ZhongyueZhang785 / Real-Time-Noninvasive-Continuous-Blood-Pressure-Estimation-Using-Machine-LearningView on GitHub
心血管疾病已成为全球范围内致人死亡的头号病因。为了能有效预防心血管疾病，血压的连续测量尤为重要。目前，连续血压测量分为无创测量和有创测量两种方式。有创测量虽然能达到较高的精度，但是操作复杂且存在感染风险。无创测量主要基于脉搏波。随着机器学习的发展，愈来愈多的人使用脉搏波特征参数法。该方法主要存在两点问题。其一，手动提取特征对波形的要求较高，特征选取受研究者先验知识影响，极有可能提取到非相关特征。其二，血压波形中包含的丰富生理信息未能被充分挖掘。大多数研究的预测目标为收缩压、舒张压等单一血压值，较少的研究关注血压整体波形的预测。 针对上述问题，本文创新性地将原本用于二维图像处理的U-Net模型引入一维血压预测中，提出了一种基于U-Net的PPG-ABP转换模型。该方法无需手动提取特征，仅…
☆17Feb 14, 2022Updated 4 years ago
Alternatives and similar repositories for Real-Time-Noninvasive-Continuous-Blood-Pressure-Estimation-Using-Machine-Learning
Users that are interested in Real-Time-Noninvasive-Continuous-Blood-Pressure-Estimation-Using-Machine-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- for paper https://doi.org/10.3390/bios12020082☆19Mar 4, 2022Updated 4 years ago
- Code to estimate HR from PPG signals using Subspace Decomposition and Kalman filter for the dataset of 22 PPG recordings provided for the…☆88Oct 16, 2017Updated 8 years ago
- ☆166Jan 17, 2024Updated 2 years ago
- Predicting ABP by PPG signal using LSTM.☆11Dec 15, 2019Updated 6 years ago
- Codes of PPG Signal Analysis☆40Nov 20, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 基于stm32和can总线的多节点温湿度数据采集设计☆11Jun 24, 2016Updated 10 years ago
- 使用b样条曲面拟合一个给定的三维曲面，要求可以自适应地依照原始网格曲面曲率设置b样条的节点线。本版本为此项目终极版。☆16Dec 3, 2015Updated 10 years ago
- This is the source code for the EMBC22' cgan paper. It converts ppg signal to abp☆12Jun 18, 2022Updated 4 years ago
- Use DL Model to estimate blood pressure from PPG signal☆19Aug 4, 2021Updated 5 years ago
- PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.☆86Apr 14, 2025Updated last year
- 中南大学（CSU）labview实验和课程设计代码（通用虚拟滤波器），记得留下你的star☆11May 21, 2021Updated 5 years ago
- Blood pressure estimation using PPG☆41Apr 6, 2018Updated 8 years ago
- 在matlab App Designer中设计了一款航空发动机气路故障智能诊断软件，通过训练航空发动机气路数据，分别实现航空发动机故障判断、故障部件定位和故障模式识别。☆13Jun 7, 2022Updated 4 years ago
- 使用ISTANet网络重构压缩感知采样的1维光谱信号☆14Oct 12, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MATLAB scripts used to track spectral shifts in multiplexed fiber Bragg gratings☆12Jun 13, 2016Updated 10 years ago
- Obtain heart rate and SpO2 level from PPG data☆37Jun 19, 2017Updated 9 years ago
- This application is a fiber Bragg grating (FBG) simulation tool for Finite Element Method (FEM) models, implemented in Python, using PyQt…☆14Dec 18, 2025Updated 8 months ago
- Prediction of Blood Pressure from ECG and PPG signals using regression methods.☆179Jul 30, 2020Updated 6 years ago
- [IEEE, TASLP, 2023] The code of the paper "Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition".☆19Sep 27, 2024Updated last year
- Estimating systolic (SBP) and diastolic (DBP) blood pressure for a given individual by recorded photoplethysmography (PPG) and electrocar…☆18Mar 20, 2019Updated 7 years ago
- MATLAB codes for "Sparse Bayesian learning approach for compound bearing fault diagnosis"☆17May 19, 2023Updated 3 years ago
- 虚拟示波器（LabVIEW）☆14Dec 8, 2019Updated 6 years ago
- Signal processing library for research on biosignals (heart signals: ECG, PPG, PCG, BCG, inter-beat intervals)☆14May 18, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A project created for XiDianUniversity☆13Sep 3, 2016Updated 10 years ago
- 基于Matlab的单水箱液位的模糊 控制系统设计☆17May 29, 2024Updated 2 years ago
- Practice of two Pattern Recognition methods. Face Recognition based on SVM and SRC.☆24Jun 17, 2019Updated 7 years ago
- this is a cnn_net to achieve the goal of using ppg to predict blood pressure☆10Jun 16, 2018Updated 8 years ago
- 抓取股票及ETF每日关键数据,计算各种指标,识别K线形态,内置多种选股策略,支持选股验证回 测及自动交易，是量化投资工具。captures key daily data of stocks, calculates various stock indicators, K-lin…☆11May 6, 2023Updated 3 years ago
- MATLAB codes for "Group-sparsity learning approach for bearing fault diagnosis"☆16May 6, 2022Updated 4 years ago
- 开发一个小型的 MATLAB GUI，使其能够通过串口收到目标板上的数据并且可视化显示。☆19Mar 30, 2019Updated 7 years ago
- Supplementary material for PPG2BP-cGAN☆14May 14, 2023Updated 3 years ago
- 微博热搜情绪挖掘分析可视化☆11Dec 5, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Predict blood pressure (systolic and diastolic) rythm from ECG and pulse oximeter signals☆12Feb 7, 2019Updated 7 years ago
- 快递管理系统----软工二大作业☆14Jan 5, 2016Updated 10 years ago
- Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regressi…☆64Jun 7, 2017Updated 9 years ago
- ☆31Oct 17, 2025Updated 10 months ago
- ☆12Jan 22, 2022Updated 4 years ago
- Guide : Prof Sundaram Suresh (NTU- Singapore) Area: Deep learning neural networks for feature extraction in high dimensional neuro imagin…☆31Oct 17, 2017Updated 8 years ago
- 谷粒学院前端UI，谷粒学院是一个B2C模式的职业技能在线教育系统，分为前台用户系统和后台运营平台。☆16Mar 3, 2023Updated 3 years ago