Enhancing the Reliability of Closed-Loop Medical Systems with Real-Time Biosignal Modeling

Biosignal monitoring using wearable and implantable devices (WIMDs) is driving the advent of highly personalized medicine. However, such devices may suffer from the same faulty behavior as any electronic system and may furthermore be targeted by malicious actors seeking to do harm. Closed-loop medic...

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Bibliographic Details
Published in:	Journal of hardware and systems security Vol. 8; no. 1; pp. 12 - 24
Main Authors:	Mahmud, Shakil, Zareen, Farhath, Olney, Brooks, Karam, Robert
Format:	Journal Article
Language:	English
Published:	Cham Springer International Publishing 01.03.2024 Springer Nature B.V
Subjects:	Algorithms Artificial intelligence Biosensors Bladder Circuits and Systems Closed loop systems Closed loops Component reliability Computer Hardware Control systems Control theory Controllers Data acquisition Electronic systems Energy consumption Engineering Error correction & detection Glucose Information Systems Applications (incl.Internet) Machine learning Medical equipment Neural networks Nonlinear control Nonlinear systems Pacemakers Pancreas Patients Physiology Prediction models Predictive control Quality of life Real time Sensors System reliability Systems and Data Security Target acquisition Transplants & implants Urogenital system Wearable computers Biosignal Closed-loop system Neural network Implantable medical device Nonlinear autoregressive
ISSN:	2509-3428, 2509-3436
Online Access:	Get full text
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