SOTAVerified

Blood pressure estimation

Papers

Showing 2129 of 29 papers

TitleStatusHype
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network0
BP-DeepONet: A new method for cuffless blood pressure estimation using the physcis-informed DeepONet0
BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture0
"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis0
Cuffless Blood Pressure Estimation from Electrocardiogram and Photoplethysmogram Using Waveform Based ANN-LSTM Network0
ECG-Based Blood Pressure Estimation Using Mechano-Electric Coupling Concept0
Exploring the limitations of blood pressure estimation using the photoplethysmography signal0
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation0
MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation0
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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