Continuous PPG-Based Blood Pressure Monitoring Using Multi-Linear Regression
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Abstract (arXiv)
In this work, we present the Senbiosys blood pressure monitoring algorithm (SB-BPM) that solely requires a photoplethysmography (PPG) signal. The technology is based on pulse wave analysis (PWA) of PPG signals retrieved from different body locations to continuously estimate the systolic blood pressure (SBP) and the diastolic blood pressure (DBP).
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). First posted on arXiv 4 Nov 2020.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 0; 2024: 2; 2025: 2; 2026: 3.
9 papers.
- 2024PaPaGei: Open Foundation Models for Optical Physiological Signalscited by 64
- 2021Assessment of deep learning based blood pressure prediction from PPG and rPPG signalscited by 9
- 2024Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignalscited by 3
- 2025Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction taskscited by 3
- 2022Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applicationscited by 2
- 2025Cuffless Blood Pressure Estimation from Six Wearable Sensor Modalities in Multi-Motion-State Scenarioscited by 1
- 2026Modality vs. Morphology: A Framework for Time Series Classification for Biological Signalscited by 0
- 2026Single-Beat Cuffless Blood Pressure Estimation Using Ear-PPG and ECG with a Lightweight Hybrid Learning Frameworkcited by 0
- 2026SIFPBPNet: A Dual-Path Network for Wearable and Cuffless Blood Pressure Estimation via Individualized Steady-state Representationcited by 0
- 2026SIFPBPNet: A Dual-Path Network for Wearable and Cuffless Blood Pressure Estimation via Individualized Steady-state Representation11 Sep 2026
- 2026Single-Beat Cuffless Blood Pressure Estimation Using Ear-PPG and ECG with a Lightweight Hybrid Learning Framework29 Jul 2026
- 2026Modality vs. Morphology: A Framework for Time Series Classification for Biological Signals18 May 2026
- 2025Cuffless Blood Pressure Estimation from Six Wearable Sensor Modalities in Multi-Motion-State Scenarios1 Dec 2025
- 2025Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks16 May 2025
- 2024PaPaGei: Open Foundation Models for Optical Physiological Signals27 Oct 2024
- 2024Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals26 Jun 2024
- 2022Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications12 Apr 2022
- 2021Assessment of deep learning based blood pressure prediction from PPG and rPPG signals15 Apr 2021