Research map: Practical Optimization of Deep Learning Models for Cuffless Blood Pressure Estimation From Photoplethysmography

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Papers in this map

  1. PhysioBank, PhysioToolkit, and PhysioNet · Ary L. Goldberger · 2000 · 14916 citations · Cited by this paper
  2. A ventilatable physical four compartment model of the rat thorax for electrical impedance tomography · 2026 · Related
  3. Photoplethysmography and its application in clinical physiological measurement · John Allen · 2007 · 3979 citations · Cited by this paper
  4. Snoring-based obstructive sleep apnea screening and AHI estimation with an adapted pretrained audio model · 2026 · Related
  5. MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation · Nabil Ibtehaz · 2019 · 2359 citations · Cited by this paper
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  7. Author Correction: SciPy 1.0: fundamental algorithms for scientific computing in Python · SciPy 1.0 Contributors · 2020 · 1758 citations · Cited by this paper
  8. Effects of beta-adrenergic blockade on cardiorespiratory coupling markers in a clinically referred cardiopulmonary exercise test cohort with preserved left ventricular ejection fraction · 2026 · Related
  9. NeuroKit2: A Python toolbox for neurophysiological signal processing · Dominique Makowski · 2021 · 1408 citations · Cited by this paper
  10. Efficient ECG Representation Learning via Intervention-Based Attribution Alignment · 2026 · Related
  11. On the Analysis of Fingertip Photoplethysmogram Signals · Mohamed Elgendi · 2012 · 1215 citations · Cited by this paper
  12. Predicting gait and timed up and go time using foot-tapping test and accelerometer · 2026 · Related
  13. Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring · Mohammad Kachuee · 2016 · 618 citations · Cited by this paper
  14. Quantitative analysis of thermal recovery using dynamic infrared thermography: a methodological proof-of-concept with multi-time-constant modeling · 2026 · Related
  15. Continuous blood pressure measurement by using the pulse transit time: comparison to a cuff-based method · Heiko Gesche · 2011 · 475 citations · Cited by this paper
  16. A comprehensive inference-time augmentation framework in physiological signals: application to PPG-based AF detection · 2026 · Related
  17. A Universal Standard for the Validation of Blood Pressure Measuring Devices · George S. Stergiou · 2018 · 468 citations · Cited by this paper
  18. Noninvasive diabetes mellitus classification based on HbA1c using the mel-frequency cepstral coefficients from the photoplethysmographic signal · 2026 · Related
  19. Benchmarking deep learning models on large healthcare datasets · Sanjay Purushotham · 2018 · 419 citations · Cited by this paper
  20. Conformal reliability assessment of PPG-based ICU arrhythmia classification under class imbalance and patient heterogeneity · 2026 · Related
  21. Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network · Gašper Slapničar · 2019 · 392 citations · Cited by this paper
  22. Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review · Peter H Charlton · 2017 · 386 citations · Cited by this paper
  23. A review of machine learning techniques in photoplethysmography for the non-invasive cuff-less measurement of blood pressure · Chadi El-Hajj · 2020 · 307 citations · Cited by this paper
  24. Optical blood pressure estimation with photoplethysmography and FFT-based neural networks · Xiaoman Xing · 2016 · 274 citations · Cited by this paper
  25. Blood pressure estimation from appropriate and inappropriate PPG signals using A whole-based method · Seyedeh Somayyeh Mousavi · 2018 · 238 citations · Cited by this paper
  26. The peripheral pulse wave: Information overlooked · Willie Bosseau Murray · 1996 · 231 citations · Cited by this paper
  27. Non-constrained Blood Pressure Monitoring Using ECG and PPG for Personal Healthcare · Young-Zoon Yoon · 2008 · 200 citations · Cited by this paper
  28. Early sepsis detection in critical care patients using multiscale blood pressure and heart rate dynamics · Supreeth Prajwal Shashikumar · 2017 · 174 citations · Cited by this paper
  29. Deep learning models for cuffless blood pressure monitoring from PPG signals using attention mechanism · Chadi El-Hajj · 2020 · 157 citations · Cited by this paper
  30. Feasibility study for the non-invasive blood pressure estimation based on ppg morphology: normotensive subject study · Hangsik Shin · 2017 · 148 citations · Cited by this paper
  31. Blood Pressure Estimation Using Photoplethysmogram Signal and Its Morphological Features · Navid Hasanzadeh · 2019 · 148 citations · Cited by this paper
  32. Hypertension Assessment via ECG and PPG Signals: An Evaluation Using MIMIC Database · Yongbo Liang · 2018 · 132 citations · Cited by this paper
  33. PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms · Nabil Ibtehaz · 2022 · 130 citations · Cited by this paper
  34. Estimation of Breathing Rate from Respiratory Sinus Arrhythmia: Comparison of Various Methods · Axel Schäfer · 2008 · 122 citations · Cited by this paper
  35. Continuous Blood Pressure Estimation Using Exclusively Photopletysmography by LSTM-Based Signal-to-Signal Translation · Latifa Nabila Harfiya · 2021 · 108 citations · Cited by this paper
  36. A Non-Invasive Continuous Blood Pressure Estimation Approach Based on Machine Learning · Shuo Chen · 2019 · 100 citations · Cited by this paper
  37. Investigation on the effect of Womersley number, ECG and PPG features for cuff less blood pressure estimation using machine learning · Geerthy Thambiraj · 2020 · 98 citations · Cited by this paper
  38. Generalized Deep Neural Network Model for Cuffless Blood Pressure Estimation with Photoplethysmogram Signal Only · Yan-Cheng Hsu · 2020 · 96 citations · Cited by this paper
  39. A Correlation Study on the Variabilities in Pulse Transit Time, Blood Pressure, and Heart Rate Recorded Simultaneously from Healthy Subjects · Taiyang Ma · 2005 · 85 citations · Cited by this paper

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