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SotA/Medical/Blood pressure estimation

Blood pressure estimation

40 benchmarks29 papers

Benchmarks

Blood pressure estimation on MIMIC PERform Testing Dataset

Blood pressure estimation on UBFC-rPPG

RMSE MAE Pearson Correlation MAPE (%)

Blood pressure estimation on MMSE-HR

MAE Pearson Correlation RMSE MAPE (%)

Blood pressure estimation on PhysioNet Challenge 2021

PhysioNet Challenge score 2021

Blood pressure estimation on Electrocardiography (ECG) on Telehealth Network of Minas Gerais (TNMG)

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

Blood pressure estimation on MIMIC-III

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

Blood pressure estimation on BIDMC

MAE [bpm, session-wise]

Blood pressure estimation on MTHS

MAE [bpm, session-wise]

Blood pressure estimation on Multi-day Continuous BP Prediction

Blood pressure estimation on PTB-XL

Blood pressure estimation 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)

Blood pressure estimation on UCR Time Series Classification Archive

Accuracy (Test)

Blood pressure estimation on VIPL-HR

Blood pressure estimation on WildPPG

MAE [bpm, session-wise]

Blood pressure estimation on PPG-DaLiA

MAE [bpm, session-wise]

Blood pressure estimation on VitalDB

MAE Mean Squared Error

Blood pressure estimation on WESAD

MAE [bpm, session-wise]