An Open-Access Dataset of Hospitalized Cardiac-Arrest Patients: Machine-Learning-Based Predictions Using Clinical Documentation

An Open-Access Dataset of Hospitalized Cardiac-Arrest Patients: Machine-Learning-Based Predictions Using Clinical Documentation

Cardiac arrest is a sudden loss of heart function with serious consequences. In developing countries, healthcare professionals use clinical documentation to track patient information. These data are used to predict the development of cardiac arrest. We published a dataset through open access to adva...

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Bibliographic Details
Main Authors: Lahiru Theekshana Weerasinghe Rajapaksha, Sugandima Mihirani Vidanagamachchi, Sampath Gunawardena, Vajira Thambawita
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:BioMedInformatics
Subjects:
bed head ticket
cardiac arrest
clinical documents
decision tree classification model
early warning system
deep learning
Online Access:https://www.mdpi.com/2673-7426/4/1/3

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