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Time-series ECG Imputation Using a Pattern-Based Masking Framework
2026-01-16
health informatics
Title + abstract only
View on medRxiv
Show abstract
The utilization of continuous ECG monitoring has become an integral part of modern hospital-based care. However, missing data presents significant challenges in deploying real-time ECG-based predictive systems. Research on the implementation of imputation techniques on time-series ECG is limited. Furthermore, the performance of imputation techniques is typically benchmarked using random masking, which may not reflect the real-world missingness patterns encountered in clinical practice. This stud...
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