SOTAVerified

Blood pressure estimation

Papers

Showing 1120 of 29 papers

TitleStatusHype
Efficient Multi-View Fusion and Flexible Adaptation to View Missing in Cardiovascular System SignalsCode0
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing0
Exploring the limitations of blood pressure estimation using the photoplethysmography signal0
BP-DeepONet: A new method for cuffless blood pressure estimation using the physcis-informed DeepONet0
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
"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
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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