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MapReduce and big data-based statistical method and device for times of operation cases applying antibacterial drugs

A technology of antibacterial drugs and statistical methods, applied in the fields of drugs or prescriptions, medical data mining, drug reference, etc., can solve problems such as abuse of antibacterial drugs, increase the difficulty of curing bacterial infectious diseases, drug resistance, etc., and achieve strong practicability. , to avoid complex effects of statistical processing

Pending Publication Date: 2021-05-11
杭州杏林信息科技有限公司
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Problems solved by technology

[0004] However, the abuse of antibacterial drugs often occurs clinically, which leads to the resistance of pathogenic bacteria to antibacterial drugs and increases the difficulty of curing bacterial infectious diseases.

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  • MapReduce and big data-based statistical method and device for times of operation cases applying antibacterial drugs
  • MapReduce and big data-based statistical method and device for times of operation cases applying antibacterial drugs
  • MapReduce and big data-based statistical method and device for times of operation cases applying antibacterial drugs

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Embodiment Construction

[0088] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some embodiments of the present invention, not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0089] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0090] The present invention will be further described below in con...

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Abstract

The invention provides a MapReduce and big data-based statistical method and device for the number of operation cases applying antibacterial drugs; the method comprises the steps: carrying out the calculation of the number of operation cases through the parallel calculation capability of a machine under a distributed system based on a MapReduce framework; dividing millions and tens of millions of hospitalized persons, which exceed the memory and storage limitation of a server, of example times of hospital infection with multi-drug-resistant bacteria into tens of millions and hundreds of millions of small tasks, executing the small tasks on a plurality of machines at the same time, and then summarizing intermediate output results of the small tasks to generate a final result. According to the method, massive parallel calculation can be carried out on big data including million-level, ten-million-level and hundred million-level hospitalized persons according to various calibers such as provincial and municipal areas, hospital levels, hospital beds, integration and specialities, and fair and civil operation. The statistical operation case times of the application of the antibacterial drugs are high in practicability, the operation case times can be accurately counted according to user needs, and effective guidance can be provided for treatment and management of the antibacterial drugs of hospitalized patients.

Description

technical field [0001] The present invention belongs to the technical field of antibacterial drug management, and in particular relates to a method and device for counting the number of surgical cases using antibacterial drugs based on MapReduce and big data, especially for the preventive application of antibacterial drugs in type I incision operations in hospitalized patients The statistics of the number of surgical cases is especially suitable for scenarios where the amount of patient data to be processed far exceeds the storage (disk) and computing power (memory, CPU) of a server, and tasks cannot be split and assigned manually. Background technique [0002] Antibacterial drugs generally refer to drugs with bactericidal or bacteriostatic activity. The invention and application of antibacterial drugs have brought convenience to the treatment of many serious bacterial infectious diseases and effectively reduced the mortality rate of various infectious diseases. The applicat...

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Application Information

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IPC IPC(8): G16H40/20G16H20/10G16H70/40G16H10/60G16H50/70G16H80/00
CPCG16H40/20G16H20/10G16H70/40G16H10/60G16H50/70G16H80/00Y02A90/10
Inventor 林建霍瑞陈春平
Owner 杭州杏林信息科技有限公司
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