Method and system for automatically generating report in imaging diagnosis

Abstract

The invention discloses a method and system for automatically generating a report in image diagnosis, and the method comprises the steps: reading the identification information of a patient, calling corresponding medical diagnosis and treatment image information, judging whether the medical diagnosis and treatment image information is matched with the identification information of the patient, calling a corresponding medical diagnosis and treatment image if the medical diagnosis and treatment image information is matched with the identification information of the patient; and performing feature extraction on the medical diagnosis and treatment image by using the corresponding first neural network model, generating an initial diagnosis statement based on the extracted features by using the second neural network model, and generating a natural language medical record report based on the initial diagnosis statement by using the third neural network model. The medical diagnosis and treatment image can be prevented from being matched with other patients to generate a wrong diagnosis report; various medical images are processed to automatically generate a diagnosis report, help can be provided for a large number of patients and doctors, the time for seeing a doctor is saved, and the diagnosis and treatment efficiency is improved; and the accuracy of the diagnosis report is improved.

Description

technical field [0001] The invention belongs to the field of big data analysis and data mining, and in particular relates to a method and system for automatically generating reports in image diagnosis. Background technique [0002] With the continuous development of medical imaging technology, medical imaging provides a scientific and intuitive basis for the diagnosis of diseases. indispensable means of disease. [0003] At present, in clinic, doctors make corresponding diagnosis reports by reading medical images, which takes up most of the energy and time of experienced doctors. There is a lack of a method to automatically generate image diagnosis reports, so as to reduce the time of diagnosis and provide patients with treatment as soon as possible. . SUMMARY OF THE INVENTION [0004] In view of the above-mentioned defects in the prior art, the present invention provides a method for automatically generating a report in image diagnosis, comprising the following steps: ...

AI Technical Summary

Problems solved by technology

[0003] At present, in clinical practice, doctors read medical images and make corresponding diagnostic reports, which will take up most of the energy and time of experienced doctors. There is no way to automatically generate image diagnostic reports to reduce the duration of diagnosis and provide treatment for patients as soon as possible.

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