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What is AUROC

Leveraging AI Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death
Area under the receiver operating characteristics curve.
Published in Chapter:
Leveraging AI Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death
Bhagvan Kommadi (Value Momentum, India)
DOI: 10.4018/978-1-7998-8443-9.ch003
Abstract
AI is used for alerting people who are suffering from heart problems. The patient's language, sound, accent, voice, and other patterns are analyzed in an audio call for heart problems. The CPR and defibrillation treatment is used. Delay in sudden cardiac arrest can create problems in the brain, and fatal implications might be there. Biosensors are recommended for heart patients, and they can be worn on the wrist to detect hypertrophic cardiomyopathy. This condition or disease occurs because of cardiac muscle thickening. This is the reason for heart failure, stroke, and fatality in heart patients. The other observation is outflow tract obstruction in the heart patients who had sudden cardiac deaths. This happens in patients who have high blood pressure and can be identified using blood pressure and echocardiography instruments.
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More Results
On the Evaluation of Early Warning Models for Financial Crises
The acronym stands for Area Under the ROC curve (see below). The AUROC measures the predictive performance of a classifier, with a value of 1 being associated with a perfect model and a value of 0.5 being associated with a random model.
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