A noninvasive hyperkalemia monitoring system for dialysis patients based on a 1D-CNN model and single-lead ECG from wearable devices.

Sci Rep · 2025 · PMC11758389 · PMID 39848991

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a decreasing trendno p-value reported

Unexpectedly, to a certain degree, for window lengths longer than 1200 ms, model performance showed a decreasing trend.

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