Papers with Code · CC BY-SA 4.0

Heart rate estimation

Medical waveform analysis › Electrocardiography (ECG) › ECG Classification › Photoplethysmography (PPG) › Heart rate estimation 16 평가 기록 6 datasets

RR interval detection and R peak detection from QRS complex

논문

A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor

2015-12-23 이 페이지의 평가 4건

MAE [bpm, session-wise]: 9.45 ± 2.9

Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks

2019-07-12 이 페이지의 평가 4건

MAE [bpm, session-wise]: 7.47 ± 3.3

Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals

2017-08-28 이 페이지의 평가 2건

MAE [bpm, session-wise]: 19.97 ± 8.1

Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones

2204.08989 2022-04-13 이 페이지의 평가 2건

MAE [bpm, session-wise]: 6.96

DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement

2206.05687 2022-06-12 이 페이지의 평가 1건

RMSE: 6.78MAE: 4.18

KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch

2405.09559 2024-05-02 이 페이지의 평가 1건

MAE [bpm, session-wise]: 2.85 ± 1.07

Liquid Structural State-Space Models

2209.12951 2022-09-26 이 페이지의 평가 1건

MAE [bpm, session-wise]: 0.303

WildPPG: A Real-World PPG Dataset of Long Continuous Recordings

2412.17540 2024-12-23 이 페이지의 평가 1건

MAE [bpm, session-wise]: 8.37