Medical data processing method, dimension reduction query method and storage medium
A technology of medical data and processing methods, applied in the direction of electrical digital data processing, special data processing applications, database indexing, etc., can solve the problems of high resource requirements, high consumption, poor real-time performance, etc., and achieve strong scalability and reduce investment Low cost and high real-time effect
Pending Publication Date: 2020-06-26
HANGZHOU YITU MEDIAL TECH CO LTD
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[0003] In the prior art, a large data cluster is built based on a streaming computing processing scheme based on a big data platform (spark/flink), which has high requirements for machine hardwa
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[0053] In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings of the embodiments of the present disclosure. Apparently, the described embodiments are some of the embodiments of the present disclosure, not all of them. Based on the described embodiments of the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative effort fall within the protection scope of the present disclosure.
[0054] Unless otherwise defined, the technical terms or scientific terms used in the present disclosure shall have the usual meanings understood by those skilled in the art to which the present disclosure belongs. "Comprising" or "comprising" and similar words mean that the elements or items appearing before the word include the elements o...
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The invention relates to a medical data processing method, which comprises the steps of obtaining a query condition for querying medical data based on a preset dimension reduction label; calling a search engine according to the query condition, the search engine being coupled to the storage medium synchronized with the original medical data; acquiring aggregated medical data through aggregation ofa search engine; and analyzing the aggregated medical data, and determining a set of the aggregated medical data according to a reading result of the dimension reduction label. The dimension reduction query method comprises the steps of synchronizing multi-dimensional medical data to a search engine; generating a multi-dimensional medical data index, and generating search engine index information; defining query indexes of a search engine, and constructing a query request; and through aggregation of a search engine, obtaining a query result, and performing dimension reduction processing on the query result to obtain dimension-reduced medical data. Through the embodiments of the invention, high expandability can be further realized on the basis of considering high real-time performance andlow machine resource consumption.
Description
technical field [0001] The present disclosure relates to the technical field of intelligent assisted medical scientific research, in particular to a medical data processing method, a dimensionality reduction query method and a storage medium. Background technique [0002] In order to meet the rigorous scientific research demonstration, the medical research platform needs to conduct complex statistical analysis on the multi-dimensional data of tens of millions of patients. Specifically, it is necessary to set different custom reference times according to the patient dimension, such as patient admission time, discharge time, etc.; then set the query interval based on the reference time, and perform dimensionality reduction processing on multidimensional data according to the patient dimension, such as inspection reports, pathology reports, etc.; And filter statistics according to custom indicators. [0003] In the prior art, a large data cluster is built based on a streaming ...
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Login to View More IPC IPC(8): G06F16/2455G06F16/22G06F16/27G16H70/00
CPCG06F16/2455G06F16/2264G06F16/27G16H70/00
Inventor 倪浩郑永升石磊初永光沈运亮
Owner HANGZHOU YITU MEDIAL TECH CO LTD