This paper presents a novel signal quality assessment framework, which could provide helpful feedback for ECG processing in specific application scenarios.
People also ask
What is single lead monitoring?
What is 12-lead ECG monitoring?
What is the approximate signal bandwidth of an ECG signal?
Oct 20, 2019 · This study finally categorizes dynamic ECG signals into three levels (low, mild, and severe) using the proposed CNN to meet clinical requirements.
Missing: term | Show results with:term
Oct 22, 2024 · Multi-task cascaded assessment of signal quality for long-term single-lead ECG monitoring. Article. May 2023; BIOMED SIGNAL PROCES. Sen Liu ...
This paper proposes a dynamic ECG signal quality assessment method based on CNN and LSTM that divides the signal into three quality categories.
In this study, a novel multi-task cascaded method is proposed for signal quality assessment. ... The optimized subsets of quality indices were selected with a ...
Feb 25, 2024 · It provides a novel perspective on ECG signal preprocessing by implementing a balance rule through loss functions for both tasks within a model.
Multi-task cascaded assessment of signal quality for long-term single-lead ECG monitoring. Sen Liu, Gaoyan Zhong, Jiacheng He, Cuiwei Yang. https://doi.org ...
Signal Quality Analysis for Long-Term ECG Monitoring Using a Health ...
pubmed.ncbi.nlm.nih.gov › ...
Feb 14, 2023 · This paper analyzes the signal quality of ECG signals obtained using a single-lead ECG patch featuring self-adhesive dry electrode technology ...
Missing: task cascaded
Multi-task cascaded assessment of signal quality for long-term single-lead ECG monitoring ... multi-task cascaded method is proposed for signal quality assessment ...
Real-time sleep quality assessment using single-lead ECG and multi ... Multi-task cascaded assessment of signal quality for long-term single-lead ECG monitoring.