Diagnosis and treatment scheme recommendation method, device and storage medium

Abstract

The invention belongs to the technical field of artificial intelligence, and discloses a diagnosis and treatment scheme recommendation method. The method comprises the following steps: constructing amedical record database which comprises a first medical record sample and a label; constructing a similar medical record model and a recommendation model; training the similar medical record model andthe recommendation model according to data in the medical record database; obtaining a second medical record sample; inputting the second medical record sample into the trained similar medical recordmodel, outputting one or more similar medical records similar to the second medical record sample, inputting the obtained one or more similar medical records into the trained recommendation model, and outputting a diagnosis and treatment path corresponding to the second medical record sample. In this way, an integral diagnosis and treatment scheme is obtained by recommending the current illness state of the patient. The dependence on the medical expert level is reduced. The influence of human factors is reduced. The situations of delayed treatment and the like are avoided. The invention further discloses an electronic device and a computer readable storage medium.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a diagnosis and treatment plan recommendation method, device and storage medium. Background technique [0002] With the aging population and the continuous development of medical informatization, it is necessary to ensure the quality of medical care and the pursuit of clinical work efficiency. At present, the medical industry has many intelligent auxiliary decision-making systems for clinical big data and deep learning algorithms, such as: intelligent recommendation inspection through patient sign data, medication recommendation, intelligent question and answer and follow-up system, etc., but these are only fragmented scenarios in the diagnosis and treatment process , but did not really form an overall diagnosis and treatment plan on how to treat patients at the core. At present, in hospitals at home and abroad, to provide patients with an overall diagnos...

AI Technical Summary

Problems solved by technology

At present, in hospitals at home and abroad, to provide patients with an overall diagnosis and treatment plan, diagnosis and treatment path, etc., it is mainly through the artificial treatment of the doctor combined with the patient's condition and the expert's supervisory experience and theoretical knowledge, relying on the expert's medical level. When the expert has wrong medical knowledge or wrong diagnosis of the patient, the recommendation of the patient's diagnosis and treatment plan is prone to deviation, which will have a negative impact on the solution of the patient's problem, delay the patient's opportunity to obtain the treatment plan, and delay the patient's treatment

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