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E-Cardiac Care: A Comprehensive Systematic Literature Review
Umara Umar1, Sanam Nayab1, Rabia Irfan1
1School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad 44800, Pakistan.
The Internet of Things (IoT) and Artificial Intelligence (AI) offer smart solutions for traditional healthcare. Deep learning combined with IoT enhances E-Cardiac care accuracy and real-time monitoring.
Area of Science:
- Medical Informatics
- Artificial Intelligence in Healthcare
- Internet of Things in Medicine
Background:
- Traditional healthcare systems face challenges like long wait times, high costs, and accessibility issues.
- Smart healthcare systems, leveraging IoT and AI, present tailored solutions to these systemic flaws.
- The study focuses on the application of IoT and AI in improving cardiac healthcare services.
Approach:
- A systematic analysis of 104 scholarly articles was conducted.
- Research questions focused on the impact of IoT, AI, communication technologies, sensor networks, and disease detection in cardiac care.
- The review synthesized findings on E-Cardiology advancements.
Key Points:
- Deep learning, integrated with IoT, shows significant promise for E-Cardiac care.
- Enhanced accuracy and real-time clinical monitoring are key benefits of these integrated technologies.
- The study identifies critical benefits and challenges associated with IoT and AI in E-Cardiology.
Conclusions:
- IoT and AI integration significantly enhances cardiac healthcare delivery.
- Deep learning combined with IoT offers improved accuracy and real-time monitoring for cardiac conditions.
- Future research should address identified gaps in E-Cardiology, cardiac parameter monitoring, and diagnosis patterns.
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