Harmonizing Heartbeats

Overview

This webpage presents Monte Carlo simulation analysis results for heart rate variability (HRV) error correction using Gaussian processes. The tables below summarize parameter deviations after reconstructing noisy RR interval data using various Gaussian process kernels.

Links to Tables

• Table 1: MSE and MAE Error for Treatment Methods
• Table 2: Time Domain HRV Parameters Deviation
• Table 3: Frequency Domain HRV Parameters Deviation
• Table 4: Non-linear HRV Parameters Deviation
• Table 5: Computational Time for Baseline and GP Kernel