SOTAVerified

Blood pressure estimation

Papers

Showing 2129 of 29 papers

TitleStatusHype
BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture0
A Novel Clustering-Based Algorithm for Continuous and Non-invasive Cuff-Less Blood Pressure Estimation0
Wearable Health Monitoring System for Older Adults in a Smart Home Environment0
ECG-Based Blood Pressure Estimation Using Mechano-Electric Coupling Concept0
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network0
Cuffless Blood Pressure Estimation from Electrocardiogram and Photoplethysmogram Using Waveform Based ANN-LSTM Network0
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques0
Long-term Blood Pressure Prediction with Deep Recurrent Neural NetworksCode0
MIMIC-III, a freely accessible critical care databaseCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Random Forest (features, with personalization)MAE for SBP [mmHg]13.62Unverified
2ResNet (raw PPG + PPG’ + PPG”, with personalization)MAE for SBP [mmHg]9.43Unverified
3Deep RNNMAE for SBP [mmHg]8.54Unverified
4Domain Knowledge Integrated CNN-xLSTM-xAtt NrtworkMean Squared Error0.05Unverified
#ModelMetricClaimedVerifiedStatus
1Deep RNNRMSE3.73Unverified
#ModelMetricClaimedVerifiedStatus
1Domain Knowledge Integrated CNN-xLSTM-xAtt NrtworkMAE1.58Unverified