SOTAVerified

Blood pressure estimation

Papers

Showing 1120 of 29 papers

TitleStatusHype
MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation0
Speech-Based Blood Pressure Estimation with Enhanced Optimization and Incremental Clustering0
BrainZ-BP: A Non-invasive Cuff-less Blood Pressure Estimation Approach Leveraging Brain Bio-impedance and ElectrocardiogramCode0
RGB Camera-Based Blood Pressure Measurement Using U-Net Basic Generative Model0
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG TranslationCode1
Hypertension Detection From High-Dimensional Representation of Photoplethysmogram SignalsCode1
"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis0
Schrödinger Spectrum based Continuous Cuff-less Blood Pressure Estimation using Clinically Relevant Features from PPG Signal and its Second Derivative0
BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture0
BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using PhotoplethysmogramCode1
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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