Classification of blood pressure in critically ill patients using photoplethysmography and machine learning

E Mejía-Mejía, JM May, M Elgendi… - Computer methods and …, 2021 - Elsevier
Objective: The aim of this study was to evaluate the capability of features extracted from
photoplethysmography (PPG) based Pulse Rate Variability (PRV) to classify hypertensive …

Nonlinear pulse wave dynamics in prediction of coronary heart disease and myocardial infarction

R Kumar, Y Aggarwal, VK Nigam… - IETE Journal of …, 2023 - Taylor & Francis
Atherosclerosis may induce coronary heart diseases (CHD) that progress to myocardial
infarction (MCI), if untreated. The pulse plethysmogram (PPG) plot demonstrated the change …

A Wearable High Blood Pressure Classification Processor Using Photoplethysmogram Signals through Power Spectral Density Features

M Sheeraz, AR Aslam, N Hafeez… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
High blood pressure (BP) is a major source of health problems related to mental stress,
cardiac issues, kidney problems, vision, and brain. High BP bursts can damage and rupture …

Comparative Analysis of Photoplethysmography Signal Quality from Right and Left Index Fingers

K Kanwal, M Asif, SG Khalid, S Wasi, F Zafar… - Traitement du …, 2023 - diva-portal.org
Photoplethysmography (PPG) has emerged as an increasingly attractive signal for
noninvasive physiological measurements, owing to its simplicity, cost-effectiveness, and …

Blood Pressure Estimation from Photoplethysmography with Motion Artifacts Using Long Short Term Memory Network

A Welhenge, A Taparugssanagorn - Journal of Biomimetics …, 2022 - Trans Tech Publ
Continuous measurement of the Blood Pressure (BP) is important in hypertensive
patientsand elderly population. Traditional cuff based methods are difficult to use since it is …

Novel machine learning and wearable sensor based solutions for smart healthcare monitoring

RK Nath - 2021 - uknowledge.uky.edu
The advent of IoT has enabled the design of connected and integrated smart health
monitoring systems. These health monitoring systems can be utilized for monitoring the …

Blood Pressure Estimation Through Photoplethysmography Signal Processing: A Novel Approach

LF de Deus, CA Prior, CR Rodrigues - Available at SSRN 4251271, 2022 - papers.ssrn.com
Abstract Abnormal Blood Pressure (BP) measurements can act as a precursor for several
comorbidities including cardiovascular and cardiorespiratory diseases. According to the …

[PDF][PDF] PPG BASED BLOOD PRESSURE MONITORING AND PREDICTION USING MACHINE LEARNING

S PS, D UNNI - vidyaacademy.ac.in
In today's world, stress plays a significant role in every person's life. Blood pressure is a vital
health indicator in human beings. Hypertension is a prevalent chronic disease that is …

[PDF][PDF] Machine Learning Empowered PPG Based Blood Pressure Prediction System

PS Sreelakshmy, D Unni - vidyaacademy.ac.in
The dynamic world is running after technologies which are far beyond for human to imagine.
As a result of this hectic environment, people are supposed to suffer from stress, anxiety and …

[PDF][PDF] Blood Transfusion success rate prediction using Artificial Intelligence

R Jaiswal - 2022 - academia.edu
Surgery has made extensive use of red blood cell (RBC) transfusion therapy, which has
resulted in excellent treatment outcomes. However, doctors sometimes use their experience …