Method for pre-judging mild symptom or severe symptom of wasp sting patient based on clinical test indexes
The invention discloses a method for pre-judging mild symptoms or severe symptoms of a wasp sting patient based on clinical test indexes, and aims to obtain a predicted value for judging the symptoms according to the clinical measurement indexes of wasp sting. During specific implementation, firstly...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses a method for pre-judging mild symptoms or severe symptoms of a wasp sting patient based on clinical test indexes, and aims to obtain a predicted value for judging the symptoms according to the clinical measurement indexes of wasp sting. During specific implementation, firstly, a data set containing related characteristics and target variables is collected, the quantities of related characteristics of blood routine examination, liver function, kidney function and myocardial enzyme of each patient are utilized and serve as a characteristic set of each patient, specialized doctors provide light and severe disease labels, the target variables represent the severity degree of symptoms, and the target variables represent the severity degree of the symptoms. The disease can be light or severe; defining an XGBoost model and setting parameters of the model, then fitting the XGBoost model to training data, and in the training process, iteratively constructing a decision tree by the model to mini |
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