08-08-2023 дата публикации
Номер: CN116564513A
Принадлежит:
The invention relates to bioinformatics and biomedicine. The invention relates to the technical field of cardiac cancer prediction, and particularly relates to a cardiac cancer patient lifetime prediction method based on a neural network algorithm, and the method comprises the following steps: S01, data acquisition: obtaining clinical data of a cardiac cancer patient, clinical information such as age, gender, pathological subtype, TNM staging information, tumor diameter, operation, radiotherapy, chemotherapy, existence of malignant tumors and the like is used as original data; s02, data preprocessing: standardizing the continuous data to obtain standardized data; converting the classified data into dummy variables; s03, constructing a model: inputting the standardized data and the dummy variable data into a neural network model through an input layer, and performing data fitting through a hidden layer in the neural network model; outputting a group of numerical values between 0 and 1 through ...
Подробнее