CN116864095A - Monitoring management system for anticoagulation data - Google Patents
Monitoring management system for anticoagulation data Download PDFInfo
- Publication number
- CN116864095A CN116864095A CN202311100448.6A CN202311100448A CN116864095A CN 116864095 A CN116864095 A CN 116864095A CN 202311100448 A CN202311100448 A CN 202311100448A CN 116864095 A CN116864095 A CN 116864095A
- Authority
- CN
- China
- Prior art keywords
- data
- anticoagulation
- real
- time
- stored
- 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.)
- Granted
Links
- 230000010100 anticoagulation Effects 0.000 title claims abstract description 310
- 238000012544 monitoring process Methods 0.000 title claims abstract description 52
- 238000012216 screening Methods 0.000 claims abstract description 42
- 238000000605 extraction Methods 0.000 claims description 57
- 238000007689 inspection Methods 0.000 claims description 22
- 239000000284 extract Substances 0.000 claims description 16
- 230000005540 biological transmission Effects 0.000 claims description 3
- 239000003146 anticoagulant agent Substances 0.000 claims 2
- 229940127219 anticoagulant drug Drugs 0.000 claims 2
- 238000007726 management method Methods 0.000 abstract description 56
- 238000013523 data management Methods 0.000 abstract description 6
- 238000004364 calculation method Methods 0.000 abstract description 3
- 230000000740 bleeding effect Effects 0.000 description 4
- 238000000034 method Methods 0.000 description 4
- 238000012986 modification Methods 0.000 description 4
- 230000004048 modification Effects 0.000 description 4
- 208000032843 Hemorrhage Diseases 0.000 description 3
- 238000005259 measurement Methods 0.000 description 3
- PGOHTUIFYSHAQG-LJSDBVFPSA-N (2S)-6-amino-2-[[(2S)-5-amino-2-[[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S)-4-amino-2-[[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S)-5-amino-2-[[(2S)-5-amino-2-[[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S,3R)-2-[[(2S)-5-amino-2-[[(2S)-2-[[(2S)-2-[[(2S,3R)-2-[[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S)-5-amino-2-[[(2S)-1-[(2S,3R)-2-[[(2S)-2-[[(2S)-2-[[(2R)-2-[[(2S)-2-[[(2S)-2-[[2-[[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S)-1-[(2S)-2-[[(2S)-2-[[(2S)-2-[[(2S)-2-amino-4-methylsulfanylbutanoyl]amino]-3-(1H-indol-3-yl)propanoyl]amino]-5-carbamimidamidopentanoyl]amino]propanoyl]pyrrolidine-2-carbonyl]amino]-3-methylbutanoyl]amino]-4-methylpentanoyl]amino]-4-methylpentanoyl]amino]acetyl]amino]-3-hydroxypropanoyl]amino]-4-methylpentanoyl]amino]-3-sulfanylpropanoyl]amino]-4-methylsulfanylbutanoyl]amino]-5-carbamimidamidopentanoyl]amino]-3-hydroxybutanoyl]pyrrolidine-2-carbonyl]amino]-5-oxopentanoyl]amino]-3-hydroxypropanoyl]amino]-3-hydroxypropanoyl]amino]-3-(1H-imidazol-5-yl)propanoyl]amino]-4-methylpentanoyl]amino]-3-hydroxybutanoyl]amino]-3-(1H-indol-3-yl)propanoyl]amino]-5-carbamimidamidopentanoyl]amino]-5-oxopentanoyl]amino]-3-hydroxybutanoyl]amino]-3-hydroxypropanoyl]amino]-3-carboxypropanoyl]amino]-3-hydroxypropanoyl]amino]-5-oxopentanoyl]amino]-5-oxopentanoyl]amino]-3-phenylpropanoyl]amino]-5-carbamimidamidopentanoyl]amino]-3-methylbutanoyl]amino]-4-methylpentanoyl]amino]-4-oxobutanoyl]amino]-5-carbamimidamidopentanoyl]amino]-3-(1H-indol-3-yl)propanoyl]amino]-4-carboxybutanoyl]amino]-5-oxopentanoyl]amino]hexanoic acid Chemical compound CSCC[C@H](N)C(=O)N[C@@H](Cc1c[nH]c2ccccc12)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](C)C(=O)N1CCC[C@H]1C(=O)N[C@@H](C(C)C)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CC(C)C)C(=O)NCC(=O)N[C@@H](CO)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CS)C(=O)N[C@@H](CCSC)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H]([C@@H](C)O)C(=O)N1CCC[C@H]1C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CO)C(=O)N[C@@H](CO)C(=O)N[C@@H](Cc1cnc[nH]1)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H]([C@@H](C)O)C(=O)N[C@@H](Cc1c[nH]c2ccccc12)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H]([C@@H](C)O)C(=O)N[C@@H](CO)C(=O)N[C@@H](CC(O)=O)C(=O)N[C@@H](CO)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](Cc1ccccc1)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](C(C)C)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](Cc1c[nH]c2ccccc12)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CCCCN)C(O)=O PGOHTUIFYSHAQG-LJSDBVFPSA-N 0.000 description 2
- 206010053567 Coagulopathies Diseases 0.000 description 2
- 108010049003 Fibrinogen Proteins 0.000 description 2
- 102000008946 Fibrinogen Human genes 0.000 description 2
- 108010094028 Prothrombin Proteins 0.000 description 2
- 102100027378 Prothrombin Human genes 0.000 description 2
- 108090000190 Thrombin Proteins 0.000 description 2
- 108010000499 Thromboplastin Proteins 0.000 description 2
- 102000002262 Thromboplastin Human genes 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 229940012952 fibrinogen Drugs 0.000 description 2
- 238000010606 normalization Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 229940039716 prothrombin Drugs 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 229960004072 thrombin Drugs 0.000 description 2
- 208000007536 Thrombosis Diseases 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 208000015294 blood coagulation disease Diseases 0.000 description 1
- 230000035602 clotting Effects 0.000 description 1
- 230000009852 coagulant defect Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000002950 deficient Effects 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 201000010099 disease Diseases 0.000 description 1
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 1
- 208000031169 hemorrhagic disease Diseases 0.000 description 1
- 230000002439 hemostatic effect Effects 0.000 description 1
- 238000004393 prognosis Methods 0.000 description 1
- 238000011002 quantification Methods 0.000 description 1
- 230000001502 supplementing effect Effects 0.000 description 1
- 238000011282 treatment Methods 0.000 description 1
- 239000002699 waste material Substances 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
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/901—Indexing; Data structures therefor; Storage structures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/903—Querying
- G06F16/9035—Filtering based on additional data, e.g. user or group profiles
Abstract
The invention relates to the technical field of medical data management, in particular to a monitoring management system for anticoagulation data, which comprises a monitoring unit, a receiving unit, a shared database, a management unit and a sharing unit. According to the invention, the anticoagulation examination data and anticoagulation data request shared by all clients are monitored or requested in real time, the corresponding keywords in the real-time anticoagulation examination data are replaced by the extracted keywords, so that the data screening of the received real-time anticoagulation examination data is realized, the unified screening of the anticoagulation examination data is ensured, the centralized storage of a shared database is convenient, meanwhile, the set management unit can accurately determine the storage area according to the matching condition of the real-time identity information and the calculation of the real-time integrity of the real-time anticoagulation examination data after the data screening, the storage pressure of the shared database is relieved while the integrity of all anticoagulation data is ensured, and the centralized efficient management of the anticoagulation data is realized.
Description
Technical Field
The invention relates to the technical field of medical data management, in particular to a monitoring and management system for anticoagulation data.
Background
The common anticoagulation examination items include plasma prothrombin time, international standardized ratio, activated partial thromboplastin time, thrombin time, fibrinogen quantification, platelet count and function measurement, bleeding time measurement, clotting time and the like; the method is mainly used for examining thrombotic diseases, the examination project is usually carried out before operation, and the examination of the project is mainly carried out before operation so as to know whether the hemostatic function of a patient is normal or not, so that the method can prevent major bleeding possibly occurring in the operation process; can clearly determine the cause of bleeding and coagulation disorder of patients, solves the problem that the bleeding stopping function of the patients is defective, and greatly helps the diagnosis, treatment and prognosis of diseases.
Chinese patent publication No.: CN110211652a, discloses a medical data management system; the management system of the medical data of the patients in different hospitals is established, so that the problems that the medical report is difficult to carry and easy to lose when the patients visit the doctor are solved, the waste of medical resources is reduced, and the operation efficiency among different departments in different hospitals is improved; therefore, in the prior art, due to the fact that the types of anticoagulation examination items are many, unified centralized data management on anticoagulation data of patients is difficult to achieve, so that corresponding anticoagulation data cannot be quickly determined before emergency operation, and meanwhile, sharing of the anticoagulation examination items is difficult to achieve due to the fact that the anticoagulation examination items are not unified.
Disclosure of Invention
Therefore, the invention provides a monitoring and management system for anticoagulation data, which is used for solving the problem that centralized monitoring and management cannot be realized due to the fact that anticoagulation data of all platforms are not uniform in inspection mode in the prior art.
To achieve the above object, the present invention provides a monitoring and management system for anticoagulation data, comprising,
the monitoring unit is connected with a plurality of external clients and used for monitoring and collecting real-time anticoagulation examination data generated by the clients, and the monitoring unit can also receive real-time anticoagulation data requests of the clients and send corresponding anticoagulation data to the clients generating the requests;
the receiving unit is connected with the monitoring unit and used for receiving the real-time anticoagulation examination data acquired by the monitoring unit and extracting real-time identity information in the real-time anticoagulation examination data, a keyword information base is arranged in the receiving unit, and the receiving unit can carry out data screening on the real-time anticoagulation examination data according to the keyword information base;
the shared database is used for storing a plurality of stored identity information and stored anticoagulation data corresponding to the stored identity information, any one of the stored anticoagulation data comprises a plurality of stored items, and a first storage area, a second storage area and a third storage area are arranged in the shared database;
The management unit is respectively connected with the receiving unit and the shared database, can match each stored identity information in the shared database according to the real-time identity information extracted by the receiving unit, calculates the real-time integrity of the real-time anticoagulation checking data after data screening if the shared database does not have a matching item of the real-time identity information, determines the storage area of the real-time anticoagulation checking data according to the set first preset integrity and the second preset integrity, or does not store the real-time anticoagulation checking data, and updates or stores the stored anticoagulation data matched with the real-time identity information according to the real-time anticoagulation checking data after data screening if the shared database has a matching item of the real-time identity information.
Further, the management unit can match the real-time identity information extracted by the receiving unit with each stored identity information stored in the shared database,
if the stored identity information in the shared database does not have the matching item of the real-time identity information, the receiving unit performs data screening on the real-time anticoagulation examination data according to the keyword information base, and determines whether to store the real-time anticoagulation examination data according to the data screening result;
If the stored identity information in the shared database has a matching item of the real-time identity information, the receiving unit performs data screening on the real-time anticoagulation check data according to the keyword information base, and updates or stores the stored anticoagulation data corresponding to the matched stored identity information according to the screening result.
Further, the keyword information base is arranged in the receiving unit, a plurality of extracted keywords are stored in the keyword information base, when the receiving unit performs data screening on the real-time anticoagulation examination data, the receiving unit respectively extracts real-time primary keywords in each examination data item in the real-time anticoagulation examination data, and compares any one real-time primary keyword with each extracted keyword in the keyword information base,
if the same item of the real-time primary keyword exists in each extracted keyword in the keyword information base, the receiving unit marks the check data item corresponding to the real-time primary keyword;
if the same item of the real-time primary keyword does not exist in each extracted keyword in the keyword information base, the receiving unit extracts the real-time secondary keyword from the check data item to determine whether to mark the check data item.
Further, the receiving unit is internally provided with standard extraction similarity, and can extract real-time secondary keywords in corresponding check data items when the same items of the real-time primary keywords do not exist in the extraction keywords, respectively calculate the real-time similarity between the real-time secondary keywords and the extraction keywords in the keyword information base, select the extraction keywords with the real-time similarity higher than the standard extraction similarity as candidate extraction keywords, judge the number of the candidate extraction keywords,
if the number of the alternative extraction keywords is smaller than one, the receiving unit judges that the examination data item does not accord with the storage standard of the shared database, the receiving unit does not mark the examination data item, and the examination data item is deleted in the real-time anticoagulation examination data;
if the number of the candidate extraction keywords is equal to one, the receiving unit marks the examination data item in the real-time anticoagulation examination data, and replaces the real-time secondary keywords in the examination data item with the matched candidate extraction keywords;
if the number of the candidate extraction keywords is greater than one, the receiving unit calculates the similarity between the real-time primary keywords extracted from the examination data item and each candidate extraction keyword, selects the candidate extraction keyword corresponding to the maximum similarity value from each similarity as the matched candidate extraction keyword, marks the examination data item in the real-time anticoagulation examination data, and replaces the real-time secondary keywords in the examination data item with the matched candidate extraction keywords.
Further, a first preset integrity and a second preset integrity are arranged in the management unit, the management unit is also internally provided with a standard anticoagulation examination item number, the management unit can acquire the marked examination data item number in the real-time anticoagulation examination data subjected to data screening by the receiving unit when the matching item of the real-time identity information does not exist in the stored identity information in the shared database, calculate the real-time data integrity according to the standard anticoagulation examination item number and the marked examination data item number, and judge the real-time data integrity according to the first preset integrity and the second preset integrity,
if the real-time data integrity is smaller than or equal to the first preset integrity, the management unit judges each examination data item in the real-time anticoagulation examination data to determine whether the real-time anticoagulation examination data is stored or not;
if the real-time data integrity is between the first preset integrity and the second preset integrity, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a second storage area of the shared database;
If the real-time data integrity is greater than or equal to the second preset integrity, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a first storage area of the shared database;
where fs=c1/Cb, fs is the real-time data integrity, C1 is the number of individual examination data items for which markers exist in the real-time anticoagulation examination data, cb is the number of standard anticoagulation examination items.
Further, a basic item set is also arranged in the management unit, the basic item set comprises a plurality of basic anticoagulation examination items, when the real-time data integrity of the real-time anticoagulation examination data is smaller than or equal to a first preset integrity, the management unit judges each examination data item in the real-time anticoagulation examination data according to the basic item set,
if any one or more basic anticoagulation examination items are absent in each examination data item of the real-time anticoagulation examination data, the management unit does not store the real-time anticoagulation examination data;
and if all the basic anticoagulation examination items are included in all the examination data items of the real-time anticoagulation examination data, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a third storage area of the shared database.
Further, when the matching items of the real-time identity information exist in the stored identity information in the shared database, the management unit matches each checking data item with the mark in the real-time anticoagulation checking data after data screening with each stored item of the stored anticoagulation data corresponding to the matched stored identity information,
if any one of the check data items is the same as one stored item in the stored anticoagulation data, the management unit stores and updates the stored item which is the same item in the stored anticoagulation data by using the check data item;
if any one of the examination data items and each stored item in the stored anticoagulation data are not the same item, the management unit determines the storage position of the stored anticoagulation data so as to determine whether to store the examination data item in the corresponding stored anticoagulation data.
Further, the management unit acquires the storage position of the stored anticoagulation data when the determined examination data item and each stored item in the stored anticoagulation data are not the same item,
if the stored anticoagulation data is stored in the first storage area of the shared database, the management unit does not store the check data item;
If the stored anticoagulation data is stored in the second storage area or the third storage area of the shared database, the management unit stores the check data item into the stored anticoagulation data, calculates the real-time data integrity of the stored anticoagulation data, and redetermines the storage area of the stored anticoagulation data according to the set first preset integrity and second preset integrity.
Further, the monitoring management system also comprises a sharing unit which is respectively connected with the sharing database and the monitoring unit, the sharing unit can acquire the real-time anticoagulation data request received by the monitoring unit, extract the real-time request identity information from the anticoagulation data request, and match the real-time request identity information with each stored identity information in the sharing database,
if the real-time request identity information does not exist in the shared database, the shared unit transmits a data missing prompt to the monitoring unit, and the monitoring unit sends the data missing prompt to a client side which generates a request;
if the real-time request identity information exists in the shared database, the sharing unit judges the storage area of the matched stored anticoagulation data so as to determine the sending mode of the anticoagulation data.
Further, a basic item set is arranged in the sharing unit, the basic item set comprises a plurality of basic anticoagulation examination items, when the sharing unit has real-time request identity information in the sharing database, the sharing unit obtains a storage area of matched stored anticoagulation data,
if the matched stored anticoagulation data is in the first storage area or the second storage area, the sharing unit directly extracts the stored anticoagulation data and transmits the data to the monitoring unit for transmission;
if the matched stored anticoagulation data is in the third storage area, the sharing unit extracts each stored item matched with each basic anticoagulation examination item from the stored anticoagulation data and transmits the extracted stored items to the monitoring unit.
Compared with the prior art, the method has the beneficial effects that the anticoagulation examination data and anticoagulation data requests shared by all clients are monitored or requested in real time through the monitoring units connected with a plurality of clients or medical platforms outside, meanwhile, the received real-time anticoagulation examination data is subjected to data screening according to the keyword information base through the receiving units, the corresponding keywords in the real-time anticoagulation examination data can be replaced by the extraction keywords, unified screening of the anticoagulation examination data is guaranteed, centralized storage of the shared database is facilitated, meanwhile, the set management unit can accurately determine the storage area of the real-time anticoagulation examination data or does not store the real-time anticoagulation examination data according to the matching condition of the real-time identity information and the calculation of the real-time integrity of the real-time anticoagulation examination data after the data screening, the data quantity storage pressure of the shared database is effectively relieved, and centralized efficient management of the anticoagulation data is realized.
Further, by matching the real-time identity information with each stored identity information stored in the shared database, whether the stored historical data exists in the real-time identity information is determined, if a matching item exists, the real-time identity information is indicated to have anticoagulation data in the shared database, so that timeliness and integrity of the data can be effectively improved by updating or storing the real-time anticoagulation check data after data screening, and if no matching item exists, the current shared database is indicated to have no anticoagulation data of the identity information, so that the integrity of the real-time anticoagulation check data after data screening is calculated to determine the storage area, the uniformity of the data is ensured, and centralized storage management is facilitated.
Furthermore, by setting a keyword information base in the receiving unit, each examination data item of the real-time anticoagulation examination data is marked by each extracted keyword in the keyword information base, and because anticoagulation examination can be divided into a plurality of examination modes, and each examination data item generated by each examination mode is different, anticoagulation data meeting the requirement of storage unification can be marked rapidly by comparing and marking each examination data item in real-time primary keywords.
In particular, when the same item of the real-time primary keyword does not exist in each extracted keyword, the standard extraction similarity is set, the normalization processing of the checked data item is carried out through extracting the real-time secondary keyword, each extracted keyword with the real-time similarity higher than the standard extraction similarity is selected as an alternative extracted keyword, whether the checked data item has a relatively similar corresponding target in a keyword information base or not is determined, the selected alternative extracted keyword replaces the real-time secondary keyword of the checked data item, the unification of stored anticoagulation data is further ensured, and centralized storage management is realized.
Further, the validity of the anticoagulation data can be represented by calculating the real-time data integrity of the real-time anticoagulation inspection data, when the real-time data integrity is smaller than or equal to a first preset integrity, the validity of the real-time anticoagulation inspection data is represented to be lower, so that whether all the real-time anticoagulation inspection data comprise basic items or not is judged to determine whether the real-time anticoagulation inspection data can be normally used, when the real-time data integrity is larger than or equal to a second preset integrity, the validity of the real-time anticoagulation inspection data is represented to be higher, the anticoagulation data meeting any conditions is used, and therefore the anticoagulation data is stored in a first storage area, and when the real-time data integrity is between the first preset integrity and the second preset integrity, the real-time anticoagulation inspection data can meet the use of general medical scenes, and therefore the real-time anticoagulation inspection data is directly stored in a second storage area, and centralized unified anticoagulation data management is carried out.
Further, by setting a basic item set, namely, item names of basic anticoagulation examination items, the types of the data items of all examination data items of the real-time anticoagulation examination data are judged, if all the examination data item types of the real-time anticoagulation examination data do not contain all the basic anticoagulation examination items, the basic examination of the real-time anticoagulation examination data is incomplete, so that the real-time anticoagulation examination data are not stored, and if all the examination data item types of the real-time anticoagulation examination data contain all the basic anticoagulation examination items, the basic examination of the real-time anticoagulation examination data is complete and available, so that the basic examination of the real-time anticoagulation examination data is stored in a third storage area, so that the basic examination data can be supplemented by the data collected later, and the basic data quantity of a shared database is improved.
Furthermore, because the data stored in the first storage area has higher validity, the anticoagulation data can meet any condition, the data of the stored items are only updated, the data of new items are not added, the storage stability of the shared database is ensured, and when the new items are added and updated in the stored anticoagulation data in the second storage area or the third storage area, the data can be updated, so that the real-time data integrity can be recalculated, and the storage area of the stored anticoagulation data can be determined according to the first preset integrity and the second preset integrity.
Further, since the complete basic examination items are uniformly stored in the third storage area, but other data are incomplete, the basic anticoagulation examination items are only provided, the misguidance of the data caused by the determination of the integrity of the other examination items is avoided, the other data are not transmitted, and other data items except the basic anticoagulation examination items are only used as the state to be supplemented.
Drawings
Fig. 1 is a schematic diagram of a monitoring and managing system for anticoagulation data according to the embodiment.
Detailed Description
In order that the objects and advantages of the invention will become more apparent, the invention will be further described with reference to the following examples; it should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
Preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are merely for explaining the technical principles of the present invention, and are not intended to limit the scope of the present invention.
It should be noted that, in the description of the present invention, terms such as "upper," "lower," "left," "right," "inner," "outer," and the like indicate directions or positional relationships based on the directions or positional relationships shown in the drawings, which are merely for convenience of description, and do not indicate or imply that the apparatus or elements must have a specific orientation, be constructed and operated in a specific orientation, and thus should not be construed as limiting the present invention.
Furthermore, it should be noted that, in the description of the present invention, unless explicitly specified and limited otherwise, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be either fixedly connected, detachably connected, or integrally connected, for example; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communication between two elements. The specific meaning of the above terms in the present invention can be understood by those skilled in the art according to the specific circumstances.
Referring to fig. 1, which is a schematic diagram of a monitoring and managing system for anticoagulation data according to the embodiment, the invention provides a monitoring and managing system for anticoagulation data, which comprises,
the monitoring unit is connected with a plurality of external clients and used for monitoring and collecting real-time anticoagulation examination data generated by the clients, and the monitoring unit can also receive real-time anticoagulation data requests of the clients and send corresponding anticoagulation data to the clients generating the requests;
the receiving unit is connected with the monitoring unit and used for receiving the real-time anticoagulation examination data acquired by the monitoring unit and extracting real-time identity information in the real-time anticoagulation examination data, a keyword information base is arranged in the receiving unit, and the receiving unit can carry out data screening on the real-time anticoagulation examination data according to the keyword information base;
The shared database is used for storing a plurality of stored identity information and stored anticoagulation data corresponding to the stored identity information, any one of the stored anticoagulation data comprises a plurality of stored items, and a first storage area, a second storage area and a third storage area are arranged in the shared database;
the management unit is respectively connected with the receiving unit and the shared database, can match each stored identity information in the shared database according to the real-time identity information extracted by the receiving unit, calculates the real-time integrity of the real-time anticoagulation checking data after data screening if the shared database does not have a matching item of the real-time identity information, determines the storage area of the real-time anticoagulation checking data according to the set first preset integrity and the second preset integrity, or does not store the real-time anticoagulation checking data, and updates or stores the stored anticoagulation data matched with the real-time identity information according to the real-time anticoagulation checking data after data screening if the shared database has a matching item of the real-time identity information.
The monitoring unit connected with a plurality of external clients or medical platforms is used for monitoring or requesting the anticoagulation examination data and anticoagulation data requests shared by the clients in real time, the receiving unit is used for carrying out data screening on the received real-time anticoagulation examination data according to the keyword information base, the corresponding keywords in the real-time anticoagulation examination data can be replaced by the extraction keywords, unified screening of the anticoagulation examination data is guaranteed, centralized storage of the shared database is facilitated, meanwhile, the set management unit can accurately determine the storage area of the real-time anticoagulation examination data or does not store the real-time anticoagulation examination data according to the matching condition of the real-time identity information and the calculation of the real-time integrity of the real-time anticoagulation examination data after data screening, the extraction of the keyword information is carried out while the integrity of the anticoagulation data is guaranteed, the data quantity storage pressure of the shared database is effectively relieved, and centralized efficient management of the anticoagulation data is realized.
In particular, the management unit can match the real-time identity information extracted by the receiving unit with each stored identity information stored in the shared database,
if the stored identity information in the shared database does not have the matching item of the real-time identity information, the receiving unit performs data screening on the real-time anticoagulation examination data according to the keyword information base, and determines whether to store the real-time anticoagulation examination data according to the data screening result;
if the stored identity information in the shared database has a matching item of the real-time identity information, the receiving unit performs data screening on the real-time anticoagulation check data according to the keyword information base, and updates or stores the stored anticoagulation data corresponding to the matched stored identity information according to the screening result.
By matching the real-time identity information with each stored identity information stored in the shared database, whether the real-time identity information has stored historical data is determined, if a matching item exists, the real-time identity information is indicated to have anticoagulation data in the shared database, so that the timeliness and the integrity of the data can be effectively improved by updating or storing the real-time anticoagulation check data after data screening, and if no matching item exists, the current shared database is indicated that the anticoagulation data of the identity information does not exist, so that the integrity of the real-time anticoagulation check data after data screening is calculated to determine the storage area of the data, the unification of the data is ensured, and the centralized storage management is convenient.
Specifically, the keyword information base is arranged in the receiving unit, a plurality of extracted keywords are stored in the keyword information base, when the receiving unit performs data screening on the real-time anticoagulation examination data, the receiving unit respectively extracts real-time primary keywords in each examination data item in the real-time anticoagulation examination data, and compares any one real-time primary keyword with each extracted keyword in the keyword information base,
if the same item of the real-time primary keyword exists in each extracted keyword in the keyword information base, the receiving unit marks the check data item corresponding to the real-time primary keyword;
if the same item of the real-time primary keyword does not exist in each extracted keyword in the keyword information base, the receiving unit extracts the real-time secondary keyword from the check data item to determine whether to mark the check data item.
By setting a keyword information base in the receiving unit, each examination data item of the real-time anticoagulation examination data is marked by each extracted keyword in the keyword information base, and because anticoagulation examination can be divided into a plurality of examination modes, and each examination data item generated by each examination mode is different, anticoagulation data meeting the requirement of storage unification can be marked rapidly by comparing and marking each examination data item by a real-time primary keyword.
Specifically, the receiving unit is provided with standard extraction similarity, and when the same item of the real-time primary keyword does not exist in each extraction keyword, the receiving unit can extract the real-time secondary keyword in the corresponding check data item, respectively calculate the real-time similarity between the real-time secondary keyword and each extraction keyword in the keyword information base, select each extraction keyword with the real-time similarity higher than the standard extraction similarity as an alternative extraction keyword, and judge the number of the alternative extraction keywords,
if the number of the alternative extraction keywords is smaller than one, the receiving unit judges that the examination data item does not accord with the storage standard of the shared database, the receiving unit does not mark the examination data item, and the examination data item is deleted in the real-time anticoagulation examination data;
if the number of the candidate extraction keywords is equal to one, the receiving unit marks the examination data item in the real-time anticoagulation examination data, and replaces the real-time secondary keywords in the examination data item with the matched candidate extraction keywords;
if the number of the candidate extraction keywords is greater than one, the receiving unit calculates the similarity between the real-time primary keywords extracted from the examination data item and each candidate extraction keyword, selects the candidate extraction keyword corresponding to the maximum similarity value from each similarity as the matched candidate extraction keyword, marks the examination data item in the real-time anticoagulation examination data, and replaces the real-time secondary keywords in the examination data item with the matched candidate extraction keywords.
By setting standard extraction similarity, when the same items of real-time primary keywords do not exist in all the extraction keywords, carrying out normalization processing on the examination data items by extracting real-time secondary keywords, selecting all the extraction keywords with real-time similarity higher than the standard extraction similarity as alternative extraction keywords, determining whether the examination data items have more similar corresponding targets in a keyword information base, replacing the real-time secondary keywords of the examination data items with the selected alternative extraction keywords, further guaranteeing the unification of stored anticoagulation data, and realizing centralized storage management, wherein the set standard extraction similarity is not lower than 92% in order to guarantee the accuracy of anticoagulation data storage;
in this embodiment, the extracted real-time primary keyword may be an inspection item or inspection content, for example, prothrombin time, activated partial thromboplastin time measurement, thrombin time, plasma fibrinogen, etc., the extracted real-time secondary keyword may be an inspection object, a reference value, an inspection value unit, etc., and if the selected real-time secondary keyword is an inspection value unit, the corresponding data should be converted under the same condition when the real-time secondary keyword is replaced.
Specifically, a first preset integrity and a second preset integrity are arranged in the management unit, the management unit is also internally provided with a standard anticoagulation examination item number, the management unit can acquire the marked examination data item number in the real-time anticoagulation examination data subjected to data screening by the receiving unit when the matching item of the real-time identity information does not exist in the stored identity information in the shared database, calculate the real-time data integrity according to the standard anticoagulation examination item number and the marked examination data item number, and judge the real-time data integrity according to the first preset integrity and the second preset integrity,
if the real-time data integrity is smaller than or equal to the first preset integrity, the management unit judges each examination data item in the real-time anticoagulation examination data to determine whether the real-time anticoagulation examination data is stored or not;
if the real-time data integrity is between the first preset integrity and the second preset integrity, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a second storage area of the shared database;
If the real-time data integrity is greater than or equal to the second preset integrity, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a first storage area of the shared database;
where fs=c1/Cb, fs is the real-time data integrity, C1 is the number of individual examination data items for which markers exist in the real-time anticoagulation examination data, cb is the number of standard anticoagulation examination items.
The validity of the anticoagulation data can be represented by calculating the real-time data integrity of the real-time anticoagulation inspection data, when the real-time data integrity is smaller than or equal to a first preset integrity, the validity of the real-time anticoagulation inspection data is lower, so that whether the real-time anticoagulation inspection data completely comprises basic items or not is judged to determine whether the real-time anticoagulation inspection data can be normally used, when the real-time data integrity is larger than or equal to a second preset integrity, the validity of the real-time anticoagulation inspection data is higher, the anticoagulation data meeting any conditions is used, the anticoagulation data is stored in a first storage area, when the real-time data integrity is between the first preset integrity and the second preset integrity, the real-time anticoagulation inspection data can meet the use of general medical scenes, and therefore the real-time anticoagulation inspection data is directly stored in a second storage area, and centralized unified anticoagulation data management is carried out.
In this embodiment, the first preset integrity setting is not less than 85%, the second preset integrity setting is not less than 96%, and meanwhile, the integrity thresholds of the respective types can be set according to the type of the specific inspection data item, so that the validity or applicability of the anticoagulation data can be represented.
Specifically, a basic item set is also arranged in the management unit, the basic item set comprises a plurality of basic anticoagulation examination items, when the real-time data integrity of the real-time anticoagulation examination data is smaller than or equal to a first preset integrity, the management unit judges each examination data item in the real-time anticoagulation examination data according to the basic item set,
if any one or more basic anticoagulation examination items are absent in each examination data item of the real-time anticoagulation examination data, the management unit does not store the real-time anticoagulation examination data;
and if all the basic anticoagulation examination items are included in all the examination data items of the real-time anticoagulation examination data, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a third storage area of the shared database.
By setting a basic item set, namely item names of basic anticoagulation examination items, the types of all data items of all examination data items of real-time anticoagulation examination data are judged, if all examination data item types of the real-time anticoagulation examination data do not contain all basic anticoagulation examination items, the basic examination of the real-time anticoagulation examination data is incomplete, so that the real-time anticoagulation examination data are not stored, and if all examination data item types of the real-time anticoagulation examination data contain all basic anticoagulation examination items, the basic examination of the real-time anticoagulation examination data is completely available, so that the basic examination of the real-time anticoagulation examination data is stored in a third storage area, and the basic data quantity of a shared database can be improved by supplementing the subsequently acquired data.
Specifically, when the matching items of the real-time identity information exist in the stored identity information in the shared database, the management unit matches each checking data item with the mark in the real-time anticoagulation checking data after data screening with each stored item of the stored anticoagulation data corresponding to the matched stored identity information,
if any one of the check data items is the same as one stored item in the stored anticoagulation data, the management unit stores and updates the stored item which is the same item in the stored anticoagulation data by using the check data item;
if any one of the examination data items and each stored item in the stored anticoagulation data are not the same item, the management unit determines the storage position of the stored anticoagulation data so as to determine whether to store the examination data item in the corresponding stored anticoagulation data.
Specifically, the management unit acquires the storage position of the stored anticoagulation data when the determined examination data item and each stored item in the stored anticoagulation data are not the same item,
if the stored anticoagulation data is stored in the first storage area of the shared database, the management unit does not store the check data item;
If the stored anticoagulation data is stored in the second storage area or the third storage area of the shared database, the management unit stores the check data item into the stored anticoagulation data, calculates the real-time data integrity of the stored anticoagulation data, and redetermines the storage area of the stored anticoagulation data according to the set first preset integrity and second preset integrity.
Because the data stored in the first storage area has higher validity, the anticoagulation data can meet the use of any condition, therefore, the data update is only carried out on the stored items, the data addition of new items is not carried out, the storage stability of the shared database is ensured, when the stored anticoagulation data in the second storage area or the third storage area is added and updated, the data is indicated to be supplemented, thus, the real-time data integrity can be recalculated, and the storage area of the stored anticoagulation data can be determined according to the first preset integrity and the second preset integrity.
Specifically, the monitoring management system also comprises a sharing unit which is respectively connected with the sharing database and the monitoring unit, the sharing unit can acquire the real-time anticoagulation data request received by the monitoring unit, extract real-time request identity information from the anticoagulation data request, match the real-time request identity information with each stored identity information in the sharing database,
If the real-time request identity information does not exist in the shared database, the shared unit transmits a data missing prompt to the monitoring unit, and the monitoring unit sends the data missing prompt to a client side which generates a request;
if the real-time request identity information exists in the shared database, the sharing unit judges the storage area of the matched stored anticoagulation data so as to determine the sending mode of the anticoagulation data.
Specifically, a basic item set is arranged in the sharing unit, the basic item set comprises a plurality of basic anticoagulation examination items, when the sharing unit has real-time request identity information in the sharing database, the sharing unit obtains a storage area of matched stored anticoagulation data,
if the matched stored anticoagulation data is in the first storage area or the second storage area, the sharing unit directly extracts the stored anticoagulation data and transmits the data to the monitoring unit for transmission;
if the matched stored anticoagulation data is in the third storage area, the sharing unit extracts each stored item matched with each basic anticoagulation examination item from the stored anticoagulation data and transmits the extracted stored items to the monitoring unit.
Because the third storage area stores the stored anticoagulation data with complete basic examination items, but the other data are not complete, each basic anticoagulation examination item is only provided, the misguidance of the data caused by the determination of the integrity of other examination items is avoided, other data are not transmitted, and other data items except for each basic anticoagulation examination item are only used as the state to be supplemented.
Thus far, the technical solution of the present invention has been described in connection with the preferred embodiments shown in the drawings, but it is easily understood by those skilled in the art that the scope of protection of the present invention is not limited to these specific embodiments. Equivalent modifications and substitutions for related technical features may be made by those skilled in the art without departing from the principles of the present invention, and such modifications and substitutions will be within the scope of the present invention.
The foregoing description is only of the preferred embodiments of the invention and is not intended to limit the invention; various modifications and variations of the present invention will be apparent to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A monitoring and management system for anticoagulation data, which is characterized by comprising,
the monitoring unit is connected with a plurality of external clients and used for monitoring and collecting real-time anticoagulation examination data generated by the clients, and the monitoring unit can also receive real-time anticoagulation data requests of the clients and send corresponding anticoagulation data to the clients generating the requests;
the receiving unit is connected with the monitoring unit and used for receiving the real-time anticoagulation examination data acquired by the monitoring unit and extracting real-time identity information in the real-time anticoagulation examination data, a keyword information base is arranged in the receiving unit, and the receiving unit can carry out data screening on the real-time anticoagulation examination data according to the keyword information base;
the shared database is used for storing a plurality of stored identity information and stored anticoagulation data corresponding to the stored identity information, any one of the stored anticoagulation data comprises a plurality of stored items, and a first storage area, a second storage area and a third storage area are arranged in the shared database;
the management unit is respectively connected with the receiving unit and the shared database, can match each stored identity information in the shared database according to the real-time identity information extracted by the receiving unit, calculates the real-time integrity of the real-time anticoagulation checking data after data screening if the shared database does not have a matching item of the real-time identity information, determines the storage area of the real-time anticoagulation checking data according to the set first preset integrity and the second preset integrity, or does not store the real-time anticoagulation checking data, and updates or stores the stored anticoagulation data matched with the real-time identity information according to the real-time anticoagulation checking data after data screening if the shared database has a matching item of the real-time identity information.
2. The system according to claim 1, wherein the management unit is capable of matching the real-time identity information extracted by the receiving unit with each stored identity information stored in the shared database,
if the stored identity information in the shared database does not have the matching item of the real-time identity information, the receiving unit performs data screening on the real-time anticoagulation examination data according to the keyword information base, and determines whether to store the real-time anticoagulation examination data according to the data screening result;
if the stored identity information in the shared database has a matching item of the real-time identity information, the receiving unit performs data screening on the real-time anticoagulation check data according to the keyword information base, and updates or stores the stored anticoagulation data corresponding to the matched stored identity information according to the screening result.
3. The system for monitoring and managing anticoagulation data according to claim 2, wherein the keyword information base is provided in the receiving unit, wherein a plurality of extracted keywords are stored in the keyword information base, the receiving unit extracts real-time primary keywords from each examination data item in the real-time anticoagulation examination data respectively when data screening is performed on the real-time anticoagulation examination data, and compares any one of the real-time primary keywords with each extracted keyword in the keyword information base,
If the same item of the real-time primary keyword exists in each extracted keyword in the keyword information base, the receiving unit marks the check data item corresponding to the real-time primary keyword;
if the same item of the real-time primary keyword does not exist in each extracted keyword in the keyword information base, the receiving unit extracts the real-time secondary keyword from the check data item to determine whether to mark the check data item.
4. The monitoring and management system for anticoagulation data according to claim 3, wherein the receiving unit is provided with standard extraction similarity, and the receiving unit is capable of extracting real-time secondary keywords in corresponding inspection data items when the same item of real-time primary keywords does not exist in each extraction keyword, respectively calculating real-time similarity between the real-time secondary keywords and each extraction keyword in the keyword information base, selecting each extraction keyword with real-time similarity higher than the standard extraction similarity as an alternative extraction keyword, and determining the number of the alternative extraction keywords,
if the number of the alternative extraction keywords is smaller than one, the receiving unit judges that the examination data item does not accord with the storage standard of the shared database, the receiving unit does not mark the examination data item, and the examination data item is deleted in the real-time anticoagulation examination data;
If the number of the candidate extraction keywords is equal to one, the receiving unit marks the examination data item in the real-time anticoagulation examination data, and replaces the real-time secondary keywords in the examination data item with the matched candidate extraction keywords;
if the number of the candidate extraction keywords is greater than one, the receiving unit calculates the similarity between the real-time primary keywords extracted from the examination data item and each candidate extraction keyword, selects the candidate extraction keyword corresponding to the maximum similarity value from each similarity as the matched candidate extraction keyword, marks the examination data item in the real-time anticoagulation examination data, and replaces the real-time secondary keywords in the examination data item with the matched candidate extraction keywords.
5. The system of claim 4, wherein the management unit is provided with a first preset integrity and a second preset integrity, the management unit is further provided with a standard anticoagulation check item number, the management unit is capable of obtaining the number of check data items with marks in the real-time anticoagulation check data after the data screening by the receiving unit when the matching item of the real-time identity information does not exist in the stored identity information in the shared database, calculating the real-time data integrity according to the standard anticoagulation check item number and the number of check data items with marks, and determining the real-time data integrity according to the first preset integrity and the second preset integrity,
If the real-time data integrity is smaller than or equal to the first preset integrity, the management unit judges each examination data item in the real-time anticoagulation examination data to determine whether the real-time anticoagulation examination data is stored or not;
if the real-time data integrity is between the first preset integrity and the second preset integrity, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a second storage area of the shared database;
if the real-time data integrity is greater than or equal to the second preset integrity, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a first storage area of the shared database;
where fs=c1/Cb, fs is the real-time data integrity, C1 is the number of individual examination data items for which markers exist in the real-time anticoagulation examination data, cb is the number of standard anticoagulation examination items.
6. The system according to claim 5, wherein the management unit is further provided with a basic item set, the basic item set includes a plurality of basic anticoagulation examination items, and when the real-time data integrity of the real-time anticoagulation examination data is less than or equal to a first preset integrity, the management unit determines each examination data item in the real-time anticoagulation examination data according to the basic item set,
If any one or more basic anticoagulation examination items are absent in each examination data item of the real-time anticoagulation examination data, the management unit does not store the real-time anticoagulation examination data;
and if all the basic anticoagulation examination items are included in all the examination data items of the real-time anticoagulation examination data, the management unit stores the real-time anticoagulation examination data and the corresponding real-time identity information into a third storage area of the shared database.
7. The system according to claim 6, wherein the management unit matches each item of the real-time anticoagulation test data having the tag with each item of the stored anticoagulation data corresponding to the matched stored identity information when the matching item of the real-time identity information exists in each stored identity information in the shared database,
if any one of the check data items is the same as one stored item in the stored anticoagulation data, the management unit stores and updates the stored item which is the same item in the stored anticoagulation data by using the check data item;
if any one of the examination data items and each stored item in the stored anticoagulation data are not the same item, the management unit determines the storage position of the stored anticoagulation data so as to determine whether to store the examination data item in the corresponding stored anticoagulation data.
8. The system according to claim 7, wherein the management unit acquires the storage location of the stored anticoagulation data when the determined examination data item and each stored item in the stored anticoagulation data item are not identical items,
if the stored anticoagulation data is stored in the first storage area of the shared database, the management unit does not store the check data item;
if the stored anticoagulation data is stored in the second storage area or the third storage area of the shared database, the management unit stores the check data item into the stored anticoagulation data, calculates the real-time data integrity of the stored anticoagulation data, and redetermines the storage area of the stored anticoagulation data according to the set first preset integrity and second preset integrity.
9. The system according to claim 1, further comprising a sharing unit connected to the sharing database and the monitoring unit, respectively, the sharing unit being capable of acquiring real-time anticoagulant data requests received by the monitoring unit, extracting real-time request identity information from the anticoagulant data requests, and matching the real-time request identity information with each stored identity information in the sharing database,
If the real-time request identity information does not exist in the shared database, the shared unit transmits a data missing prompt to the monitoring unit, and the monitoring unit sends the data missing prompt to a client side which generates a request;
if the real-time request identity information exists in the shared database, the sharing unit judges the storage area of the matched stored anticoagulation data so as to determine the sending mode of the anticoagulation data.
10. The system according to claim 9, wherein a basic item set is provided in the sharing unit, the basic item set includes a plurality of basic anticoagulation check items, the sharing unit obtains a storage area of the matched stored anticoagulation data when the sharing database has real-time request identity information,
if the matched stored anticoagulation data is in the first storage area or the second storage area, the sharing unit directly extracts the stored anticoagulation data and transmits the data to the monitoring unit for transmission;
if the matched stored anticoagulation data is in the third storage area, the sharing unit extracts each stored item matched with each basic anticoagulation examination item from the stored anticoagulation data and transmits the extracted stored items to the monitoring unit.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311100448.6A CN116864095B (en) | 2023-08-30 | 2023-08-30 | Monitoring management system for anticoagulation data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311100448.6A CN116864095B (en) | 2023-08-30 | 2023-08-30 | Monitoring management system for anticoagulation data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN116864095A true CN116864095A (en) | 2023-10-10 |
| CN116864095B CN116864095B (en) | 2023-12-29 |
Family
ID=88228878
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311100448.6A Active CN116864095B (en) | 2023-08-30 | 2023-08-30 | Monitoring management system for anticoagulation data |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN116864095B (en) |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101809577A (en) * | 2007-07-23 | 2010-08-18 | Fio公司 | A method and system for collating, storing, analyzing and enabling access to collected and analyzed data associated with biological and environmental test subjects |
| US20120215561A1 (en) * | 2011-01-31 | 2012-08-23 | Yuekang HealthCare Management Consultants, Inc. | Online integrating system for anamnesis |
| JP2014120094A (en) * | 2012-12-19 | 2014-06-30 | Toshiba Corp | Medical information retrieval system and medical information retrieval device |
| CN109949885A (en) * | 2019-03-12 | 2019-06-28 | 重庆医事通科技发展有限公司 | A kind of tele-medicine file data optimizing polymerization system and optimum management method |
| KR102004135B1 (en) * | 2018-10-18 | 2019-10-01 | 이성윤 | Method for providing quality control automation service using hub terminal between medical appliance and middleware in hospital |
| CN113948172A (en) * | 2021-10-18 | 2022-01-18 | 杭州融御科技有限公司 | Inspection result sharing mutual recognition system |
| CN115497631A (en) * | 2022-09-14 | 2022-12-20 | 上海市第六人民医院 | Clinical scientific research big data analysis system |
-
2023
- 2023-08-30 CN CN202311100448.6A patent/CN116864095B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101809577A (en) * | 2007-07-23 | 2010-08-18 | Fio公司 | A method and system for collating, storing, analyzing and enabling access to collected and analyzed data associated with biological and environmental test subjects |
| US20120215561A1 (en) * | 2011-01-31 | 2012-08-23 | Yuekang HealthCare Management Consultants, Inc. | Online integrating system for anamnesis |
| JP2014120094A (en) * | 2012-12-19 | 2014-06-30 | Toshiba Corp | Medical information retrieval system and medical information retrieval device |
| KR102004135B1 (en) * | 2018-10-18 | 2019-10-01 | 이성윤 | Method for providing quality control automation service using hub terminal between medical appliance and middleware in hospital |
| CN109949885A (en) * | 2019-03-12 | 2019-06-28 | 重庆医事通科技发展有限公司 | A kind of tele-medicine file data optimizing polymerization system and optimum management method |
| CN113948172A (en) * | 2021-10-18 | 2022-01-18 | 杭州融御科技有限公司 | Inspection result sharing mutual recognition system |
| CN115497631A (en) * | 2022-09-14 | 2022-12-20 | 上海市第六人民医院 | Clinical scientific research big data analysis system |
Also Published As
| Publication number | Publication date |
|---|---|
| CN116864095B (en) | 2023-12-29 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US6006206A (en) | Data health monitor for financial information communications networks | |
| Graff et al. | Predicting hypocalcemia after total thyroidectomy: parathyroid hormone level vs. serial calcium levels. | |
| CN111831514A (en) | Equipment monitoring method, device, equipment and storage medium | |
| US20090313505A1 (en) | System and method for detecting combinations of perfomance indicators associated with a root cause | |
| WO2018214928A1 (en) | Method and apparatus for locating resolution fault, computer readable storage medium thereof, and computer device | |
| CN116864095B (en) | Monitoring management system for anticoagulation data | |
| CN111049882B (en) | Cache state processing system, method, device and computer readable storage medium | |
| CN110275992B (en) | Emergency processing method, device, server and computer readable storage medium | |
| CN110888776A (en) | Database health state detection method, device and equipment | |
| CN111739619A (en) | Medical resource sharing method and device and readable storage medium | |
| CN109727036B (en) | Transaction processing method and device | |
| US20020188475A1 (en) | Method and computer readable medium for merging studies | |
| CN110689246A (en) | Medical equipment maintenance management method and device, computer equipment and storage medium | |
| CN111752217B (en) | Method and device for determining machine tool identification code, electronic equipment and storage medium | |
| CN112600715B (en) | Distribution network operation analysis method and device, storage medium and electronic device | |
| CN101706848A (en) | Method and equipment for processing sample information | |
| CN113419885A (en) | Data integrity processing method and device and electronic equipment | |
| CN113808715A (en) | Outpatient service closed-loop information processing method | |
| CN116936059B (en) | Intelligent auditing system and method for preoperative multidisciplinary discussion | |
| CN113553395A (en) | Information method, device, equipment and storage medium combining RPA and AI | |
| CN114389939B (en) | Method and device for calculating switching reason and state based on random alarm signal | |
| CN110716726A (en) | Client updating method and device, electronic equipment and computer readable storage medium | |
| CN111261244A (en) | Sample information acquisition and storage system and method | |
| Christoforou et al. | MRI Condition Monitoring with Explainable AI and Feature Selection | |
| CN110706778B (en) | Intelligent point location management system assisting in medical puncture |
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 |