Machine Learning-Based Diagnosis Method Of Schizophrenia And System there-of

摘要

A method and system for diagnosing schizophrenia based on machine learning are provided. The method for diagnosing schizophrenia of the present invention includes preprocessing EEG data and MRI data measured from a patient, storing the preprocessed EEG data and MRI data of the patient in the hospital database, and inputting the patient's MRI data into a machine learning algorithm Thus, calculating schizophrenia probability information according to the patient's MRI data, calculating a difference between the patient's EEG data and the control group's EEG data to provide visual data, the schizophrenia probability information and the visual data Diagnosing the presence of schizophrenia based on the diagnosis of schizophrenia, classifying the patient into a control group or a patient group according to the diagnosis result of the step of diagnosing whether the patient has schizophrenia, and storing the MRI data of the patient together with the classification result in the machine learning database including the steps of