Postoperative risk prediction method and related model training method, device and equipment

A prediction model and risk prediction technology, applied in the field of machine learning, can solve the problem of risk assessment being too subjective, inaccurate, and different, so as to avoid subjective influence and improve accuracy.
CN114864089APending Publication Date: 2022-08-05SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
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Patent Information

Authority / Receiving Office
CN Β· China
Patent Type
Applications(China)
Current Assignee / Owner
SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
Publication Date
2022-08-05

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Abstract

The invention discloses a postoperative risk prediction method and a related model training method, device and equipment, and the method comprises the steps: obtaining target object information of a target object, the target object comprises a target organ, a donor of the target organ and a receptor of the target organ, and the target object information comprises medical information; and based on the target object information of the target object, predicting the risk related to the target organ after organ transplantation of the receptor by using the prediction model, and obtaining a prediction result. According to the scheme, the prediction accuracy can be improved.
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Description

technical field

[0001] The present application relates to the technical field of machine learning, and in particular, to a method, device and equipment for training a method for postoperative risk prediction and a related model. Background technique

[0002] Organ transplant is the process of surgically transferring a whole or part of an organ from one individual to another. Through organ transplantation, the transplanted organ can function in the recipient, helping to improve the quality of life of the recipient. After organ transplantation, related postoperative risks such as complications may occur, and the occurrence of postoperative risks will greatly affect the quality of organ transplantation.

[0003] At present, doctors will evaluate the postoperative risk based on information such as the recipient and donor of the organ transplant, so as to guide the organ transplant operation. However, different doctors are limited by their own professional ability and experienc...

Claims

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