سهيله فرحان احمد ابو عويضه - السيرة الذاتية

سهيله فرحان احمد ابو عويضه

استاذ مساعد/رئيس قسم اكاديمي



معلومات الاتصال
فرعي




المؤهلات العلمية

الجامعة التخصص سنة التخرج
aabu نظم معلومات حاسوبية 2012
aabu علم حاسوب 2014
USM علم حاسوب 2023




الخبرات العملية

المؤسسة المنصب من الــى
جامعة الزرقاء الخاصة 3 01/09/2023 07/09/2024




الابحاث

Researche Title عنــوان البحــث سنة النشـــر
Hybrid CNN-Transformer Deep Learning Architecture for Terahertz Metamaterial Absorption Prediction 2026
An Enhanced Explainable Hybrid Framework for Modeling Metaverse-Based E-Learning Acceptance Among Students with Disabilities: Integrating SEM, Neural Networks, and Interpretable Machine Learning 2026
AI enhanced early diagnosis of knee osteoarthritis using Xray imaging and machine learning approaches AI enhanced early diagnosis of knee osteoarthritis using Xray imaging and machine learning approaches 2026
Enhanced Brain Tumor Segmentation Using MultiStream Hybrid Deep Learning with CrossAttention Integration Enhanced Brain Tumor Segmentation Using MultiStream Hybrid Deep Learning with CrossAttention Integration 2026
Deep Transfer Learning with TwoStage FineTuning for Robust Concrete Crack Detection Deep Transfer Learning with TwoStage FineTuning for Robust Concrete Crack Detection 2026
HighAccuracy Recognition of Yemeni Sign Language Using ConvNeXt Architecture with Focal Loss and Advanced Data Augmentation HighAccuracy Recognition of Yemeni Sign Language Using ConvNeXt Architecture with Focal Loss and Advanced Data Augmentation 2026
Explainable Deep Learning for Early Mental Health Detection in Arabic Social Media Texts Explainable Deep Learning for Early Mental Health Detection in Arabic Social Media Texts 2026
An AIBlockchain Hybrid Model to Enhance Security and Trust in Web 40 An AIBlockchain Hybrid Model to Enhance Security and Trust in Web 40 2026
Hybrid dualstream deep learning for breast cancer ultrasound detection Hybrid dualstream deep learning for breast cancer ultrasound detection 2026
Enhanced Arabic Document Understanding Using VisionLanguage Models Enhanced Arabic Document Understanding Using VisionLanguage Models 2026
Deep LearningBased Arabic Sign Language Digit Recognition Using ConvNeXt Architecture with Focal Loss Optimization Deep LearningBased Arabic Sign Language Digit Recognition Using ConvNeXt Architecture with Focal Loss Optimization 2026
Advanced MultiLayer Framework for Distinguishing HumanWritten and AIGenerated Arabic Text A TransformerBased Approach with Linguistic Feature Engineering Advanced MultiLayer Framework for Distinguishing HumanWritten and AIGenerated Arabic Text A TransformerBased Approach with Linguistic Feature Engineering 2026
Advancing skin cancer detection with a hybrid deep learning model integrating CNNs and transformer architectures 2026
A Hierarchical Adversarially Robust Deep Learning Framework for Explainable Network Intrusion Detection Using Salp Swarm Feature Selection A Hierarchical Adversarially Robust Deep Learning Framework for Explainable Network Intrusion Detection Using Salp Swarm Feature Selection 2026
DataDriven Management of Hospital Systems Using Deep Learning and Epidemiological Modeling DataDriven Management of Hospital Systems Using Deep Learning and Epidemiological Modeling 2026
TRTGLA TriRepresentation Transformers with GlobalLocal Attention for HighFidelity MultiModal MRI SuperResolution TRTGLA TriRepresentation Transformers with GlobalLocal Attention for HighFidelity MultiModal MRI SuperResolution 2026
Artificial intelligence model optimizing cancer risk level predictions using machine learning and deep learning approaches Artificial intelligence model optimizing cancer risk level predictions using machine learning and deep learning approaches 2026
Integrating Explainable Artificial Intelligence with Dynamical Systems Modeling for Clinical Decision Support Integrating Explainable Artificial Intelligence with Dynamical Systems Modeling for Clinical Decision Support 2026
Challenges of AI Adoption in the Saudi Arabian Healthcare Sector A Comprehensive Study Challenges of AI Adoption in the Saudi Arabian Healthcare Sector A Comprehensive Study 2026
In Vitro liposome release profile prediction using explainable machine learning approaches In Vitro liposome release profile prediction using explainable machine learning approaches 2026
Deep ANN feature fusion with multi-stage data processing and visualization for enhanced breast cancer detection in ultrasound images 2026
Deep Generative Model for Inverse Design of Terahertz Metamaterial Absorbers Using Conditional Variational Autoencoders 2026
Integrating Spatial Spectral and Wavelet Domains via GlobalLocal Attention for Robust MultiModal MRI SuperResolution Integrating Spatial Spectral and Wavelet Domains via GlobalLocal Attention for Robust MultiModal MRI SuperResolution 2026
Fast fewshot intrusion detection via depthwise metalearning Fast fewshot intrusion detection via depthwise metalearning 2026
The Impact of Big Data on Computer Science A Comprehensive Analysis The Impact of Big Data on Computer Science A Comprehensive Analysis 2026
The Evolution and Impact of Virtual Reality in Computer Science A Comprehensive Analysis The Evolution and Impact of Virtual Reality in Computer Science A Comprehensive Analysis 2026
Embedded Sparsity and Ensemble Learning for RealTime Textual Anomaly Detection A SCADAInspired Benchmark on Lecture Transcript Data Embedded Sparsity and Ensemble Learning for RealTime Textual Anomaly Detection A SCADAInspired Benchmark on Lecture Transcript Data 2026
The Role of AIDriven Cybersecurity Analytics in the Sustainable Development of Businesses and Market Resilience The Role of AIDriven Cybersecurity Analytics in the Sustainable Development of Businesses and Market Resilience 2026
Enhancing intrusion detection systems using hybrid AIbased approaches Enhancing intrusion detection systems using hybrid AIbased approaches 2026
Machine Learning in Finance A Bibliometric Analysis of Trends Applications and Future Directions Machine Learning in Finance A Bibliometric Analysis of Trends Applications and Future Directions 2026
Artificial Intelligence in Smart Cities Artificial Intelligence in Smart Cities 2026
Enhancing OCR Accuracy with YOLO Segmentation Enhancing OCR Accuracy with YOLO Segmentation 2026
An InDepth Review of Mathematical Modelings Journey and Applications in Computer Science An InDepth Review of Mathematical Modelings Journey and Applications in Computer Science 2026
Machine Learning in Business Management and Accounting A Bibliometric Analysis of Trends Applications and Future Directions Machine Learning in Business Management and Accounting A Bibliometric Analysis of Trends Applications and Future Directions 2026
Protection and Analysis of Healthcare Data in Cloud Computing Environments A Comprehensive Review of Security Measures and Analytical Methods Protection and Analysis of Healthcare Data in Cloud Computing Environments A Comprehensive Review of Security Measures and Analytical Methods 2026
A Literature Review of Artificial Intelligence Research in Business and Management Focus on Machine Learning and ChatGPT A Literature Review of Artificial Intelligence Research in Business and Management Focus on Machine Learning and ChatGPT 2026
Comparative Analysis of Mathematics Research in English and Chinese A Bibliometric Study 20102025 Comparative Analysis of Mathematics Research in English and Chinese A Bibliometric Study 20102025 2026
The Effects of Artificial Intelligence on Modern Business A Comprehensive Analysis The Effects of Artificial Intelligence on Modern Business A Comprehensive Analysis 2026
A Comprehensive Comparison of Machine Learning Approaches to Detect Botnet Phishing Attacks A Comprehensive Comparison of Machine Learning Approaches to Detect Botnet Phishing Attacks 2025
A deep learningbased dualbranch framework for automated skin lesion segmentation and classification via dermoscopic Images A deep learningbased dualbranch framework for automated skin lesion segmentation and classification via dermoscopic Images 2025
Automated lung cancer diagnosis using transfer learning with efficientnetv2s A deep learning approach based on iqothnccd dataset Automated lung cancer diagnosis using transfer learning with efficientnetv2s A deep learning approach based on iqothnccd dataset 2025
Explainable Deep Transfer Learning for MultiClass Knee Osteoporosis Diagnosis Using GradCAM and DenseNet121 Explainable Deep Transfer Learning for MultiClass Knee Osteoporosis Diagnosis Using GradCAM and DenseNet121 2025
Optimizing Exit Selection in HighDensity Asymmetrical MultiExit Layouts A Probabilistic Model with Dynamic Counting Areas Optimizing Exit Selection in HighDensity Asymmetrical MultiExit Layouts A Probabilistic Model with Dynamic Counting Areas 2025
Barriers and Enablers of Blockchain Adoption Among Jordanian IT Firm Barriers and Enablers of Blockchain Adoption Among Jordanian IT Firm 2025
Automated Brain Tumor Classification Using ConvNeXtTiny and Colorized MRI A Deep Learning Approach With Enhanced Interpretability Automated Brain Tumor Classification Using ConvNeXtTiny and Colorized MRI A Deep Learning Approach With Enhanced Interpretability 2025
Ultrasegnet A hybrid deep learning framework for enhanced breast cancer segmentation and classification on ultrasound images Ultrasegnet A hybrid deep learning framework for enhanced breast cancer segmentation and classification on ultrasound images 2025
Heart disease detection using machine learning Heart disease detection using machine learning 2025
Triplestream transformer architecture for multiclass skin cancer classification in dermoscopic images Triplestream transformer architecture for multiclass skin cancer classification in dermoscopic images 2025
DaE2 a diverse and efficient ensemble framework for realtime phishing URL detection DaE2 a diverse and efficient ensemble framework for realtime phishing URL detection 2025
A novel convolutional neural network architecture for Alzheimers disease classification using magnetic resonance imaging data A novel convolutional neural network architecture for Alzheimers disease classification using magnetic resonance imaging data 2025
Enhancing Medical Images Security and Efficiency With Adaptive Compressed Sensing and SHA3 in Telemedicine Enhancing Medical Images Security and Efficiency With Adaptive Compressed Sensing and SHA3 in Telemedicine 2025
Enhancing autism spectrum disorder detection A novel ensemble learning framework with multimodel integration Enhancing autism spectrum disorder detection A novel ensemble learning framework with multimodel integration 2025
A multimodal attentionguided network for alzheimers disease classification using deep learning A multimodal attentionguided network for alzheimers disease classification using deep learning 2025
A Conceptual Framework for the Adoption of Cloud Computing in a Higher Education Institutions A Conceptual Framework for the Adoption of Cloud Computing in a Higher Education Institutions 2025
Accurate segmentation of fruit based on deep learning Accurate segmentation of fruit based on deep learning 2025
Hybrid ensemble architecture for brain tumor segmentation using efficientnetb4mobilenetv3 with multipath decoders Hybrid ensemble architecture for brain tumor segmentation using efficientnetb4mobilenetv3 with multipath decoders 2025
Evidence Detection in Cloud Forensics: Classifying Cyber-Attacks in IaaS Environments using machine learning Evidence Detection in Cloud Forensics: Classifying Cyber-Attacks in IaaS Environments using machine learning 2025
PriorityBased Scheduling and Orchestration in EdgeCloud Computing A Deep Reinforcement LearningEnhanced Concurrency Control Approach PriorityBased Scheduling and Orchestration in EdgeCloud Computing A Deep Reinforcement LearningEnhanced Concurrency Control Approach 2025
Arabic fake news detection using hybrid contextual features Arabic fake news detection using hybrid contextual features 2025
Artificial intelligence and organizational decisionmaking Transforming strategic choices in the era of digital intelligence Artificial intelligence and organizational decisionmaking Transforming strategic choices in the era of digital intelligence 2025
Deep learningbased kidney disease classification using ResNet50 Enhancing diagnostic accuracy Deep learningbased kidney disease classification using ResNet50 Enhancing diagnostic accuracy 2024
Application of machine learning in chemical engineering outlook and perspectives Application of machine learning in chemical engineering outlook and perspectives 2024
Enhanced accuracy of deep learning method for fruit images classification Enhanced accuracy of deep learning method for fruit images classification 2024
Automated blood cancer detection models based on efficientnetb3 architecture and transfer learning Automated blood cancer detection models based on efficientnetb3 architecture and transfer learning 2024
The performance of artificial intelligence in prostate magnetic resonance imaging screening The performance of artificial intelligence in prostate magnetic resonance imaging screening 2024
The Effect of Preprocessing on a Convolutional Neural Network Model for Dorsal Hand Vein Recognition The Effect of Preprocessing on a Convolutional Neural Network Model for Dorsal Hand Vein Recognition 2024
Automated classification of brain tumorbased magnetic resonance imaging using deep learning approach Automated classification of brain tumorbased magnetic resonance imaging using deep learning approach 2024
An effective ensemble approach for preventing and detecting phishing attacks in textual form An effective ensemble approach for preventing and detecting phishing attacks in textual form 2024
A comprehensive analysis of eye diseases and medical data classification A comprehensive analysis of eye diseases and medical data classification 2024
Simulation of crowd evacuation in asymmetrical exit layout based on improved dynamic parameters model Simulation of crowd evacuation in asymmetrical exit layout based on improved dynamic parameters model 2024
The effect of technological context on smart home adoption in Jordan The effect of technological context on smart home adoption in Jordan 2024
ChatGPT A New AI Tool for English Language Teaching and Learning among Jordanian Students ChatGPT A New AI Tool for English Language Teaching and Learning among Jordanian Students 2024
Enhancing facial feature detection hybrid active shape and active appearance model HASAAM Enhancing facial feature detection hybrid active shape and active appearance model HASAAM 2024
Enhanced anomaly detection in ethereum Unveiling and classifying threats with machine learning Enhanced anomaly detection in ethereum Unveiling and classifying threats with machine learning 2024
Utilization of machine learning in breast cancer detection Utilization of machine learning in breast cancer detection 2024
Evaluation of three different operators for object highlighting in medical RGB images Canny Roberts and LoG in independent color spaces Evaluation of three different operators for object highlighting in medical RGB images Canny Roberts and LoG in independent color spaces 2024
Depth estimation method based on residual networks and senet model Depth estimation method based on residual networks and senet model 2024
Unveiling trust dynamics a novel examination into influential factors of Indonesian C2C social marketplaces Unveiling trust dynamics a novel examination into influential factors of Indonesian C2C social marketplaces 2024
A Novel Cellular Automaton Model for Optimized MultiExit Crowd Evacuation in HighDensity Environments A Novel Cellular Automaton Model for Optimized MultiExit Crowd Evacuation in HighDensity Environments 2024
Automated detection of Alzheimers disease using EfficientNetB3 architecture with transfer learning Automated detection of Alzheimers disease using EfficientNetB3 architecture with transfer learning 2024
A Secured MultiStages Authentication Protocol for IoT Devices A Secured MultiStages Authentication Protocol for IoT Devices 2023
The Evolution and Reliability of Machine Learning Techniques for Oncology The Evolution and Reliability of Machine Learning Techniques for Oncology 2023
Proposed enhanced feature extraction for multifood detection method Proposed enhanced feature extraction for multifood detection method 2023
Deep learning algorithms to improve COVID19 classification based on CT images Deep learning algorithms to improve COVID19 classification based on CT images 2022
Enhanced SeResnet 101 For Food Image Segmentation Enhanced SeResnet 101 For Food Image Segmentation 2022
Improved deep learning approaches for covid19 recognition in ct images Improved deep learning approaches for covid19 recognition in ct images 2022
A novel instance segmentation algorithm based on improved deep learning algorithm for multiobject images A novel instance segmentation algorithm based on improved deep learning algorithm for multiobject images 2021
Improved deep learning framework for multi food instance segmentations Improved deep learning framework for multi food instance segmentations 2020
Improved deep learning architecture for depth estimation from single image Improved deep learning architecture for depth estimation from single image 2020
Impact of Crossover Probability on Symmetric Travel Salesman Problem Efficiency - 2015
Improve Efficiency of Symmetric Travelling Salesman Problem by Applying Modified Crossover Operator 0