Continuous blood pressure monitoring using photoplethysmography and electrocardiogram signals by random forest feature selection and GWO-GBRT prediction model

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Cuffless Blood Pressure Estimation Based on Monte Carlo Simulation Using Photoplethysmography Signals

(2022) Chowdhury Azimul Haque et al.   SENSORS

A Novel Clustering-Based Algorithm for Continuous and Noninvasive Cuff-Less Blood Pressure Estimation

(2022) Ali Farki et al.   Journal of Healthcare Engineering

Attention-based residual improved U-Net model for continuous blood pressure monitoring by using photoplethysmography signal

(2022) Mingzheng Yu et al.   Biomedical Signal Processing and Control

An Integration of feature extraction and Guided Regularized Random Forest feature selection for Smartphone based Human Activity Recognition

(2022) Dipanwita Thakur et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Landslide risk prediction by using GBRT algorithm: Application of artificial intelligence in disaster prevention of energy mining

(2022) Song Jiang et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Systolic blood pressure estimation using ECG and PPG in patients undergoing surgery

(2022) Shaoxiong Sun et al.   Biomedical Signal Processing and Control

Hybrid machine learning-enabled multi-information fusion for indirect measurement of tool flank wear in milling

(2022) Zhiwen Huang et al.   MEASUREMENT

An Adaptive Weight Learning-Based Multitask Deep Network for Continuous Blood Pressure Estimation Using Electrocardiogram Signals

(2021) Xiaomao Fan et al.   SENSORS

An Estimation Method of Continuous Non-Invasive Arterial Blood Pressure Waveform Using Photoplethysmography: A U-Net Architecture-Based Approach

(2021) Tasbiraha Athaya et al.   SENSORS

A multi-type features fusion neural network for blood pressure prediction based on photoplethysmography

(2021) Meng Rong et al.   Biomedical Signal Processing and Control

Cuffless blood pressure estimation from PPG signals and its derivatives using deep learning models

(2021) C El-Hajj et al.   Biomedical Signal Processing and Control

A hybrid neural network for continuous and non-invasive estimation of blood pressure from raw electrocardiogram and photoplethysmogram waveforms

(2021) Stephanie Baker et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Performance prediction of proton-exchange membrane fuel cell based on convolutional neural network and random forest feature selection

(2021) Weiwei Huo et al.   ENERGY CONVERSION AND MANAGEMENT

Perioperative Continuous Noninvasive Arterial Pressure Monitoring for Neuroendovascular Interventions: Prospective Study for Evaluation of the Vascular Unloading Technique

(2021) Alejandro Bugarini et al.   World Neurosurgery

Enhancement of blood pressure estimation method via machine learning

(2021) Nashat Maher et al.   Alexandria Engineering Journal

Building energy optimization using Grey Wolf Optimizer (GWO)

(2021) Mehdi Ghalambaz et al.   Case Studies in Thermal Engineering

MLP-BP: A novel framework for cuffless blood pressure measurement with PPG and ECG signals based on MLP-Mixer neural networks

(2021) Bin Huang et al.   Biomedical Signal Processing and Control

Prediction and analysis of net ecosystem carbon exchange based on gradient boosting regression and random forest

(2020) Jianchao Cai et al.   APPLIED ENERGY

Blood pressure estimation with complexity features from electrocardiogram and photoplethysmogram signals

(2020) Sen Yang et al.   OPTICAL AND QUANTUM ELECTRONICS

A review of machine learning techniques in photoplethysmography for the non-invasive cuff-less measurement of blood pressure

(2020) C. El-Hajj et al.   Biomedical Signal Processing and Control

A multistage deep neural network model for blood pressure estimation using photoplethysmogram signals

(2020) Jamal Esmaelpoor et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Estimating Blood Pressure from the Photoplethysmogram Signal and Demographic Features Using Machine Learning Techniques

(2020) Moajjem Hossain Chowdhury et al.   SENSORS

Continuous blood pressure measurement from one-channel electrocardiogram signal using deep-learning techniques

(2020) Fen Miao et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A Blood Pressure Prediction Method Based on Imaging Photoplethysmography in combination with Machine Learning

(2020) Meng Rong et al.   Biomedical Signal Processing and Control

A Non-Invasive Continuous Blood Pressure Estimation Approach Based on Machine Learning

(2019) Shuo Chen et al.   SENSORS

A Universal Standard for the Validation of Blood Pressure Measuring Devices

(2018) George S. Stergiou et al.   HYPERTENSION

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

Blood Pressure Estimation Using Photoplethysmography Only: Comparison between Different Machine Learning Approaches

(2018) Syed Ghufran Khalid et al.   Journal of Healthcare Engineering

Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring

(2017) Mohammad Kachuee et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Optical blood pressure estimation with photoplethysmography and FFT-based neural networks

(2016) Xiaoman Xing et al.   Biomedical Optics Express

A new estimate technology of non-invasive continuous blood pressure measurement based on electrocardiograph

(2016) Chung-Min Wu et al.   Advances in Mechanical Engineering

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Time–frequency analysis of variabilities of heart rate, systolic blood pressure and pulse transit time before and after exercise using the recursive autoregressive model

(2011) Q. Liu et al.   Biomedical Signal Processing and Control