METHOD AND DEVICE FOR PREDICTING HYPOTENSION OF PATIENT BASED ON DEEP RUNNING

摘要

A method for predicting hypotension in a patient based on deep learning is provided. A method for predicting hypotension in a patient based on deep learning is provided. A deep learning-based method for predicting hypotension in a patient according to an aspect of the present invention includes: acquiring the patient's arterial blood pressure data, electrocardiogram data, and carbon dioxide partial pressure (CO2 capnography) data; preprocessing the arterial blood pressure data, the electrocardiogram data, and the carbon dioxide partial pressure data; and inputting the pre-processed arterial blood pressure data, the electrocardiogram data, and the carbon dioxide partial pressure data into a machine-learning deep neural network in advance, and calculating a hypotension prediction value of the patient through the deep neural network.