Vol. 3 No. 3 (2024): Volume III, Issue III, 2024
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Generative Adversarial Networks for Synthetic Electronic Health Record Data Generation and Privacy Preservation in Healthcare Systems
Abstract 35
The adoption of electronic health records (EHRs) has revolutionized healthcare data management, enabling large-scale clinical analytics, precision medicine, and population health monitoring. However, concerns regarding patient privacy, regulatory compliance, and data scarcity hinder the use of EHRs for research and model development. Generative Adversarial Networks (GANs), a class of deep learn ... read more
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Leveraging Data Science for Real-Time Threat Intelligence and Anomaly Detection in Critical Infrastructure
Abstract 44
Critical infrastructure systems (power, water, transportation, healthcare, and communications) are increasingly digitized and interconnected, which improves efficiency but also expands attack surfaces. Real-time threat intelligence and anomaly detection using advanced data science techniques are essential to detect, interpret, and respond to malicious activity and failures before they cascade i ... read more
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Predictive Modeling of Sepsis Onset in ICUs Using Real-Time Wearable Sensor Data and LSTM Networks
Abstract 57
Sepsis is a leading cause of morbidity and mortality in intensive care units (ICUs), and early detection remains critical for improving patient outcomes. Traditional monitoring methods often rely on intermittent measurements, which can delay recognition of sepsis onset. Recent advances in wearable sensor technology enable continuous collection of high-resolution physiological data, including he ... read more
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Swarm Robotics for Automated Inventory and Delivery Systems in Hospital Pharmacies
Abstract 13
The increasing complexity of hospital pharmacy operations characterized by high-volume dispensing, multidimensional inventory management, and stringent safety requirements necessitates intelligent automation capable of adaptive, real-time coordination. This study proposes an integrative framework for deploying swarm robotics systems in automated hospital pharmacy environments, emphasizing colle ... read more