Medical open platform system and diagnosis and treatment data processing method

Abstract

The invention discloses a medical open platform system and a diagnosis and treatment data processing method. The medical open platform system comprises a data management unit, a data labeling unit, amodel selection unit and a model training unit. The data management unit is used for uploading and arranging historical diagnosis and treatment data according to the user operation instruction. The data labeling unit is used for labeling the historical diagnosis and treatment data and obtaining an annotation result, and the labeling result is used for reflecting the classification situation of thehistorical diagnosis and treatment data. The model selection unit is used for determining historical diagnosis and treatment data according to a task instruction of a user and selecting a learning model by utilizing classification conditions and data characteristics of the historical diagnosis and treatment data; the model training unit is used for training the learning model and obtaining the trained learning model. The method is convenient to operate, the operation time is shortened, the optimal model scheme is automatically selected in the modeling process according to the data characteristics, the actual diagnosis and treatment requirements of doctors are met, and it is guaranteed that follow-up research and development work of the doctors is smoothly conducted.

Description

technical field [0001] The invention relates to the medical field, in particular to a medical open platform system and a diagnosis and treatment data processing method. Background technique [0002] At present, most doctors lack powerful data processing capabilities, and it is very difficult for doctors to carry out certain research and development operations. Therefore, it is very important to provide a medical platform system that can meet the actual needs of diagnosis and treatment. In the prior art, there is no medical platform system about this aspect in the medical field. Contents of the invention [0003] An embodiment of the present invention provides a medical open platform system to reduce operating time and ensure the smooth progress of subsequent research and development operations for users. The system includes: [0004] The data management unit is used to upload and organize historical diagnosis and treatment data according to user operation instructions; ...

AI Technical Summary

Problems solved by technology

[0002] At present, most doctors lack powerful data processing capabilities, and it is very difficult for doctors to carry out a certain research and development operation. Therefore, it is very important to provide a medical platform system that can meet the actual needs of diagnosis and treatment.

There is currently no medical platform system for this aspect in the medical field

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