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SotA/Medical/Photoplethysmography (PPG)

Photoplethysmography (PPG)

40 benchmarks148 papers

Photoplethysmography (PPG) is a non-invasive light-based method that has been used since the 1930s for monitoring cardiovascular activity.

<span class="description-source">Source: Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring </span>

Benchmarks

Photoplethysmography (PPG) on MIMIC PERform Testing Dataset

Photoplethysmography (PPG) on UBFC-rPPG

RMSE MAE Pearson Correlation MAPE (%)

Photoplethysmography (PPG) on MMSE-HR

MAE Pearson Correlation RMSE MAPE (%)

Photoplethysmography (PPG) on PhysioNet Challenge 2021

PhysioNet Challenge score 2021

Photoplethysmography (PPG) on Electrocardiography (ECG) on Telehealth Network of Minas Gerais (TNMG)

F1 (1dAVb)F1 (RBBB)F1 (LBBB)F1 (SB)F1 (AF)F1 (ST)

Photoplethysmography (PPG) on MIMIC-III

MAE for SBP [mmHg]MAE for DBP [mmHg]Mean Squared Error MAE

Photoplethysmography (PPG) on BIDMC

MAE [bpm, session-wise]

Photoplethysmography (PPG) on MTHS

MAE [bpm, session-wise]

Photoplethysmography (PPG) on Multi-day Continuous BP Prediction

Photoplethysmography (PPG) on PTB-XL

Photoplethysmography (PPG) on PhysioNet Challenge 2020

PhysioNet Challenge score (test data)PhysioNet Challenge score 2020 (validation data)Accuracy(stratified10-fold)F1(stratified10-fold)F2(stratified10-fold)G2(stratified10-fold)PhysioNet/CinC Challenge Score(stratified10-fold)

Photoplethysmography (PPG) on UCR Time Series Classification Archive

Accuracy (Test)

Photoplethysmography (PPG) on VIPL-HR

Photoplethysmography (PPG) on WildPPG

MAE [bpm, session-wise]

Photoplethysmography (PPG) on PPG-DaLiA

MAE [bpm, session-wise]

Photoplethysmography (PPG) on VitalDB

MAE Mean Squared Error

Photoplethysmography (PPG) on WESAD

MAE [bpm, session-wise]