Operation record processing method and device, storage medium and electronic equipment
A processing method and surgical technology, applied in the field of information processing, can solve problems such as low accuracy rate, reduced accuracy rate, complicated work, etc., and achieve the effect of improving accuracy
Pending Publication Date: 2022-05-03
沈阳东软智能医疗科技研究院有限公司
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Problems solved by technology
Usually, the named entity recognition method based on sequence annotation can be used to extract effective information. However, sequence annotation of massive surgical records requires a lot of manpower and material resources, complicated work, and low accuracy.
At the same time, effective information in surgical records often exists in an implicit form, and sequence annotation cannot reflect this implicit form, further reducing the accuracy rate
Method used
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[0079] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.
[0080] figure 1 It is a flowchart of a method for processing surgical records according to an exemplary embodiment, such as figure 1 As shown, the method may include the following steps:
[0081] Step 101, extract target text from surgical records according to preset rules, and divide the target text into at least one target text unit.
[0082] For example, surgical records are usua...
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The invention relates to a surgical record processing method and device, a storage medium and electronic equipment, and relates to the technical field of information processing.The method comprises the steps that a target text is extracted from a surgical record according to a preset rule, the target text is divided into at least one target text unit, and according to each target text unit, the at least one target text unit is selected; the type corresponding to each target text unit is determined through a pre-trained classification model, the type is used for indicating whether the corresponding target text unit is related to the target object or not, the target text unit with the related type serves as a related text unit, and according to the related text unit, through a pre-trained recognition model, the target object is recognized. And determining the number of the target objects included in the related text unit, and determining the total number of the target objects included in the surgical record according to the number of the target objects included in the related text unit. The related text units are determined through the classification model, then the number is determined through the recognition model, and the number recognition accuracy can be improved.
Description
technical field [0001] The present disclosure relates to the technical field of information processing, and in particular, relates to a processing method, device, storage medium and electronic equipment for surgical records. Background technique [0002] Surgical records usually contain a lot of effective information, such as the number of surgical incisions, the number of stents, the number of gauze and other content. Through the analysis and mining of effective information, it can provide reference for evaluating the operation situation in the future, predicting the state trend of the operation object, and determining a new operation plan. Therefore, automatic extraction of effective information from surgical records can save the time of professionals in reading surgical records. Usually, the named entity recognition method based on sequence annotation can be used to extract effective information. However, sequence annotation of a large number of surgical records requires...
Claims
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Login to View More IPC IPC(8): G16H10/60G06F16/33G06F16/35G06K9/62G06N3/04G06N3/08
CPCG16H10/60G06F16/3343G06F16/35G06N3/08G06N3/044G06F18/241
Inventor 孙小婉蔡巍张霞
Owner 沈阳东软智能医疗科技研究院有限公司