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Can myocardial infarction be predicted in cardiac emergencies?

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Book Details
Language
English
Publishers
Our Knowledge Publishing (11 Jun. 2024)
Weight
0.1 KG
Publication Date
11/06/2024
ISBN-10
6207636740
Pages
60 pages
ISBN-13
9786207636747
Dimensions
15 x 0.36 x 22 cm
SKU
9786207636747
Author Name
Mourad Raiah (Author)
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Myocardial infarction (MI) is a cardiological emergency whose diagnosis in the emergency department remains a clinical problem. In this book, an artificial neural network (ANN) was used and compared to logistic regression in the prediction of MI in patients consulting the emergency department for chest pain.

Patient data were randomized into training and test series. Neural network and logistic regression models were built on the basis of the training data and tested on observations from the test group.

The models were compared by analyzing their ROC (Receiver Operating Curve) curves. .

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