What does this research mean for the field?

A lightweight, signal quality-aware ECG telemetry system accurately classifies ECG signal quality, outperforming existing methods, and significantly improves the battery lifetime of IoT devices by selectively transmitting only acceptable signals. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

February 16, 2017IEEE Internet of Things Journal

Real-Time Signal Quality-Aware ECG Telemetry System for IoT-Based Health Care Monitoring

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Population

ECG signals from the MIT-BIH arrhythmia and Physionet challenge databases, and real-time recorded ECG…

Comparison

Signal quality-aware IoT-enabled ECG monitoring… vs Existing methods based on morphological and RR…

Design

Other

Authors

USUdit SatijaElectrophysiology BRBarathram RamkumarElectrophysiology MMM. Sabarimalai ManikandanElectrophysiology

Discussion

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Implication

May support automated ECG quality assessment in IoT devices; leaves open prospective clinical validation before practice change.

Structured PICO

Population

ECG signals from the MIT-BIH arrhythmia and Physionet challenge databases, and real-time recorded ECG signals under different physical activities

Intervention

Signal quality-aware (SQAw) IoT-enabled ECG monitoring framework (using ECG sensors, Arduino, Android phone, Bluetooth, and cloud server)

Comparator

Existing methods based on morphological and RR interval features and machine learning approaches

Outcome

Identification of unacceptable quality of ECG signals

A novel IoT-enabled ECG telemetry system with automated signal quality assessment improves the reliability of unsupervised ECG monitoring and extends device battery life.

Cite This Study

Satija et al. (2017) studied this question.

synapsesocial.com/papers/69baf3fc4389860bb478d591 https://doi.org/10.1109/jiot.2017.2670022

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Real-Time Signal Quality-Aware ECG Telemetry System for IoT-Based Health Care Monitoring

Discussion

Member takes

Implication

Structured PICO

Cite This Study

Real-Time Signal Quality-Aware ECG Telemetry System for IoT-Based Health Care Monitoring

Discussion

Member takes

Implication

Structured PICO

Cite This Study

Also Consider

Also Consider