CN116721745B - Intelligent management method and system for consumable of immunohistochemical kit and electronic equipment - Google Patents
Intelligent management method and system for consumable of immunohistochemical kit and electronic equipment Download PDFInfo
- Publication number
- CN116721745B CN116721745B CN202310525918.7A CN202310525918A CN116721745B CN 116721745 B CN116721745 B CN 116721745B CN 202310525918 A CN202310525918 A CN 202310525918A CN 116721745 B CN116721745 B CN 116721745B
- Authority
- CN
- China
- Prior art keywords
- consumable
- time sequence
- kit
- early warning
- storage
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 230000002055 immunohistochemical effect Effects 0.000 title claims abstract description 42
- 238000007726 management method Methods 0.000 title claims abstract description 42
- 239000003153 chemical reaction reagent Substances 0.000 claims abstract description 41
- 238000000034 method Methods 0.000 claims abstract description 33
- 239000000463 material Substances 0.000 claims abstract description 18
- 238000010586 diagram Methods 0.000 claims description 46
- 230000032683 aging Effects 0.000 claims description 24
- 238000004590 computer program Methods 0.000 claims description 10
- 238000004891 communication Methods 0.000 claims description 7
- 238000010276 construction Methods 0.000 claims description 7
- 238000012545 processing Methods 0.000 claims description 7
- 230000009466 transformation Effects 0.000 claims description 6
- 239000000284 extract Substances 0.000 claims description 4
- 238000003707 image sharpening Methods 0.000 claims description 3
- 230000010365 information processing Effects 0.000 claims description 3
- 230000007547 defect Effects 0.000 abstract description 6
- 238000005516 engineering process Methods 0.000 description 5
- 230000006870 function Effects 0.000 description 5
- 238000003364 immunohistochemistry Methods 0.000 description 5
- 239000000427 antigen Substances 0.000 description 3
- 102000036639 antigens Human genes 0.000 description 3
- 108091007433 antigens Proteins 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 238000012544 monitoring process Methods 0.000 description 2
- 238000010827 pathological analysis Methods 0.000 description 2
- 230000000644 propagated effect Effects 0.000 description 2
- 102000004169 proteins and genes Human genes 0.000 description 2
- 108090000623 proteins and genes Proteins 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000008094 contradictory effect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 238000013115 immunohistochemical detection Methods 0.000 description 1
- 238000000338 in vitro Methods 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 230000004807 localization Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 239000012188 paraffin wax Substances 0.000 description 1
- 230000001575 pathological effect Effects 0.000 description 1
- 229920001184 polypeptide Polymers 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 102000004196 processed proteins & peptides Human genes 0.000 description 1
- 108090000765 processed proteins & peptides Proteins 0.000 description 1
- 238000011002 quantification Methods 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T19/00—Manipulating 3D models or images for computer graphics
- G06T19/20—Editing of 3D images, e.g. changing shapes or colours, aligning objects or positioning parts
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Economics (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Strategic Management (AREA)
- Human Resources & Organizations (AREA)
- Development Economics (AREA)
- Tourism & Hospitality (AREA)
- Game Theory and Decision Science (AREA)
- Public Health (AREA)
- Primary Health Care (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Biomedical Technology (AREA)
- Medical Informatics (AREA)
- General Health & Medical Sciences (AREA)
- Epidemiology (AREA)
- Architecture (AREA)
- Computer Graphics (AREA)
- Computer Hardware Design (AREA)
- General Engineering & Computer Science (AREA)
- Software Systems (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention discloses an intelligent management method, an intelligent management system and electronic equipment for consumable parts of an immunohistochemical kit. According to the method and the device, the storage structure layout of the storage space of the reagent box consumable is obtained in advance, then the storage area is built according to the storage structure layout, then the reagent box consumable is stored in the storage area according to the types and the numbers of the reagent box consumable, and meanwhile the expiration early warning of the built consumable is carried out according to the effective period of the reagent box consumable, so that an operator can intuitively judge whether the reagent box consumable is out of date or is about to be out of date. The consumable is also convenient for operators to replace and use in time, and the accuracy and the effectiveness of the examination of the consumable of the kit are ensured. The defects that the consumable effectiveness management is inconvenient because of the fact that the number of consumable materials of the immunohistochemical kit is large in number in the prior art are effectively overcome.
Description
Technical Field
The invention relates to the technical field of reagent kit consumables, in particular to an intelligent management method and system for immunohistochemical reagent kit consumables and electronic equipment.
Background
Immunohistochemistry is short for immunohistochemistry, is a detection method in pathological diagnosis, and is a common technology for determining antigens including polypeptides and proteins in tissue cells by applying the basic principle of immunology, namely antigen-antibody reaction, namely the principle that antigens and antibodies can be specifically combined, and researching the localization, the qualitative and the relative quantification of the antigens, so that the immunohistochemistry technology is called as immunohistochemical technology for short, and is a common technology for pathological examination.
Immunohistochemical detection generally adopts an immunohistochemical kit consumable material, and the immunohistochemical kit consumable material is generally used for in vitro diagnosis. The kit consumable is used for detecting human tissue or cell specimens. The application range of the consumable of the immunohistochemical kit is frozen sections and paraffin embedded tissue sections. The immunohistochemistry can detect the change of protein level on cells, can further assist pathological diagnosis, and provides a certain basis for clinically making a treatment scheme. At present, the types of antibodies for immunohistochemistry are more and more, the types of consumable materials of the related immune combination kit are more and more, the number of each type is large, and meanwhile, the consumable materials of the immune combination kit are inconvenient to manage due to the factors of high storage requirement, short shelf life and the like.
Disclosure of Invention
The invention aims to solve the defect that the consumable effectiveness management is inconvenient because of the large number of consumable parts of an immunohistochemical kit in the prior art, and provides an intelligent consumable part management method, an intelligent consumable part management system and electronic equipment of the immunohistochemical kit.
In order to achieve the above purpose, the present invention adopts the following technical scheme:
the first aspect of the invention provides an intelligent management method for consumable materials of an immunohistochemical kit, which comprises the following steps:
acquiring storage layout information of a storage space, and identifying and constructing a target area, wherein the target area is used for storing reagent kit consumables;
acquiring all information of the consumable parts of the kit, and carrying out storage planning according to the target area to obtain a storage layout of the consumable parts of the kit;
wherein, the whole information of kit consumptive material includes: the type, the storage quantity and the effective period of the consumable parts of the kit;
according to the reagent box consumable storage layout and the valid period, carrying out time sequence addition on the reagent box consumable storage layout to obtain an aging storage layout;
according to the type and the expiration date of the consumable of the kit, presetting an expiration alarm threshold value to obtain an early warning element diagram;
and carrying out period early warning on the aging storage layout according to the early warning element diagram, judging whether the period of the consumable of the kit exceeds the period, and generating an alarm signal for feedback.
In a possible embodiment, the method for identifying and constructing a target area includes:
image acquisition is carried out on the storage space, and image information of the storage space is obtained;
image processing is carried out on the image information of the storage space, and a plane layout diagram of the storage space is obtained;
carrying out gray scale identification on a plane layout diagram of the storage space to obtain a plurality of gray scale identification feature points, and constructing storage layout information of the storage space according to the plurality of gray scale identification feature points;
and identifying and planning storage layout information of the storage space by utilizing the relative positions of the gray identification feature points to obtain a target area.
In a possible embodiment, the method for image processing of image information of a storage space includes:
and adopting Photoshop to perform one or more of histogram transformation, image sharpening and gray level transformation on the image information of the storage space.
In one possible embodiment, the method for obtaining the aging storage map includes:
constructing three time sequence feature elements according to the type and the effective period of the consumable of the kit, and respectively configuring a plurality of gray scale identification feature points in a target area according to the three time sequence feature elements to respectively obtain time sequence feature groups at the gray scale identification feature points;
and according to the type and the effective period of the consumable of the kit, carrying out time sequence adjustment on time sequence feature groups at the plurality of gray scale identification feature points to obtain an aging storage layout.
In a possible embodiment, the method for obtaining the early warning element map includes:
according to the consumable types, the effective time limit and the time sequence feature groups of the kit, three pre-warning time sequence sets are preset, and the three pre-warning time sequence sets are in one-to-one correspondence with the time sequence feature groups;
according to the type and the effective period of the consumable of the kit, threshold value division is respectively carried out on three early warning time sequence sets, and the three early warning time sequence sets respectively extract out at least one expiration alarm threshold value;
the three early warning time sequence sets construct an early warning feature set according to the expiration alarm threshold value of the three early warning time sequence sets;
writing the constructed early warning feature group into an aging storage layout diagram, and comparing the early warning feature group with the time sequence feature group to obtain an expiration alarm threshold interval diagram;
and constructing an early warning element diagram according to the expiration alarm threshold interval diagram and the aging storage layout diagram.
In a possible embodiment, the method for obtaining the expiration alarm threshold interval map includes:
any one of the two different time sequence feature groups is selected to obtain a first time sequence feature group and a second time sequence feature group, and intervals of the first time sequence feature group and the second time sequence feature group are obtained;
selecting an aging characteristic group as an early warning characteristic group in any one of the intervals of the first time sequence characteristic group and the second time sequence characteristic group;
obtaining two expiration alarm threshold intervals according to the early warning feature set, the first time sequence feature set and the second time sequence feature set;
calibrating the obtained two expiration alarm threshold intervals to obtain an expiration alarm threshold interval diagram.
In a possible embodiment, the method for obtaining the expiration alarm threshold interval map further includes:
more than two expiration alarm threshold intervals are arranged.
The second aspect of the present invention provides an intelligent management system for consumable parts of an immunohistochemical kit, which adopts the intelligent management method for consumable parts of an immunohistochemical kit according to any one of the first aspect, wherein the management system further comprises:
the information acquisition module is used for acquiring storage layout information of the storage space;
the information processing module is used for combining all information of the reagent kit consumable materials to carry out storage planning;
the condition adding module is used for carrying out time sequence addition;
the early warning construction module is used for judging whether the consumable period of the kit exceeds the period;
and the communication feedback module is interactively connected with the early warning construction module and is used for carrying out alarm feedback.
A third aspect of the present invention provides an electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when the one or more programs are executed by the one or more processors, the one or more processors implement an immunohistochemical kit consumable intelligent management method as described in any one of the first aspects.
A fourth aspect of the present invention provides a computer-readable medium having stored thereon a computer program, wherein the program when executed by a processor implements a method for intelligent administration of a consumable of an immunohistochemical kit according to any one of the first aspects.
The beneficial effects of the invention are as follows:
according to the method and the device, the storage structure layout of the storage space of the reagent box consumable is obtained in advance, then the storage area is built according to the storage structure layout, then the reagent box consumable is stored in the storage area according to the types and the numbers of the reagent box consumable, and meanwhile the expiration early warning of the built consumable is carried out according to the effective period of the reagent box consumable, so that an operator can intuitively judge whether the reagent box consumable is out of date or is about to be out of date. The consumable is also convenient for operators to replace and use in time, and the accuracy and the effectiveness of the examination of the consumable of the kit are ensured. The defects that the consumable effectiveness management is inconvenient because of the fact that the number of consumable materials of the immunohistochemical kit is large in number in the prior art are effectively overcome.
Drawings
Fig. 1 is a schematic diagram of the overall flow structure of an intelligent management method for consumable parts of an immunohistochemical kit according to the embodiment of the invention;
FIG. 2 is a schematic flow chart of a method for identifying and constructing a target area in an intelligent management method for consumable parts of an immunohistochemical kit according to the embodiment of the present invention;
FIG. 3 is a schematic flow chart of a method for obtaining an early warning element diagram in an intelligent management method for consumable parts of an immunohistochemical kit according to the embodiment of the present invention;
FIG. 4 is a schematic diagram of an intelligent management system for consumable parts of an immunohistochemical kit according to the embodiment of the present invention;
fig. 5 is a schematic plan layout view of a storage space in an intelligent management method for consumable parts of an immunohistochemical kit according to the embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
It should be noted that all directional indicators (such as up, down, left, right, front, and rear … …) in the embodiments of the present invention are merely used to explain the relative positional relationship, movement, etc. between the components in a particular posture (as shown in the drawings), and if the particular posture is changed, the directional indicator is changed accordingly.
In the present invention, unless specifically stated and limited otherwise, the terms "connected," "affixed," and the like are to be construed broadly, and for example, "affixed" may be a fixed connection, a removable connection, or an integral body; can be mechanically or electrically connected; either directly or indirectly, through intermediaries, or both, may be in communication with each other or in interaction with each other, unless expressly defined otherwise. The specific meaning of the above terms in the present invention can be understood by those of ordinary skill in the art according to the specific circumstances.
In addition, if there is a description of "first", "second", etc. in the embodiments of the present invention, the description of "first", "second", etc. is for descriptive purposes only and is not to be construed as indicating or implying a relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defining "a first" or "a second" may explicitly or implicitly include at least one such feature. In addition, the meaning of "and/or" as it appears throughout includes three parallel schemes, for example "A and/or B", including the A scheme, or the B scheme, or the scheme where A and B are satisfied simultaneously. In addition, the technical solutions of the embodiments may be combined with each other, but it is necessary to base that the technical solutions can be realized by those skilled in the art, and when the technical solutions are contradictory or cannot be realized, the combination of the technical solutions should be considered to be absent and not within the scope of protection claimed in the present invention.
Examples
Referring to fig. 1 to 4, the invention provides an intelligent management method, an intelligent management system and electronic equipment for consumable supplies of an immunohistochemical kit, which are used for solving the defect that the consumable supplies are inconvenient to manage due to the fact that the number of consumable supplies of the immunohistochemical kit is large in number in the prior art. According to the management method, the storage structure layout of the storage space of the reagent box consumable is obtained in advance, then the storage area is built according to the storage structure layout, then the reagent box consumable is stored in the storage area according to the types and the numbers of the reagent box consumable, and meanwhile the expiration early warning of the consumable is built according to the effective period of the reagent box consumable, so that an operator can intuitively judge whether the reagent box consumable is out of date or is about to be out of date. The consumable is also convenient for operators to replace and use in time, and the accuracy and the effectiveness of the examination of the consumable of the kit are ensured. The defects that the consumable effectiveness management is inconvenient because of the fact that the number of consumable materials of the immunohistochemical kit is large in number in the prior art are effectively overcome.
Specifically, referring to fig. 1 to 3, the first aspect of the present invention provides an intelligent management method for consumable parts of an immunohistochemical kit, where the management method includes:
acquiring storage layout information of a storage space, and identifying and constructing a target area, wherein the target area is used for storing reagent kit consumables; the storage space layout structure diagram in the storage device can be obtained in advance through the image acquisition device (camera), and then the structure of the storage area is identified according to the storage space layout structure diagram so as to generate the target area for storing the reagent kit consumable.
Acquiring all information of the consumable parts of the kit, and carrying out storage planning according to the target area to obtain a storage layout of the consumable parts of the kit; wherein, the whole information of kit consumptive material includes: the type, the storage quantity and the effective period of the consumable parts of the kit; the storage device plans to store the reagent box consumable in the target area according to the type and the storage quantity of the reagent box consumable, so that the follow-up layout monitoring effective period of storage of the reagent box consumable can be guaranteed.
According to the reagent box consumable storage layout and the valid period, carrying out time sequence addition on the reagent box consumable storage layout to obtain an aging storage layout; i.e. time-wise additional according to the expiration date of the kit consumables, in order to facilitate the subsequent definition of the expiration.
According to the type and the expiration date of the consumable of the kit, presetting an expiration alarm threshold value to obtain an early warning element diagram; and carrying out period early warning on the aging storage layout according to the early warning element diagram, judging whether the period of the consumable of the kit exceeds the period, and generating an alarm signal for feedback. The expiration threshold is preset according to the expiration date of the consumable of the kit, and the consumable expiration early warning is constructed according to the expiration date of the consumable of the kit, so that an operator can intuitively judge whether the consumable of the kit is expired or is about to be expired. The consumable is also convenient for operators to replace and use in time, and the accuracy and the effectiveness of the examination of the consumable of the kit are ensured. The defects that the consumable effectiveness management is inconvenient because of the fact that the number of consumable materials of the immunohistochemical kit is large in number in the prior art are effectively overcome.
In this embodiment, to facilitate understanding how to construct the target area for the storage space, the following is exemplified herein, and specifically, the method for identifying and constructing the target area includes:
image acquisition is carried out on the storage space, and image information of the storage space is obtained; the storage structure layout of the storage space is acquired and shot through the image acquisition equipment so as to obtain a storage structure layout image of the storage space;
image processing is carried out on the image information of the storage space, and a plane layout diagram of the storage space is obtained; carrying out gray scale identification on a plane layout diagram of the storage space to obtain a plurality of gray scale identification feature points, and constructing storage layout information of the storage space according to the plurality of gray scale identification feature points; the storage structure layout image is subjected to image processing to obtain a plane layout diagram of the storage space, and then the storage position of the reagent kit consumable is subjected to gray scale identification according to the plane layout diagram so as to judge and construct the storage point position of the reagent kit consumable in the target area.
And identifying and planning storage layout information of the storage space by utilizing the relative positions of the gray identification feature points to obtain a target area. In this embodiment, in order to facilitate gray value recognition on the planar layout of the storage space, the method for performing image processing on the image information of the storage space includes: and adopting Photoshop to perform one or more of histogram transformation, image sharpening and gray level transformation on the image information of the storage space. The structure of the storage area is identified and acquired. In this embodiment, in order to facilitate understanding how to obtain the gray scale identification feature points, the following description will be made, specifically, referring to fig. 5, in fig. 5, after the construction of the planar layout is completed, since the storage positions of the reagent kit consumables in the planar layout are in the shape of through holes, the positions are different from the gray scale values of other solid positions in the planar layout, the gray scale identification feature points are identified and extracted according to the basis, and then the storage position points of the reagent kit consumables are determined according to the difference of the gray scale values of the gray scale identification feature points. In addition, in the present embodiment, in order to facilitate determination of the positions of the gradation-identifying feature points, coordinates (an abscissa is a number (123456789, etc.), and an ordinate is a letter (ABCDEFGH, etc.)) are also provided on the planar layout.
In this embodiment, in order to facilitate understanding how to perform aging addition according to the expiration date of the consumable of the kit, the following is exemplified herein, and specifically, the method for obtaining the aging storage layout includes:
constructing three time sequence feature elements according to the type and the effective period of the consumable of the kit, and respectively configuring a plurality of gray scale identification feature points in a target area according to the three time sequence feature elements to respectively obtain time sequence feature groups at the gray scale identification feature points; the method comprises the steps of constructing three time sequence feature elements of year, month and day according to the effective period, constructing a time sequence feature group according to the production date and the quality guarantee period of the reagent kit consumable, and carrying out corresponding time sequence feature group addition according to the type of the stored reagent kit in each gray scale identification feature point (the storage position of the reagent kit consumable), so that the reagent kit consumable at each gray scale identification feature point in a target area can be monitored respectively, and the monitoring effectiveness and accuracy can be guaranteed. And performing time sequence adjustment on time sequence feature groups at a plurality of gray scale identification feature points according to the type and the effective period of consumable parts of the kit to obtain an aging storage layout.
In this embodiment, in order to facilitate understanding how to construct the early warning element map, the following examples are given herein, and specifically, the method for obtaining the early warning element map includes:
according to the consumable types, the effective time limit and the time sequence feature groups of the kit, three pre-warning time sequence sets are preset, and the three pre-warning time sequence sets are in one-to-one correspondence with the time sequence feature groups;
according to the type and the effective period of the consumable of the kit, threshold value division is respectively carried out on three early warning time sequence sets, and the three early warning time sequence sets respectively extract out at least one expiration alarm threshold value;
the three early warning time sequence sets construct an early warning feature set according to the expiration alarm threshold value of the three early warning time sequence sets; extracting corresponding early warning time sequence sets (which represent a digital set and comprise all values of time sequence feature groups) according to the types of consumable materials of the kit, so as to construct corresponding early warning time sequence values according to the values of the time sequence feature groups; and then, the early warning time sequence set extracts a corresponding expiration alarm threshold value in the time sequence feature set according to the expiration date of the consumable of the kit, and the early warning feature set which is corresponding to the time sequence feature set and has the time sequence of year, month and day is generated.
Writing the constructed early warning feature group into an aging storage layout diagram, and comparing the early warning feature group with the time sequence feature group to obtain an expiration alarm threshold interval diagram;
and constructing an early warning element diagram according to the expiration alarm threshold interval diagram and the aging storage layout diagram. The method comprises the steps of comparing and constructing a constructed early warning feature set with a time sequence feature set to obtain a corresponding expiration alarm threshold interval diagram, and setting corresponding early warning elements in the expiration alarm threshold interval diagram to construct an early warning element diagram.
In this embodiment, in order to facilitate understanding how to construct the early warning element map, the following examples are given herein, and specifically, the method for obtaining the expiration alarm threshold interval map includes:
any one of the two different time sequence feature groups is selected to obtain a first time sequence feature group and a second time sequence feature group, and intervals of the first time sequence feature group and the second time sequence feature group are obtained;
selecting an aging characteristic group as an early warning characteristic group in any one of the intervals of the first time sequence characteristic group and the second time sequence characteristic group;
obtaining two expiration alarm threshold intervals according to the early warning feature set, the first time sequence feature set and the second time sequence feature set;
calibrating the obtained two expiration alarm threshold intervals to obtain an expiration alarm threshold interval diagram.
In a possible embodiment, the method for obtaining the expiration alarm threshold interval map further includes: more than two expiration alarm threshold intervals are arranged. Namely, the number of the aging characteristic groups selected in the intervals of the first time sequence characteristic group and the second time sequence characteristic group can be two or more, namely, the kit has a plurality of early warning characteristic groups, and early warning of different degrees is carried out according to different expiration alarm threshold intervals so as to inform operators in advance to replace and use, thereby avoiding the occurrence of inaccurate inspection results caused by aging of consumable materials of the kit.
Referring to fig. 1 to fig. 4, a second aspect of the present invention provides an intelligent management system for consumable parts of an immunohistochemical kit, which adopts the intelligent management method for consumable parts of an immunohistochemical kit according to any one of the first aspects, the management system further includes:
the information acquisition module is used for acquiring storage layout information of the storage space; in a possible embodiment, the information acquisition module may be a camera.
The information processing module is used for combining all information of the reagent kit consumable materials to carry out storage planning;
the condition adding module is used for carrying out time sequence addition;
the early warning construction module is used for judging whether the consumable period of the kit exceeds the period;
and the communication feedback module is interactively connected with the early warning construction module and is used for carrying out alarm feedback.
A third aspect of the present invention provides an electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when the one or more programs are executed by the one or more processors, the one or more processors implement an immunohistochemical kit consumable intelligent management method as described in any one of the first aspects. In addition, the electronic device further includes: kit consumable storage device capable of performing an immunohistochemical kit consumable intelligent management method as described in the first aspect, so as to facilitate intelligent management of kit consumables
A fourth aspect of the present invention provides a computer-readable medium having stored thereon a computer program, wherein the program when executed by a processor implements a method for intelligent administration of a consumable of an immunohistochemical kit according to any one of the first aspects.
In particular, according to some embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flow chart.
It should be noted that, the computer readable medium described in some embodiments of the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the present disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, the computer-readable signal medium may comprise a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
In some embodiments, the management system may communicate using any currently known or future developed network protocol, such as HTTP (Hyper Text Transfer Protocol ), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.
The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to.
Computer program code for carrying out operations for some embodiments of the present disclosure may be written in one or more programming languages, including an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
A fifth aspect of the invention provides a computer program product comprising a computer program which, when executed by a processor, implements a method for intelligentized management of immunohistochemical kit consumables as described in the first aspect.
The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by those skilled in the art that the scope of the invention in the embodiments of the present disclosure is not limited to the specific combination of the above technical features, but encompasses other technical features formed by any combination of the above technical features or their equivalents without departing from the spirit of the invention. Such as the above-described features, are mutually substituted with (but not limited to) the features having similar functions disclosed in the embodiments of the present disclosure.
Claims (8)
1. An intelligent management method for consumable materials of an immunohistochemical kit is characterized by comprising the following steps:
acquiring storage layout information of a storage space, and identifying and constructing a target area, wherein the target area is used for storing reagent kit consumables;
acquiring all information of the consumable parts of the kit, and carrying out storage planning according to the target area to obtain a storage layout of the consumable parts of the kit;
wherein, the whole information of kit consumptive material includes: the type, the storage quantity and the effective period of the consumable parts of the kit;
according to the reagent box consumable storage layout and the valid period, carrying out time sequence addition on the reagent box consumable storage layout to obtain an aging storage layout;
according to the type and the expiration date of the consumable of the kit, presetting an expiration alarm threshold value to obtain an early warning element diagram;
performing deadline early warning on the aging storage layout diagram according to the early warning element diagram, judging whether the deadline of the consumable of the kit exceeds the deadline, and generating an alarm signal for feedback;
the method for obtaining the aging storage layout comprises the following steps:
constructing three time sequence feature elements according to the type and the effective period of the consumable of the kit, and respectively configuring a plurality of gray scale identification feature points in a target area according to the three time sequence feature elements to respectively obtain time sequence feature groups at the gray scale identification feature points;
according to the type and the effective period of the consumable of the kit, time sequence adjustment is carried out on time sequence feature groups at a plurality of gray scale identification feature points, and an aging storage layout diagram is obtained;
in addition, the method for obtaining the early warning element map comprises the following steps:
according to the consumable types, the effective time limit and the time sequence feature groups of the kit, three pre-warning time sequence sets are preset, and the three pre-warning time sequence sets are in one-to-one correspondence with the time sequence feature groups;
according to the type and the effective period of the consumable of the kit, threshold value division is respectively carried out on three early warning time sequence sets, and the three early warning time sequence sets respectively extract out at least one expiration alarm threshold value;
the three early warning time sequence sets construct an early warning feature set according to the expiration alarm threshold value of the three early warning time sequence sets;
writing the constructed early warning feature group into an aging storage layout diagram, and comparing the early warning feature group with the time sequence feature group to obtain an expiration alarm threshold interval diagram;
and constructing an early warning element diagram according to the expiration alarm threshold interval diagram and the aging storage layout diagram.
2. The method for intelligent administration of consumable parts of an immunohistochemical kit according to claim 1, wherein the method for identifying and constructing a target area comprises:
image acquisition is carried out on the storage space, and image information of the storage space is obtained;
image processing is carried out on the image information of the storage space, and a plane layout diagram of the storage space is obtained;
carrying out gray scale identification on a plane layout diagram of the storage space to obtain a plurality of gray scale identification feature points, and constructing storage layout information of the storage space according to the plurality of gray scale identification feature points;
and identifying and planning storage layout information of the storage space by utilizing the relative positions of the gray identification feature points to obtain a target area.
3. The intelligent management method for consumable parts of an immunohistochemical kit according to claim 2, wherein the method for performing image processing on the image information of the storage space comprises the steps of:
and adopting Photoshop to perform one or more of histogram transformation, image sharpening and gray level transformation on the image information of the storage space.
4. The method for intelligent administration of consumable parts of an immunohistochemical kit according to claim 3, wherein the method for obtaining the expiration alarm threshold interval map comprises the steps of:
any one of the two different time sequence feature groups is selected to obtain a first time sequence feature group and a second time sequence feature group, and intervals of the first time sequence feature group and the second time sequence feature group are obtained;
selecting an aging characteristic group as an early warning characteristic group in any one of the intervals of the first time sequence characteristic group and the second time sequence characteristic group;
obtaining two expiration alarm threshold intervals according to the early warning feature set, the first time sequence feature set and the second time sequence feature set;
calibrating the obtained two expiration alarm threshold intervals to obtain an expiration alarm threshold interval diagram.
5. The method for intelligent administration of consumable parts of an immunohistochemical kit according to claim 4, wherein the method for obtaining the expiration alarm threshold interval map further comprises:
more than two expiration alarm threshold intervals are arranged.
6. An intelligent management system for consumable parts of an immunohistochemical kit, characterized in that the intelligent management method for consumable parts of an immunohistochemical kit according to any one of claims 1 to 5 is adopted, and the management system further comprises:
the information acquisition module is used for acquiring storage layout information of the storage space;
the information processing module is used for combining all information of the reagent kit consumable materials to carry out storage planning;
the condition adding module is used for carrying out time sequence addition;
the early warning construction module is used for judging whether the consumable period of the kit exceeds the period;
and the communication feedback module is interactively connected with the early warning construction module and is used for carrying out alarm feedback.
7. An electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when the one or more programs are executed by the one or more processors, the one or more processors implement an immunohistochemical kit consumable intelligent management method as claimed in any one of claims 1 to 5.
8. A computer readable medium, wherein a computer program is stored thereon, wherein the program, when executed by a processor, implements an intelligent management method for consumable parts of an immunohistochemical kit according to any one of claims 1 to 5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310525918.7A CN116721745B (en) | 2023-05-11 | 2023-05-11 | Intelligent management method and system for consumable of immunohistochemical kit and electronic equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310525918.7A CN116721745B (en) | 2023-05-11 | 2023-05-11 | Intelligent management method and system for consumable of immunohistochemical kit and electronic equipment |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN116721745A CN116721745A (en) | 2023-09-08 |
| CN116721745B true CN116721745B (en) | 2024-03-19 |
Family
ID=87863880
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310525918.7A Active CN116721745B (en) | 2023-05-11 | 2023-05-11 | Intelligent management method and system for consumable of immunohistochemical kit and electronic equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN116721745B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118507003A (en) * | 2024-07-17 | 2024-08-16 | 九州通医疗器械集团有限公司 | Consumable management method based on image recognition |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108376278A (en) * | 2018-05-23 | 2018-08-07 | 江苏人先智能医疗有限公司 | A kind of consumptive material intelligent management system based on RFID technique |
| CN113496772A (en) * | 2020-04-07 | 2021-10-12 | 西安理邦科学仪器有限公司 | Management method of equipment consumables, server and readable storage medium |
| CN113791926A (en) * | 2021-09-18 | 2021-12-14 | 平安普惠企业管理有限公司 | Intelligent alarm analysis method, device, equipment and storage medium |
| CN114708954A (en) * | 2021-12-30 | 2022-07-05 | 仙居县人民医院 | Medical aseptic article validity period environmental supervision system |
| CN218752149U (en) * | 2022-07-13 | 2023-03-28 | 中国科学院大学宁波华美医院 | Automatic pushing and storing equipment capable of early warning medical articles |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8321302B2 (en) * | 2002-01-23 | 2012-11-27 | Sensormatic Electronics, LLC | Inventory management system |
-
2023
- 2023-05-11 CN CN202310525918.7A patent/CN116721745B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108376278A (en) * | 2018-05-23 | 2018-08-07 | 江苏人先智能医疗有限公司 | A kind of consumptive material intelligent management system based on RFID technique |
| CN113496772A (en) * | 2020-04-07 | 2021-10-12 | 西安理邦科学仪器有限公司 | Management method of equipment consumables, server and readable storage medium |
| CN113791926A (en) * | 2021-09-18 | 2021-12-14 | 平安普惠企业管理有限公司 | Intelligent alarm analysis method, device, equipment and storage medium |
| CN114708954A (en) * | 2021-12-30 | 2022-07-05 | 仙居县人民医院 | Medical aseptic article validity period environmental supervision system |
| CN218752149U (en) * | 2022-07-13 | 2023-03-28 | 中国科学院大学宁波华美医院 | Automatic pushing and storing equipment capable of early warning medical articles |
Non-Patent Citations (1)
| Title |
|---|
| 临床检验试剂耗材网络化管理系统的建立及应用;邱骏;顾国浩;牛健;宋文;高磊;汤培琴;杨勇;刘宗建;;临床检验杂志(第10期);全文 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN116721745A (en) | 2023-09-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109508580B (en) | Traffic signal lamp identification method and device | |
| CN108318043B (en) | Method, apparatus, and computer-readable storage medium for updating electronic map | |
| WO2019137196A1 (en) | Image annotation information processing method and device, server and system | |
| CN110764111B (en) | Conversion method, device, system and medium of radar coordinates and geodetic coordinates | |
| CN116721745B (en) | Intelligent management method and system for consumable of immunohistochemical kit and electronic equipment | |
| CN114494274A (en) | Building construction evaluation method, building construction evaluation device, electronic equipment and storage medium | |
| CN111242922A (en) | Protein image classification method, device, equipment and medium | |
| CN114254692B (en) | Multi-scale intelligent thunderstorm classifying and identifying method based on multi-source lightning data | |
| JP6828448B2 (en) | Information processing equipment, information processing systems, information processing methods, and information processing programs | |
| CN110097600B (en) | Method and device for identifying traffic sign | |
| KR20170022712A (en) | Automatic water quality analysis in aquaculture farming using color image processing techniques for manual test kit and remote monitoring system thereof | |
| CN116451545B (en) | Atmospheric environment salt fog concentration test simulation method, system and test device | |
| CN113177980A (en) | Target object speed determination method and device for automatic driving and electronic equipment | |
| CN115129796A (en) | Positioning data analysis method, apparatus, device and medium | |
| CN103324941B (en) | A kind of based on facing in-plant remote sensing classification patch border Accuracy Assessment | |
| CN115861162A (en) | Method, device and computer readable storage medium for positioning target area | |
| CN111062920B (en) | Method and device for generating semiconductor detection report | |
| CN107516014B (en) | Method for the metrological processing of qualitative and quantitative measurement data | |
| CN112710343A (en) | RT-based vehicle-mounted sensor performance test method | |
| EP4246398B1 (en) | Information processing system and information processing method | |
| US20230360200A1 (en) | Method for monitoring live cells | |
| EP4246398A1 (en) | Information processing system and information processing method | |
| CN111428608B (en) | Vehicle positioning method, device, computer equipment and storage medium | |
| CN113792787B (en) | Remote sensing big data processing method and system | |
| CN118411731B (en) | Intelligent meter reading method, device, equipment and storage medium based on multiple modes |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |