Data processing method and device, electronic equipment and computer readable medium
A data processing and processor technology, applied in the field of medical information processing, can solve problems such as the need to improve the consistency of normalized results, a large amount of manual input, and different occurrences, so as to reduce the amount of manual annotation and improve the corresponding success rate and accuracy rate. Effect
Active Publication Date: 2018-11-30
国家食品药品监督管理总局药品评价中心 +1
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Problems solved by technology
However, the normalization of MedDRA codes usually requires a lot of manual input. After inputting the manual results back to the computer, a more accurate MedDRA normalized augmented vocabulary is formed. In this way, the computer can automatically normalize some medical related terms.
The vocabulary established based on the manual normalization results will have the following problems: the consistency of the normalization results needs to be improved, because everyone has a different understanding of medical concepts, and even with the premise of normalization standards, there will be different results; Some diagnostic words are very close, such as "type 2 diabetes" and "type II diabetes". Labeling a large amount of such data will increase the cost and risk of labeling
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[0029] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The same reference numerals denote the same or similar parts in the drawings, and thus their repeated descriptions will be omitted.
[0030] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or mo...
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The invention relates to a data processing method and device, electronic equipment and a computer readable medium. The method comprises the following steps: acquiring to-be-processed data which comprise medical vocabularies; carrying out segmentation on the to-be-processed data to generate a vocabulary set; comparing the vocabulary set with a standard vocabulary set, and determining the label of the to-be-processed data; and encoding an ICH international medical language dictionary according to the label and the to-be-processed data. The invention relates to the data processing method and device, the electronic equipment and the computer readable medium, the corresponding success rate and accuracy of related medical terms to a standard table can be increased, and manual labeling amount isreduced.
Description
technical field [0001] The present disclosure relates to the field of medical information processing, and in particular, to a data processing method, device, electronic equipment, and computer-readable medium. Background technique [0002] For the data generated after drug clinical trials and marketing, it is very important to uniformly code terms such as diagnosis. Taking the adverse reaction report after listing as an example, the adverse reaction report may come from government departments, cooperative pharmaceutical companies, doctors or patients, among which there may be several or even hundreds of different descriptions for the same adverse reaction, such as "Type 2 "Diabetes", "Type II diabetes" and "Diabetes (type 2)" are actually synonyms, but due to different writing habits of doctors, there will be different ways of writing, so it is necessary to uniformly code these diagnostic terms. [0003] In the prior art, in order to solve the above problems, MedDRA (Medica...
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Login to View More IPC IPC(8): G06F17/27
CPCG06F40/253G06F40/247G06F40/289G06F40/30
Inventor 季思伟张子锐宋海波李馨龄
Owner 国家食品药品监督管理总局药品评价中心