My research interests include: Deep Learning, Deep Learning in Medical Imaging, Computer Vision, machine learning.
Publications
Research Impact
Research Grants and Funding
Research Leadership and Mentorship
Recognition and Awards
An intelligent approach for autism spectrum disorder diagnosis and rehabilitation features identification
06 December 2024Neural Computing and Applications
Novel Image Data Augmentation Technique for Deep Learning Using Least Significant Bit Encryption
11 September 2024International Conference on Machine Learning Technologies (ICMLT) (ICMLT 2024)
A Siamese network optimization using genetic algorithm for brain diseases
23 June 2024IET Image Process
DDOS ATTACK-DETECTION APPROACH BASED ON ENSEMBLE MODELS USING SPARK
10 February 2024Jordanian Journal of Computers & Information Technology (JJCIT)
Scalable model for segmenting Cells’ Nuclei using the U-NET architecture
11 January 2024Multimedia Tools and Applications
Explainable Artificial Intelligence (XAI) for Deep Learning Based Medical Imaging Classification
30 August 2023J. Imaging
Improving Alzheimer’s Disease and Brain Tumor Detection Using Deep Learning with Particle Swarm Optimization
28 July 2023AI
Fine-tuning U-net for medical image segmentation based on activation function, optimizer and pooling layer
5 October 2023International Journal of Electrical and Computer Engineering (IJECE)
Ischemic Stroke Lesion Segmentation Using Mutation Model and Generative Adversarial Network
25 January 2023Electronics
End-to-end Jordanian dialect speech-to-text self-supervised learning framework
22 December 2022Frontiers in Robotics and AI
A Hybrid Approach for Auto-Correcting Grammatical Errors Generated by Non-Native Arabic Speakers
12 January 2023International Conference on Emerging Trends in Computing and Engineering Applications (ETCEA)
Hybrid Framework for Diabetic Retinopathy Stage Measurement Using Convolutional Neural Network and a Fuzzy Rules Inference System
14 October 2022Applied System Innovation
Higher Education Transformation for Artificial Intelligence Revolution: Transformation Framework
14 October 2022International Journal of Emerging Technologies in Learning
Measuring Waste Recyclability Level Using Convolutional Neural Network and Fuzzy Inference System
1 January 2022International Journal of Intelligent Information Technologies (IJIIT)
Deep Artificial Neural Networks Optimizations Using Second-Order Newtons Method
30 November 2021Journal of Theoretical and Applied Information Technology
Smart university scheduling using genetic algorithms
05 January 2021Proceedings of the 2020 9th International Conference on Software and Information Engineering (ICSIE)
Predicting autism spectrum disorder using machine learning technique
11 November 2020International Journal of Recent Technology and Engineering
Medsinfo: An Android Application For Recognizing JFDA Approved Medication And Acquiring The Corresponding Arabic Leaflet.
12 December 2019International Journal of Scientific & Technology Research
Accelerating stochastic gradient descent using adaptive mini-batch size
9 October 20192nd International Conference on new Trends in Computing Sciences (ICTCS)
Learning with Dynamic Architectures for Artificial Neural Networks-Adaptive Batch Size Approach
9 October 20192nd International Conference on new Trends in Computing Sciences (ICTCS)