Advancing Real-Time Health Monitoring Through Wearable Sensors and Health Informatics Integration
DOI:
https://doi.org/10.56294/mw2024509Keywords:
Wearable Sensors, Real-Time Health Monitoring, Health Informatics, Data Integration, Predictive Analytics, Patient-Centric Care, IoT in HealthcareAbstract
Modern healthcare may benefit much from real-time health monitoring by means of wearable sensors combined with sophisticated health informatics. This work offers a new multi-tiered system that elegantly blends a strong, cloud-based health informatics platform with continuous physiological data collecting from state-of- the-art wearable devices. Timeliness, data-driven clinical decision-making is enabled by the proposed architecture's secure data transfer, sophisticated signal processing, and compatibility with current electronic health record systems. With a reaction time of 150 ms, 98% sensor accuracy, and increased data throughput while extending battery life to 20 hours, the system proved notable benefits over conventional monitoring techniques in pilot deployments. These performance indicators highlight how well the system can consistently identify early indicators of health abnormalities and enable preemptive actions, therefore helping to enhance patient outcomes. Notwithstanding difficulties with data heterogeneity, sensor calibration, and strict privacy criteria, the research emphasises the possibility for scalable, patient-centric solutions using predictive analytics and real-time data integration. In order to improve data integrity and system performance even further, future studies will concentrate on combining blockchain-based security measures with powerful machine learning methods. The results of this research provide a strong basis for the creation of adaptable and resilient next-generation health monitoring systems, therefore opening the path for more individualised and preventative healthcare delivery.
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Copyright (c) 2024 Lokesh Ravilla, Ashu Katyal, Jaskirat Singh, Yogendra Bhati, Pooja Varma, Kunal Meher, Praveen Priyaranjan Nayak (Author)
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