A new machine learning method for predicting systolic and diastolic blood pressure using clinical characteristics

A new machine learning method for predicting systolic and diastolic blood pressure using clinical characteristics

Hypertension describes elevated blood pressure, which significantly impacts cardiovascular diseases. Typically, a sphygmomanometer, a cuff-like device, is used to measure a patient’s blood pressure. However, new techniques such as phonocardiogram (PPG) and electrocardiogram (ECG) based on cuff signa...

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Bibliographic Details
Main Authors: Anurag Shrivastava, Midhun Chakkaravarthy, Mohd Asif Shah
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Healthcare Analytics
Subjects:
Machine learning
Systolic and diastolic blood pressure
Electrocardiogram
Randomforest
k-nearest neighbors
Logistic regression
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442523000862

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http://www.sciencedirect.com/science/article/pii/S2772442523000862

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