Predicting patients with Parkinson's disease using Machine Learning and ensemble voting technique

S Saleh, B Cherradi, O El Gannour, S Hamida… - Multimedia Tools and …, 2024 - Springer
Parkinson's disease is the second most common neurological disorder that causes
significant physical disabilities, decreases the quality of life, and does not have a cure …

Improving skin diseases prediction through data balancing via classes weighting and transfer learning

O El Gannour, S Hamida, Y Lamalem… - Bulletin of Electrical …, 2024 - beei.org
Skin disease prediction using artificial intelligence has shown great potential in improving
early diagnosis and treatment outcomes. However, the presence of class imbalance within …

Healthcare embedded system for predicting Parkinson's Disease based on AI of things

S Saleh, B Cherradi, S Laghmati… - … research in applied …, 2023 - ieeexplore.ieee.org
This study aims to build a healthcare-embedded system based on the Artificial Intelligence
of Things (AIoT) to predict people affected by Parkinson's Disease (PD) via vocal disorders …

IoT and ensemble long-short-term-memory-based evapotranspiration forecasting for Riyadh

MA Nauman, M Saeed, O Saidani, T Javed… - Sensors, 2023 - mdpi.com
Evapotranspiration (ET) is the fundamental component of efficient water resource
management. Accurate forecasting of ET is essential for efficient water utilization in …

Assessing the Performance of Deep Learning Models for Colon Polyp Classification using Computed Tomography Scans

K Hicham, S Laghmati, S Hamida… - … Research in Applied …, 2023 - ieeexplore.ieee.org
the diagnosis of Colorectal and Rectum Cancer (CRC) is a global concern as it is the third
most commonly diagnosed cancer. Early detection and treatment of polyps can prevent the …

Enhancing early detection of COVID-19 with machine learning and blood test results

O El Gannour, S Hamida, B Cherradi… - Multimedia Tools and …, 2024 - Springer
The medical community has a significant interest in an accurate, reliable, and effective
Medical Diagnosis Support System for COVID-19. Compared to the RT-PCR test, clinical …

A novel hybrid CNN-KNN ensemble voting classifier for Parkinson's disease prediction from hand sketching images

S Saleh, A Ouhmida, B Cherradi, M Al-Sarem… - Multimedia Tools and …, 2024 - Springer
Parkinson's disease is a progressive neurodegenerative disorder that causes significant
physical disabilities and reduces the quality of life. This disease is caused by the loss of …

[HTML][HTML] Fuzzy based System for Coronary artery disease Prediction Using Subtractive Clustering and Risk Factors Data

A El-Ibrahimi, O Daanouni, Z Alouani… - Intelligence-Based …, 2025 - Elsevier
Over the past three decades, coronary artery disease (CAD) has been considered one of the
most common fatal diseases worldwide. Consequently, early diagnosis and prediction are …

A Novel Privacy enabled Human Health and Safety Monitoring System using IoT with Smart Wearable Device

M Tamilselvi - 2024 2nd International Conference on Self …, 2024 - ieeexplore.ieee.org
Human health encompasses physical, mental, and social well-being, requiring a holistic
approach to maintain and improve. Modern health monitoring leverages the Internet of …

Predicting Cardiovascular Disease: A Sco** Survey on different Datasets and DL/ML Models using ECG

N Akouz, A El Ghazi, W Moutaouakil… - … and Computer Vision …, 2024 - ieeexplore.ieee.org
Nowadays, cardiovascular disease is the leading global cause of death. Predicting heart
disease has become a complex endeavor, requiring both expertise and advanced …