Artificial intelligence model device of estimating survival rates of critically ill patient

An artificial intelligence (AI) model device of estimating survival rates of a critically ill patient, adapted to estimate longer-term survival rates of an ICU (intensive care unit) patient, comprising:

• a monitoring module for collecting clinical data about the ICU patient, the clinical data comprising personal features, test report data, physiology data, and evaluation data;
• a data processing module for performing data quantification and normalization, including but not limited to missing value imputation, maximum calculation, minimum calculation, mean calculation, standard deviation calculation, median calculation, quartile deviation calculation, and data dimensionality reduction, on daily clinical data of the ICU patient to create related, applicable data;
• an AI evaluation module for inputting the processed clinical data to a constructed AI algorithmic computation model to generate evaluation results about the 30-day, 60-day, and 90-day survival rates of the ICU patient;
• and
• a display module for receiving the evaluation result and displaying the estimated 30-day, 60-day, and 90-day survival rates of the ICU patient and a description of contributions of features in all categories.