Cardiovascular disease risk predicting method based on electronic medical record
A disease risk, electronic medical record technology, applied in patient-specific data, health index calculation, medical automatic diagnosis, etc., can solve the problems of neglecting the correlation between diagnosis and drug treatment, predicting the performance impact, etc., to achieve accurate disease risk prediction, accuracy High, sufficient effect of data feature extraction
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[0039] Such as figure 1 Shown is a schematic flow chart of the method of the present invention: the electronic medical record-based cardiovascular disease risk prediction method provided by the present invention includes the following steps:
[0040] S1. Obtain the electronic medical record data of cardiovascular disease patients and normal people, and divide the obtained electronic medical records into training set and test set;
[0041] S2. Organize the electronic medical record data in the training set and test set obtained in step S1 respectively to form a training set sequence and a test set sequence; wherein the training set sequence includes a training set diagnostic code sequence, a training set diagnostic code + a laboratory index sequence , The training set laboratory index sequence and the training set demographic data, the test set sequence includes the test set diagnostic code sequence, the test set diagnostic code + laboratory index sequence, the test set laborat...
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