Y
Yassine Daadaa Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
faculty
8 h-index
22 pubs
176 cited
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Yassine Daadaa's research focuses on the application of advanced computational techniques, particularly deep learning and neural networks, to analyze complex biological and medical data. His work includes developing models for classifying medical conditions from imaging and signal data. Recent publications explore the use of lightweight separable vision transformers for skin lesion classification and optimized EfficientNet architectures for detecting hypertensive and diabetic retinopathy. Daadaa has also investigated novel approaches for biometric authentication using photoplethysmography (PPG) signals and hybrid Convolutional Neural Network (CNN) architectures. Further research includes developing CNN architectures for cardiac health recognition based on electrocardiography (ECG) signals and exploring deep learning for stress and anxiety detection through electroencephalography (EEG) data. He also contributes to accessibility research with a mechanism for blind users to explore web search results.
Metrics
- h-index: 8
- Publications: 22
- Citations: 176
Selected Publications
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Brain and Heart Rate Variability Patterns Recognition for Depression Classification of Mental Health Disorder (2024)
Collaboration Network
Top Collaborators
Qaisar Abbas
Islamic University (BD)
8 shared publications
- Assist-Dermo: A Lightweight Separable Vision Transformer Model for Multiclass Skin Lesion Classification
- HDR-EfficientNet: A Classification of Hypertensive and Diabetic Retinopathy Using Optimize EfficientNet Architecture
- Biometric-Based Human Identification Using Ensemble-Based Technique and ECG Signals
- A Novel PPG-Based Biometric Authentication System Using a Hybrid CVT-ConvMixer Architecture with Dense and Self-Attention Layers
- A Residual-Dense-Based Convolutional Neural Network Architecture for Recognition of Cardiac Health Based on ECG Signals
Showing 5 of 8 shared publications
Mostafa E. A. Ibrahim
Benha University (EG)
5 shared publications
- Assist-Dermo: A Lightweight Separable Vision Transformer Model for Multiclass Skin Lesion Classification
- HDR-EfficientNet: A Classification of Hypertensive and Diabetic Retinopathy Using Optimize EfficientNet Architecture
- Biometric-Based Human Identification Using Ensemble-Based Technique and ECG Signals
- A Novel PPG-Based Biometric Authentication System Using a Hybrid CVT-ConvMixer Architecture with Dense and Self-Attention Layers
- A Residual-Dense-Based Convolutional Neural Network Architecture for Recognition of Cardiac Health Based on ECG Signals
Umer Rashid
Quaid-i-Azam University (PK)
3 shared publications
- Assist-Dermo: A Lightweight Separable Vision Transformer Model for Multiclass Skin Lesion Classification
- HDR-EfficientNet: A Classification of Hypertensive and Diabetic Retinopathy Using Optimize EfficientNet Architecture
- WSREB Mechanism: Web Search Results Exploration Mechanism for Blind Users
Alaa E. S. Ahmed
Benha University (EG)
3 shared publications
- Biometric-Based Human Identification Using Ensemble-Based Technique and ECG Signals
- A Novel PPG-Based Biometric Authentication System Using a Hybrid CVT-ConvMixer Architecture with Dense and Self-Attention Layers
- A Residual-Dense-Based Convolutional Neural Network Architecture for Recognition of Cardiac Health Based on ECG Signals
Imran Qureshi
Imam Mohammad ibn Saud Islamic University (SA)
2 shared publications
- Biometric-Based Human Identification Using Ensemble-Based Technique and ECG Signals
- A Residual-Dense-Based Convolutional Neural Network Architecture for Recognition of Cardiac Health Based on ECG Signals
Ganeshkumar Perumal
Imam Mohammad ibn Saud Islamic University (SA)
2 shared publications
- Biometric-Based Human Identification Using Ensemble-Based Technique and ECG Signals
- A Residual-Dense-Based Convolutional Neural Network Architecture for Recognition of Cardiac Health Based on ECG Signals
Talal Albalawi
Islamic University (BD)
2 shared publications
- Brain and Heart Rate Variability Patterns Recognition for Depression Classification of Mental Health Disorder
- IoT-Opthom-CAD: IoT-Enabled Classification System of Multiclass Retinal Eye Diseases Using Dynamic Swin Transformers and Explainable Artificial Intelligence
Rehab Almotairy
Imam Mohammad ibn Saud Islamic University (SA)
1 shared publication
- B-droid: A Static Taint Analysis Framework for Android Applications
Atef Zaguia
Taif University (SA)
1 shared publication
- Integrating Modalities into Context Aware eLearning System Using Cloud Computing
Darine Ameyed
Université du Québec à Montréal (CA)
1 shared publication
- Integrating Modalities into Context Aware eLearning System Using Cloud Computing
Huda Alfaifi
Islamic University (BD)
1 shared publication
- Parallel Improved Genetic Algorithm for the Quadratic Assignment Problem
Anfal Ahmed Aleidan
Imam Mohammad ibn Saud Islamic University (SA)
1 shared publication
- Biometric-Based Human Identification Using Ensemble-Based Technique and ECG Signals
Snober Naseer
Quaid-i-Azam University (PK)
1 shared publication
- WSREB Mechanism: Web Search Results Exploration Mechanism for Blind Users
Maha Saddal
Quaid-i-Azam University (PK)
1 shared publication
- WSREB Mechanism: Web Search Results Exploration Mechanism for Blind Users
Abdur Rehman Khan
National University of Modern Languages (PK)
1 shared publication
- WSREB Mechanism: Web Search Results Exploration Mechanism for Blind Users
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