Outputs (78)

Enhancing seizure detection with hybrid XGBoost and recurrent neural networks (2025)
Journal Article

Epileptic seizures are sudden and unpredictable, posing serious health risks and significantly affecting the quality of life of patients. An accurate and timely prediction system can help mitigate these risks by enabling preventive measures and impro... Read More about Enhancing seizure detection with hybrid XGBoost and recurrent neural networks.

A Novel Ensemble Empirical Decomposition and Time–Frequency Analysis Approach for Vibroarthrographic Signal Processing (2025)
Journal Article

Purpose
Person-centred physiotherapy in Intensive Care Units (ICU) supports patients’ early rehabilitation. Yet little is known about the activity required to enable person-centred physiotherapy in this setting. This study explores the experiences a... Read More about A Novel Ensemble Empirical Decomposition and Time–Frequency Analysis Approach for Vibroarthrographic Signal Processing.

Improving healthcare sustainability using advanced brain simulations using a multi-modal deep learning strategy with VGG19 and bidirectional LSTM (2025)
Journal Article

Background: Brain tumor categorization on MRI is a challenging but crucial task in medical imaging, requiring high resilience and accuracy for effective diagnostic applications. This study describe a unique multimodal scheme combining the capabilitie... Read More about Improving healthcare sustainability using advanced brain simulations using a multi-modal deep learning strategy with VGG19 and bidirectional LSTM.

A Web 3.0 Integrated Blockchain Enabled Access System Augmented by Meta-Heuristic Cognitive Learning Framework for Mitigating Threats in IoT Enabled Consumer Electronic Devices (2025)
Journal Article

Consumer Electronic Devices have become an open network model because of the infusion of the Internet of Things (IoT) and other communication technologies such as 5G/6G. Though these devices have provided the high-end sophistication even to common pe... Read More about A Web 3.0 Integrated Blockchain Enabled Access System Augmented by Meta-Heuristic Cognitive Learning Framework for Mitigating Threats in IoT Enabled Consumer Electronic Devices.

A hybrid fused-KNN based intelligent model to access melanoma disease risk using indoor positioning system (2025)
Journal Article

The Indoor Positioning System (IPS) based technology involves the positioning system using sensors and actuators, where the Global Positioning System (GPS) lacks. The IPS system can be used in buildings, malls, parking lots and several other applicat... Read More about A hybrid fused-KNN based intelligent model to access melanoma disease risk using indoor positioning system.

Integration of Focused Ultrasound and Dynamic Imaging Control System for Targeted Neuro-modulation (2025)
Journal Article

Background
Transcranial Direct Current Stimulation (tDCS) and Transcranial Magnetic Stimulation (tMS) have received widespread clinical use as techniques within a Non-Invasive Brain Stimulation (NIBS) domain, whose primary focus is modulation of neu... Read More about Integration of Focused Ultrasound and Dynamic Imaging Control System for Targeted Neuro-modulation.

Empowering Consumer Healthcare Through Sensor-Rich Devices using Federated Learning for Secure Resource Recommendation (2025)
Journal Article

When implementing zero-trust edge computing, offloading computational tasks and data access through traditional model training and usage approaches can lead to increased latency. Since the traditional methods often involve extensive communication wit... Read More about Empowering Consumer Healthcare Through Sensor-Rich Devices using Federated Learning for Secure Resource Recommendation.

Quality of Service-aware 6G-Enabled NB-IoT for Health Monitoring in Long Distance High-Speed Trains (2025)
Journal Article

Internet of Things connectivity in home health monitoring is a high-in-demand application area. The electronics industry and procedural researchers seek high-end, secured, on-time, cost-effective ways to build reliable quality of service (QoS) proved... Read More about Quality of Service-aware 6G-Enabled NB-IoT for Health Monitoring in Long Distance High-Speed Trains.

Quality of Experience Aware Service Selection Model to Empower Edge Computing in IoT (2025)
Journal Article

Quality of experience-aware service selection can significantly remove well-known scalability issues of an Internet of Things (IoT) architecture. In traditional IoT architecture, several heterogeneous data streams from connected nodes are transmi... Read More about Quality of Experience Aware Service Selection Model to Empower Edge Computing in IoT.

Machine learning-driven intelligent water quality assessment for enhanced drinking safety and real-time consumer awareness (2025)
Journal Article

As to the sphere of smart water management and managing water Internet of Things (IoT) systems, water condition safety for drinking is very important. The proposed methodology, known as the Smart Water Consumption Monitoring System (SWCMS), is based... Read More about Machine learning-driven intelligent water quality assessment for enhanced drinking safety and real-time consumer awareness.