174 publication(s) trouvée(s)
Article scientifique
STRIDE-Based Threat Modeling and Risk Assessment Framework for IoT-enabled Smart Healthcare Systems
The increase in the evolution of Internet of Things (IoT) architectures and their use in different domains, such as agriculture, …
Article scientifique
Novel Framework for Robust Gene Selection and Accurate Multi-Cancer Classification
This study presents the ensemble adaptive gene selection and classification framework (EAGSCF), a novel method for cancer classification using high-dimensional …
Article scientifique
Efficient Deep Learning for Radiographic Body Part Classification
The growing demand for automated classification of medical X-ray images has driven the development of efficient deep learning models. This …
Article scientifique
A Novel 3D Method Based on Region-Growing and Morphology for Lung Segmentation
The purpose of this study is to help in the early detection of lung abnormalities by accurately segmenting the volume …
Article scientifique
A New Ontology-Based Recommender System for Academic Guidance in Paramedical Studies
This paper presents NurSHT-RS (Nursing Sciences and Health Techniques-Recommender System). The purpose is to help students choose study options within …
Article scientifique
Enhancing Digital Healthcare through 5G Integration Using a Slotted Bow-Tie 4 × 1 Patch Antenna Array
This paper explores the transformative potential of integrating fifth generation (5G) mobile communication technology into digital healthcare. The advanced features …
Article scientifique
A Novel Ontology-Based Approach for Analyzing Patient Sentiment Regarding Chronic Diseases
Sentiment analysis (SA) plays a central role in understanding the multidimensional nature of comments on social media platforms like YouTube, …
Article scientifique
A Hybrid Model for Alzheimer’s Disease Classification Based on Neural Network Architectures Enhanced by GAN Model
Alzheimer’s disease (AD) is a neurodegenerative disorder marked by progressive cognitive decline, making early and accurate diagnosis vital for timely …
Article scientifique
Unveiling the Clinical Significance of Microsatellite Instability in Colorectal Cancer: Deep Learning and the Segment Anything Model for Accurate Segmentation and Classification
Microsatellite instability (MSI) is crucial for colorectal cancer (CRC) diagnosis and prognosis. Accurate differentiation between MSI and microsatellite stability (MSS) …
Article scientifique
Smart Defense: Harnessing Hybrid Deep Learning Models for Resilient IoT Intrusion Detection
Internet of Things (IoT) networks have transformed various industries by enabling seamless connectivity and automation, yet they also pose significant …
Article scientifique
A Novel Low-Complex Optimized Resource Allocation Algorithm Using GWO Optimization Technique in Energy Scavenging for WBAN
In wireless body area networks (WBANs) powered by energy scavenging, effectively managing renewable energy is critical to ensuring delay-sensitive services. …
Article scientifique
Image Captioning for Medical Surveillance in Smart Home Environments Using Vision Transformers
Medical surveillance in smart homes represents a transformative approach to patient care by utilizing advancements in computer vision to monitor …
Article scientifique
Toward Improved Glioma Mortality Prediction: A Multimodal Framework Combining Radiomic and Clinical Features
Gliomas, especially diffuse gliomas, remain a major challenge in neuro-oncology due to their highly heterogeneous nature and poor prognosis. Accurately …
Article scientifique
Proposed Architecture for Hospital 4.0: Integrating IoT, Edge AI, and Blockchain for Secure and Efficient Healthcare Systems
The rapid development of various healthcare technologies results in an innovative context known as Hospital 4.0, which integrates Internet of …
Article scientifique
Improving Monitoring of Heart Rate Using an RGB Camera and OpenCL Architecture: Towards a Heterogenous Embedded System Implementation
Conventional heart rate (HR) monitoring typically relies on contact sensors, but recent advancements demonstrate the potential of non-contact methods using …
Article scientifique
Prediction of Medical Pathologies: A Systematic Review and Proposed Approach
Healthcare is essential in every society, and the adoption of innovative technologies such as artificial intelligence (AI), big data, machine …
Article scientifique
Real-Time Optimization of VMD in Healthcare Embedded Systems Using Parallel Processing with OpenMP
Variational mode decomposition (VMD) is an advanced signal processing technique used to analyze photoplethysmogram (PPG) signals to extract vital physiological …
Article scientifique
ECC-Based Anonymous and Multi-factor Authentication Scheme for IoT Environment
Owing to its capability to offer remote services, the Internet of Things (IoT) has immersed itself in all areas of …
Article scientifique
FLPanGuard a Conceptual FL-Based Framework to Detect and Fight New Pandemics
The COVID-19 pandemic has highlighted the importance of artificial intelligence (AI) and data-driven solutions in enabling rapid response and decision-making …
Article scientifique
Comparative Evaluation of PD Detection Using Deep Learning on IMFCCs Extracted from VMD
This paper presents a new method for extracting vocal features for the diagnosis of Parkinson’s disease (PD) via voice analysis …