174 publication(s) trouvée(s)
Article scientifique
A Narrative Review of Control Strategies for Blood Glucose Regulation
Effective blood glucose regulation is critical for managing type 1 diabetes mellitus (T1DM). This narrative review explores various control strategies …
Article scientifique
Analysis and Measurement of Tuberculin Skin Test Induration Using Deep Neural Network
The World Health Organization (WHO) posited that tuberculosis (TB) is among the world’s ten greatest causes of mortality. Early case …
Article scientifique
Traffic Management Based on Cloud and MEC Architecture with Evolutionary Approaches towards AI
This review paper explores the significance of machine learning (ML), deep learning (DL), reinforcement learning (RL), and deep reinforcement learning …
Article scientifique
The Study of the Effectiveness and Efficiency of Multiple DCNN Models for Breast Cancer Diagnosis Using a Small Mammography Dataset
Breast cancer (BC), the most prevalent cancer worldwide, poses a significant threat to women’s health, often resulting in mortality. Early …
Article scientifique
Intelligent Interconnected Healthcare System: Integrating IoT and Big Data for Personalized Patient Care
This paper introduces the intelligent interconnected healthcare system (IIHS), an innovative fusion of the Internet of Things (IoT) and big …
Article scientifique
A Robust Approach for Ulcer Classification/Detection in WCE Images
Wireless Capsule Endoscopy (WCE) is a medical diagnostic technique recognized for its minimally invasive and painless nature for the patients. …
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An Optimized Effective Authentication Process for E-Health Application
Because of the availability of more than an actor and a wireless component in an e-health application, providing more security …
Article scientifique
Optimizing Blood Glucose Regulation in Type 1 Diabetes Patients via Genetic Algorithm-Based Fuzzy Logic Controller Considering Substantial Meal Protocol
Effective management of blood glucose levels in individuals with type 1 diabetes, especially after meals, is crucial for diabetes care. …
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Design, Engineering Analysis, and Fabrication of a Prototype Electromechanical Finger Fixator Control System
This paper investigates a new external fixator system for treating finger contractures. This innovative system is electric and user-friendly, providing …
Article scientifique
Human Activity Recognition Using Convolutional Autoencoder and Advanced Preprocessing
E-health systems rely on information and communication technology to support and improve various aspects of health services, delivery, and management. …
Article scientifique
Flexible Ureteroscopy Lithotripsy Operative Time Prediction Model for the Treatment of Kidney Stones
Effective time and resource management is crucial not only in the operating room but also in healthcare supply chains. Healthcare …
Article scientifique
CNN-Based Approach for Non-Invasive Estimation of Breast Tumor Size and Location Using Thermographic Images
The characterization of tumors is crucial for guiding appropriate treatment strategies and enhancing patient survival rates. Surface thermography shows promise …
Article scientifique
Deep Reinforcement Learning Approach for Cyberattack Detection
Recently, there has been a growing concern regarding the detrimental effects of cyberattacks on both infrastructure and users. Conventional safety …
Article scientifique
Comprehensive Cardiac Ischemia Classification Using Hybrid CNN-Based Models
This study addresses the critical issue of classifying cardiac ischemia, a disease with significant global health implications that contributes to …
Article scientifique
An Integrated Multimodal Deep Learning Framework for Accurate Skin Disease Classification
In order to effectively treat skin diseases, an accurate and prompt diagnosis is required. In this article, a novel method …
Article scientifique
Ischemic Stroke Classification Using VGG-16 Convolutional Neural Networks: A Study on Moroccan MRI Scans
This study presents a comprehensive exploration of deep learning models for precise brain ischemic stroke classification using medical data from …
Article scientifique
Educational Data Mining: Employing Machine Learning Techniques and Hyperparameter Optimization to Improve Students’ Academic Performance
Educational data mining (EDM) is a specialized field within data mining that focuses on extracting valuable insights from academic data …
Article scientifique
Convolutional Neural Network for Segmentation and Classification of Glaucoma
Glaucoma is an eye disease that is caused by elevated intraocular pressure and commonly leads to optic nerve damage. Thanks …
Article scientifique
Integration of Time-Frequency Analysis and Regularization Technique for Improved Identification of Fetal Electrocardiogram
This research article presents a novel methodology for effectively extracting the fetal electrocardiogram (FECG) from a single-channel signal acquired on …
Article scientifique
Automated Detection of Dental Caries from Oral Images using Deep Convolutional Neural Networks
The urgent demand for accurate and efficient diagnostic methods to combat oral diseases, particularly dental caries, has led to the …