2025 Citations: 8
Improving traffic accident severity prediction using convoluted features and decision-level fusion of models N Abuzinadah, T Aljrees, X Chen, M Umer, O Ibrahim Aboulola, S Tahir, ... Transportation Research Record 2678 (8), 731-744 , 2024 2024 Citations: 11
Enhancing Pilgrim Safety During Hajj: A Smart Healthcare Solution with MYPARAMEDIC App and Vital Sign Monitoring Bracelet NE Abuzinadah Science and Information Conference, 13-34 , 2024 2024 Citations: 1
Breast cancer detection employing stacked ensemble model with convolutional features H Karamti, R Alharthi, M Umer, H Shaiba, A Ishaq, N Abuzinadah, ... Cancer Biomarkers 40 (2), 155-170 , 2024 2024 Citations: 8
Improved prediction of ovarian cancer using ensemble classifier and shaply explainable AI N Abuzinadah, S Kumar Posa, AA Alarfaj, EA Alabdulqader, M Umer, ... Cancers 15 (24), 5793 , 2023 2023 Citations: 33
Role of convolutional features and machine learning for predicting student academic performance from MOODLE data N Abuzinadah, M Umer, A Ishaq, A Al Hejaili, S Alsubai, AA Eshmawi, ... Plos one 18 (11), e0293061 , 2023 2023 Citations: 40
IoMT based smart healthcare system to control outbreaks of the COVID-19 pandemic NA Almujally, T Aljrees, M Umer, O Saidani, D Hanif, N Abuzinadah, ... PeerJ Computer Science 9, e1493 , 2023 2023 Citations: 4
A novel approach for explicit song lyrics detection using machine and deep ensemble learning models X Chen, T Aljrees, M Umer, H Karamti, S Tahir, N Abuzinadah, ... PeerJ Computer Science 9, e1469 , 2023 2023 Citations: 6
Fake news stance detection using selective features and FakeNET T Aljrees, X Cheng, MM Ahmed, M Umer, R Majeed, K Alnowaiser, ... PloS one 18 (7), e0287298 , 2023 2023 Citations: 17
Monitoring acute heart failure patients using internet-of-things-based smart monitoring system NA Almujally, T Aljrees, O Saidani, M Umer, ZB Faheem, N Abuzinadah, ... Sensors 23 (10), 4580 , 2023 2023 Citations: 47
Combining CNN features with voting classifiers for optimizing performance of brain tumor classification N Alturki, M Umer, A Ishaq, N Abuzinadah, K Alnowaiser, A Mohamed, ... Cancers 15 (6), 1767 , 2023 2023 Citations: 47
Improving sentiment prediction of textual tweets using feature fusion and deep machine ensemble model HA Madni, M Umer, N Abuzinadah, YC Hu, O Saidani, S Alsubai, ... Electronics 12 (6), 1302 , 2023 2023 Citations: 21
Deep analysis of student body activities to detect engagement state in E-learning sessions SG Khenkar, SK Jarraya, A Allinjawi, S Alkhuraiji, N Abuzinadah, ... Applied Sciences 13 (4), 2591 , 2023 2023 Citations: 15
Water-quality prediction based on H2O AutoML and explainable AI techniques. Water, 15, 3, 475 HA Madni, M Umer, A Ishaq, N Abuzinadah, O Saidani, S Alsubai, ... 2023 Citations: 5
Improved Prediction of Ovarian Cancer Using Ensemble Classifier and Shaply Explainable AI. Cancers 2023, 15, 5793 N Abuzinadah, S Kumar Posa, AA Alarfaj, EA Alabdulqader, M Umer, ... 2023
MOST CITED SCHOLAR PUBLICATIONS
Water-quality prediction based on H2O AutoML and explainable AI techniques HA Madni, M Umer, A Ishaq, N Abuzinadah, O Saidani, S Alsubai, ... Water 15 (3), 475 , 2023 2023 Citations: 55
Monitoring acute heart failure patients using internet-of-things-based smart monitoring system NA Almujally, T Aljrees, O Saidani, M Umer, ZB Faheem, N Abuzinadah, ... Sensors 23 (10), 4580 , 2023 2023 Citations: 47
Combining CNN features with voting classifiers for optimizing performance of brain tumor classification N Alturki, M Umer, A Ishaq, N Abuzinadah, K Alnowaiser, A Mohamed, ... Cancers 15 (6), 1767 , 2023 2023 Citations: 47
Role of convolutional features and machine learning for predicting student academic performance from MOODLE data N Abuzinadah, M Umer, A Ishaq, A Al Hejaili, S Alsubai, AA Eshmawi, ... Plos one 18 (11), e0293061 , 2023 2023 Citations: 40
Improved prediction of ovarian cancer using ensemble classifier and shaply explainable AI N Abuzinadah, S Kumar Posa, AA Alarfaj, EA Alabdulqader, M Umer, ... Cancers 15 (24), 5793 , 2023 2023 Citations: 33
Towards empowering hearing impaired students' skills in computing and technology NE Abuzinadah, AA Malibari, P Krause International Journal of Advanced Computer Science and Applications 8 (1) , 2017 2017 Citations: 27
Improving sentiment prediction of textual tweets using feature fusion and deep machine ensemble model HA Madni, M Umer, N Abuzinadah, YC Hu, O Saidani, S Alsubai, ... Electronics 12 (6), 1302 , 2023 2023 Citations: 21
Fake news stance detection using selective features and FakeNET T Aljrees, X Cheng, MM Ahmed, M Umer, R Majeed, K Alnowaiser, ... PloS one 18 (7), e0287298 , 2023 2023 Citations: 17
Deep analysis of student body activities to detect engagement state in E-learning sessions SG Khenkar, SK Jarraya, A Allinjawi, S Alkhuraiji, N Abuzinadah, ... Applied Sciences 13 (4), 2591 , 2023 2023 Citations: 15
The diagnostic performance of large language models and oral medicine consultants for identifying oral lesions in text-based clinical scenarios: prospective comparative study SAF Ali, H AlDehlawi, A Jazzar, H Ashi, NE Abuzinadah, M AlOtaibi, ... JMIR AI 4 (1), e70566 , 2025 2025 Citations: 11
Improving traffic accident severity prediction using convoluted features and decision-level fusion of models N Abuzinadah, T Aljrees, X Chen, M Umer, O Ibrahim Aboulola, S Tahir, ... Transportation Research Record 2678 (8), 731-744 , 2024 2024 Citations: 11
An avatar-based system for Arabic sign language to enhance hard-of-hearing and deaf students' performance in a fundamentals of computer programming course. NE Abuzinadah University of Surrey , 2020 2020 Citations: 10
Transformer-based student engagement recognition using few-shot learning W Alarefah, SK Jarraya, N Abuzinadah Computers 14 (3), 109 , 2025 2025 Citations: 8
Breast cancer detection employing stacked ensemble model with convolutional features H Karamti, R Alharthi, M Umer, H Shaiba, A Ishaq, N Abuzinadah, ... Cancer Biomarkers 40 (2), 155-170 , 2024 2024 Citations: 8
A novel approach for explicit song lyrics detection using machine and deep ensemble learning models X Chen, T Aljrees, M Umer, H Karamti, S Tahir, N Abuzinadah, ... PeerJ Computer Science 9, e1469 , 2023 2023 Citations: 6
Water-quality prediction based on H2O AutoML and explainable AI techniques. Water, 15, 3, 475 HA Madni, M Umer, A Ishaq, N Abuzinadah, O Saidani, S Alsubai, ... 2023 Citations: 5
IoMT based smart healthcare system to control outbreaks of the COVID-19 pandemic NA Almujally, T Aljrees, M Umer, O Saidani, D Hanif, N Abuzinadah, ... PeerJ Computer Science 9, e1493 , 2023 2023 Citations: 4
Development of an intelligent arabic text translation model for deaf students using state of the art information technology HM Al-Barhamtoshy, NE Abuzinadah, AA Allinjawi Bioscience Biotechnology Research Communications 12, 338-345 , 2019 2019 Citations: 4
Deepfake detection using optimized VGG16-based framework enhanced with LIME for secure digital content A Aldrees, N Abuzinadah, M Umer, DA AlHammadi, S Alsubai, R Alharthi Image and Vision Computing, 105696 , 2025 2025 Citations: 3
Water-Quality Prediction Based on H2O AutoML and Explainable AI Techniques. Water 2023, 15, 475 HA Madni, M Umer, A Ishaq, N Abuzinadah, O Saidani, S Alsubai, ... 2023 Citations: 2
