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Artificial Intelligence, Data Sensors and Interconnectivity: Future Opportunities for Heart Failure.
Patrik Bachtiger1, Carla M Plymen2, Punam A Pabari2
1Imperial Centre for Cardiac Engineering, National Heart and Lung Institute, Imperial College London, UK.
Cardiac Failure Review
|June 10, 2020
Summary
Artificial intelligence (AI) combined with sensor technologies and interconnectivity offers new insights for heart failure patient care. This convergence enhances personalized, cost-effective healthcare through data analysis from implantable and wearable devices.
Area of Science:
- Biomedical engineering
- Cardiology
- Artificial intelligence in healthcare
Background:
- Heart failure patients benefit significantly from sensor-enabled implantable devices.
- Advancements in consumer electronics increase the availability and affordability of sensor technologies.
- Wearable, on-body, and near-body sensors generate substantial amounts of health data.
Purpose of the Study:
- To review the convergence of artificial intelligence (AI), sensor technologies, and interconnectivity.
- To explore how this combination can transform heart failure patient care.
- To highlight AI's role in deriving insights from diverse sensor data for personalized medicine.
Main Methods:
- Review of current literature on AI, sensor technology, and interconnectivity in heart failure management.
- Analysis of data generated by implantable, wearable, and near-body sensors.
- Exploration of AI algorithms for data interpretation and insight generation.
Main Results:
- Interconnectivity enables pooling of data from multiple sensors for comprehensive patient monitoring.
- AI provides novel diagnostic, triage, and risk-stratification capabilities for heart failure.
- Integration of AI and sensor data promises more personalized and cost-effective healthcare solutions.
Conclusions:
- The synergy of AI, advanced sensors, and interconnectivity is poised to revolutionize heart failure care.
- This technological convergence offers unprecedented opportunities for improved disease management and patient outcomes.
- Future healthcare delivery for heart failure will be increasingly data-driven and personalized.
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