CN110797116A - Blood full-process management system and method based on block chain technology - Google Patents
Blood full-process management system and method based on block chain technology Download PDFInfo
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- 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device
- G06K17/0029—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device the arrangement being specially adapted for wireless interrogation of grouped or bundled articles tagged with wireless record carriers
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- G—PHYSICS
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- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06312—Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
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- 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
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- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
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- 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
- G06Q30/00—Commerce
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Abstract
The invention discloses a blood full-process management system and a blood full-process management method based on a block chain technology, wherein the blood full-process management system comprises a computer reading and writing end, a blood bag with a built-in RFID electronic tag and a block chain platform; the computer read-write end inputs the temperature, time, geography and other information of the blood donation-storage-transportation-use process and uploads the information to the block chain platform; a blood bag with a built-in RFID electronic tag corresponds to the unique blood donation ID, information of a blood donor and whole-flow data of blood are input through a computer reading and writing end, and the information and the whole-flow data are uploaded to a block chain platform; the block chain platform is connected with three main modules, namely a blood data evidence storage module, a blood intelligent allocation module and a blood credit evaluation module. The invention has the beneficial effects that: the RFID electronic tag is used for recording the whole blood donation-storage-transportation-use process information, and the whole blood donation-storage-transportation-use process information is uploaded to a block chain platform to serve as evidence for blood quality supervision and responsibility pursuit, so that the distributed management, intelligent allocation and effective supervision of blood information are realized, and the enthusiasm of a uncompensated blood donor can be improved.
Description
Technical Field
The invention belongs to the field of medical health management systems, and particularly relates to a blood full-flow management system and method based on a block chain technology.
Background
In recent years, blood monitoring has happened at times when there are inadequate events, such as: improper storage of blood, prolonged exposure to a normal temperature environment during transportation, and the like. Such phenomena can cause the loss of activity of effective components in blood, affect the safety of clinical blood, and particularly endanger acute and severe patients with blood transfusion requirements. The events also strike the enthusiasm of blood donation of people seriously, and further cause the phenomenon of blood shortage, which is contrary to the condition that the amount of clinical blood increases year by year.
On the other hand, blood resources are limited resources. Currently, there is no blood-dispensing system recognized by the industry for full-flow management of blood. The blood is only allocated purely by manpower, and the allocation of the blood is based on a blood transfusion request list of doctors, so that the blood cannot be allocated automatically and intelligently nearby according to the principle of preferentially salving critically ill patients according to different emergency degrees. Meanwhile, existing blood-dispensing systems are unable to perform a credit evaluation of a physician's transfusion request. Under such circumstances, blood cannot be preferentially applied to critically ill patients, and optimal use of blood resources is affected.
The above phenomena are directly related to the imperfection of the existing blood management system. Most of the existing blood management systems stay at the blood donation stage, the whole links of blood collection, storage, transportation and use cannot be traced and effectively monitored in the whole process, and blood problem events cannot be traced.
In order to solve the above problems, meet the blood consumption requirements of patients and maintain the health rights of people, a set of more optimized blood full-flow management system and method is urgently needed to trace and supervise the full-flow information of the whole process from collection, storage and transportation to use of blood in real time, intelligently allocate the blood, and perform credit evaluation on the blood consumption behavior of doctors to ensure the full-flow quality safety of the blood and the intelligent optimization of the blood use.
With the continuous advance of the innovation of the advanced medical and health system, the infrastructure of the medical service information and the data reading and writing capability of the various places are continuously enhanced. The blood stock department of blood collection and supply institutions in China generally uses a computer system to manage the storage and delivery of blood. Meanwhile, the block chain technology is applied to more and more fields due to the characteristics of distributed information storage, non-tampering, traceability, supervision and the like. If the block chain technology is combined with a computer system of the current blood institution, a set of blood full-process management system and method based on the block chain technology is formed, the problems of effective supervision and responsibility pursuit of the blood use full process can be effectively solved, intelligent allocation and mutual evaluation of the same can be realized, and the current blood management situation can be greatly improved.
Disclosure of Invention
Aiming at the problems of blood storage, blood transportation and blood allocation in the prior art, a blood full-process management system and a blood full-process management method based on a block chain technology are provided.
A blood full-flow management system based on a block chain technology is characterized by comprising an RFID electronic tag, a computer reading and writing end, a blood bag and a block chain platform;
the RFID electronic tag is arranged in the blood bag;
the computer read-write end inputs the temperature, humidity, time and place information sensed by the sensor into the RFID electronic tag and uploads the RFID electronic tag to the block chain platform;
the blood bag with the built-in RFID electronic tag corresponds to the unique blood donation ID, and the name (license number and serial number) of the affiliated blood station and the serial number information of the blood collection vehicle can be associated in advance through a computer reading and writing end;
the blood bag with the built-in RFID electronic tag can be used for instantly recording the basic information (name, sex and blood type) of a blood donor, the blood donation time and place, the blood bag temperature, the serial number of a blood transport vehicle, the time and route of the whole transportation process, the name (serial number) of a using mechanism, the name of an attending physician and the user information (name, sex, hospitalization number, diagnosis result, using time and using amount) through a computer reading and writing end;
the whole process information of 'donation-storage-transportation-use' of each bag of blood recorded by the RFID electronic tag can be uploaded to a block chain platform through a computer read-write end;
the block chain platform takes the Wei Ji Wei Na as a supervision node and takes the blood station, the hospital and the maternal and child health care station as information evidence storage nodes;
the block chain platform is connected with three main modules, including a blood data evidence storage module, a blood intelligent allocation module and a blood credit evaluation module;
the blood data evidence storing module is used for storing and verifying the full-process information of collection, storage, transportation and use of each bag of blood and adding a time stamp and a geographic stamp;
the blood intelligent allocation module is established on the basis of blood data and used for realizing blood intelligent allocation;
the blood use credit evaluation module is based on the blood use data and evaluates the blood use condition of the doctor according to the blood use data.
On the basis of the scheme, the blood data evidence storing module is used for storing the information of blood evidence and comprises the following steps: blood station information, blood collection vehicle information, blood donor information, blood donation time and place, blood bag number, blood transport vehicle number, information of the whole transportation process, using mechanism information, information of an attending physician and user information.
On the basis of the scheme, the blood intelligent allocation module is used for transferring the blood to different hospitals according to the scale of the inventory and each hospital, automatically allocating the blood according to different emergency degrees and the principle of preferentially salvaging critically ill patients and the nearby principle, and uploading the use information of the blood to the blood data evidence storage module.
On the basis of the scheme, the judgment of the emergency degree of the patient by the blood intelligent allocation module is judged according to the score, and the calculation formula is as follows:
Score=1*A1+5*A2+10*A3+int(t)*2；
wherein, when the emergency degree is general, A1=1, A2=0, A3= 0;
when the emergency degree is emergency, a1=0, a2=1, A3= 0;
the degree of emergency is particularly emergency, a1=0, a2=0, A3= 1;
t is the unit of waiting time in hours.
A blood full-process management method based on a block chain technology applies the blood full-process management system based on the block chain technology, and comprises the following specific steps:
step 1, blood Collection
Collecting basic information of each blood through a blood collection vehicle or a blood collection station, comprising: the blood station name and the license number thereof, the name of the blood donor, the blood type, the blood variety, the blood sampling date and time, the valid period and time, the blood bag number and the storage condition, and the information is input by a special blood sampler and uploaded to the blood data storage module in real time;
step 2, storing blood
When the blood is transferred to the blood station, the warehousing time, the transferring time, the responsible person, the failure time and the treatment measures of the blood are recorded in detail, and the storage temperature of the blood at the blood station is recorded through an RFID label;
step 3, blood transportation
When the blood is transported to a hospital from a blood station, recording the time when the blood enters the hospital, the person responsible for the blood and recording the storage temperature of the blood in the hospital through an RFID label;
step 4, blood application
A doctor in charge of a patient can send a blood use request after identity recognition through a computer reading and writing end, the request is recorded on a block chain platform, and the block chain platform transfers blood to corresponding patients according to a priority order according to a nearby supply principle and a principle of preferentially salvaging critical severe patients through a blood intelligent allocation module. And recording the usage of each blood on a blockchain platform, comprising: time of use, patient name, hospital number, attending physician, primary diagnostic result, etc.;
step 5, credit evaluation
And carrying out anonymous peer-to-peer mutual evaluation on the specific blood use case condition of the doctor, and uploading the data to a block chain platform.
The invention has the beneficial effects that:
the invention uses the RFID label to record the environmental temperature of the blood in the whole transportation and storage process, and uploads the environmental temperature to the block chain removing platform as the strong evidence of blood quality supervision;
the blood is allocated by a set of perfect blood intelligent allocation system, and the blood is timely delivered to the patient according to the principle of first aid to critically ill patients and the principle of near;
the blood credit evaluation system can continuously optimize the blood consumption behavior of doctors, and perform anonymous mutual evaluation on the blood consumption condition of the doctors so as to standardize the behavior of the doctors.
Drawings
FIG. 1 is a diagram of a blood full-flow management system based on block-chain technology;
FIG. 2 is a functional block diagram of a blood full-flow management system;
fig. 3 is a design schematic diagram of the new blood collection bag.
Detailed Description
The technical scheme of the invention is further explained by combining the attached drawings in the embodiment of the invention.
A blood full-flow management system based on a block chain technology is disclosed, as shown in figure 1, and the system takes an information distributed storage, non-tampering and traceable block chain platform as a bottom-layer framework, takes a Wei Ji committee as a supervision node, and takes a blood station, a hospital, a maternal and child health care station and the like as information evidence storage nodes.
As shown in fig. 2, the block chain platform of the system is connected with three main functional modules, including a blood data storage module, a blood intelligent allocation module and a blood credit evaluation module.
The RFID electronic tag is arranged in the blood bag and used for recording the temperature change in the whole blood flow time, collecting temperature data in real time and transmitting the data to the block chain platform through reading equipment.
The system will enable full flow administration of blood from "donation-storage-transport-use". Collecting basic information of each bag of blood by a blood collection vehicle or station, comprising: the system comprises a blood station name and a license number thereof, a name of a blood donor, a blood type, a blood variety, blood sampling date and time, an effective period and time, a blood bag number and storage conditions, and basic information is subjected to data entry by the blood sampler and is uploaded to a block chain platform in real time for storage.
As shown in fig. 3, the blood collection bag is internally provided with an RFID intelligent temperature tag to record temperature data in the whole process, and upload the temperature data to a block chain platform for storage. When the blood is transferred to a blood station or a hospital, the warehousing time, the transferring time, the person responsible, the failure time and the treatment measures of the blood are recorded in detail, and the storage temperature of the blood in different storage places is recorded through the RFID tag. A doctor in charge of a patient can send a blood use request after identification through an application end, the request transfers blood to a corresponding patient according to the principle (such as a near supply principle and a principle of preferentially salvaging critically ill patients) preset by a blood intelligent allocation module, and the use condition of each bag of blood is recorded on a block chain platform. The system is expected to incorporate the following block link points: blood stations, hospitals, health counselors, and the like.
The blood data storage module comprises a data source main body, a blood station, a blood collection vehicle, a blood donor, a using mechanism, an attending doctor and a user; the module is used for storing and certifying the whole flow information of collection, storage, transportation and use of each bag of blood, and comprises: blood station name (license number, serial number), blood collection vehicle number, donor basic information (name, sex, blood type, unique blood donation ID, etc.), blood donation time/place, blood bag number (including expiration date, built-in RFID sensor), blood transportation vehicle number and time/route/temperature of the whole transportation process, use organization name (serial number), name of attending physician, user information (name, sex, hospital number, diagnosis result, use time, use amount, etc.). The blood collection bag is internally provided with an RFID intelligent temperature tag and records temperature data in the whole process, and detailed information related to the whole process of 'collection-storage-transportation-use' of each bag of blood can be uploaded to a block chain bottom platform in real time and stored after being added with a timestamp and a geographical stamp. The information is linked up in real time, and inquiry operation can be carried out through the ID or the blood number of the blood donor, so that the right of awareness of the blood donor is guaranteed.
The blood intelligent allocation module is established on the basis of blood data and used for realizing blood intelligent allocation. The blood center transfers blood to different hospitals according to the inventory and the scale of each hospital according to the proportion. Simultaneously according to different emergency degree, according to the principle and the rule nearby of priority rescue critically ill patient, allot blood automatically to upload the service information of blood to blood data deposit evidence module.
The specific implementation mode is as follows: when a doctor makes a transfusion request, the urgency degree of the requirement is marked through a transfusion request sheet, and the degree is divided into three grades: general (a 1), emergency (a2), and special emergency (A3). The system will record the time (t) the blood demand request waits. Based on these two main factors (other factors may also be included as necessary), different degrees of urgency are given different weights, such as 10 points for special urgency; the emergency is 5 minutes; generally 1 point; the waiting time is increased by 2 minutes every 1 hour; according to the above rules, a total score (score) is calculated every 1 hour and blood is delivered to the patient in a ranked order of scores. The total score is calculated as follows:
Score=1*A1+5*A2+10*A3+int(t)*2；
wherein, if the degree of urgency is general, a1=1, a2=0, A3= 0; if the degree of urgency is urgent, a1=0, a2=1, A3= 0; if the degree of urgency is particularly urgent, a1=0, a2=0, A3= 1; the waiting time t is in hours, int (t) denotes rounding, and the score increases by 2 every hour. The weight coefficients are set to initial values according to expert advice, and parameters are optimized by analyzing the proportion of timely blood transfusion of critically ill patients.
The blood intelligent allocation also comprises a near supply principle, when a blood request occurs, the system preferentially identifies the blood in the hospital for use, and when the hospital does not have the blood meeting the conditions, the blood which is closest to the patient and meets the blood demand requirement is automatically searched for allocation.
And the blood credit evaluation module is based on the blood use data. The blood consumption condition of a doctor can be evaluated anonymously in the same line according to the blood use data, and the grading result is disclosed in a whole network; for the doctor with lower grade, the corresponding penalty measure is executed by the using organization, and for the using organization with lower grade, the corresponding penalty measure is executed by the superior department of charge. The credit score of the physician is published in a whole network, so as to regulate the behavior of the physician.
The specific implementation mode is as follows: the system firstly encrypts the transfusion request to protect the privacy of doctors and patients, and then sends the transfusion request to a plurality of doctors with the same professional chief and superior to each other for selection, such as: if you are the attending physician of this patient, you think that the urgency level of blood need for this patient is: general, emergency, and special emergency. And summarizing the data of the physicians in the same department, and if the data are consistent with the selection of most physicians, credit scoring is carried out on the physicians, and if the data are inconsistent, deduction is carried out according to the degree of inconsistency. To encourage physicians to participate in peer reviews, the physician's credit is also awarded an amount for each peer review.
The invention utilizes the block chain technology, can make the blood donation data public, transparent and credible, can trace the whole flow information of 'collection-storage-transportation-use' of each bag of blood, and can trace the blood problems; the blood can be automatically prepared nearby according to different emergency degrees and the principle of preferentially salving critically ill patients; and can carry on the anonymous mutual appraisal of the same party to the situation of blood of the doctor according to the blood use data; the invention improves the effective supervision of the use condition of the uncompensated blood donation.
The block chain technology is combined with a computer system of the current blood mechanism to form a set of blood full-process management system based on the block chain technology, and the system comprises a blood data storage module, a blood intelligent allocation module and a blood credit evaluation module.
The blood whole process management steps are as follows:
step 1, blood Collection
Collecting basic information of each blood through a blood collection vehicle or a blood collection station, comprising: the blood station name and the license number thereof, the name of the blood donor, the blood type, the blood variety, the blood sampling date and time, the valid period and time, the blood bag number and the storage condition, and the information is input by a special blood sampler and uploaded to the blood data storage module in real time.
Step 2, storing blood
When the blood is transferred to the blood station, the warehousing time, the transferring time, the responsible person, the failure time and the treatment measures of the blood are recorded in detail, and the storage temperature of the blood at the blood station is recorded through the RFID tag.
Step 3, blood transportation
When blood is transported from a blood station to a hospital, the time it enters the hospital is recorded, the person responsible is responsible, and the storage temperature of the blood at the hospital is recorded by the RFID tag.
Step 4, blood application
The doctor in charge of the patient can send a blood use request after identification through the application terminal, and the request is recorded on the block chain platform. The block chain platform transfers blood to corresponding patients according to a priority order according to a nearby supply principle and a principle of preferentially salvaging critically ill patients through a blood intelligent allocation module. And recording the usage of each blood on a blockchain platform, comprising: time of use, patient name, hospital number, attending physician, primary diagnostic result, etc.
Step 5, credit evaluation
In order to form a virtuous cycle of the blood donation management system and ensure the principle of priority rescue of critically ill patients, the system also comprises a doctor blood credit evaluation system which carries out anonymous concurrent evaluation on the blood consumption condition of doctors. For non-emergency patients, but physicians labeled with emergency requests, a penalty will be imposed on the credit score to normalize the medical blood behavior.
The invention has the advantages of public and transparent data and strong traceability, can effectively supervise the use condition of the uncompensated blood donation, and can be widely applied to the data management industry.
It will be appreciated that although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (5)
1. A blood full-flow management system based on a block chain technology is characterized by comprising an RFID electronic tag, a computer reading and writing end, a blood bag and a block chain platform;
the RFID electronic tag is arranged in the blood bag;
the computer read-write end inputs the temperature, humidity, time and place information sensed by the sensor into the RFID electronic tag and uploads the RFID electronic tag to the block chain platform;
the blood bag with the built-in RFID electronic tag corresponds to the unique blood donation ID, and the name of the affiliated blood station and the serial number information of the blood collection vehicle can be associated in advance through a computer reading and writing end;
the blood bag with the built-in RFID electronic tag can be used for instantly recording the basic information, the blood donation time and place, the blood bag temperature, the serial number of the blood transport vehicle, the time and route of the whole transportation process, the name of a using mechanism, the name of an attending physician and the information of a user of a blood donor through a computer reading and writing end;
the whole process information of 'donation-storage-transportation-use' of each bag of blood recorded by the RFID electronic tag can be uploaded to a block chain platform through a computer read-write end;
the block chain platform takes the Wei Ji Wei Na as a supervision node and takes the blood station, the hospital and the maternal and child health care station as information evidence storage nodes;
the block chain platform is connected with three main modules, including a blood data evidence storage module, a blood intelligent allocation module and a blood credit evaluation module;
the blood data evidence storing module is used for storing and verifying the full-process information of collection, storage, transportation and use of each bag of blood and adding a time stamp and a geographic stamp;
the blood intelligent allocation module is established on the basis of blood data and used for realizing blood intelligent allocation;
the blood use credit evaluation module is based on the blood use data and evaluates the blood use condition of the doctor according to the blood use data.
2. The system of claim 1, wherein the information for proving blood storage of the blood data storage module comprises: blood station information, blood collection vehicle information, blood donor information, blood donation time and place, blood bag number, blood transport vehicle number, information of the whole transportation process, using mechanism information, information of an attending physician and user information.
3. The blood full-process management system based on the block chain technology as claimed in claim 1, wherein the blood intelligent allocation module is used for proportionally storing the blood to different hospitals according to the inventory and the scale of each hospital, automatically allocating the blood according to different emergency degrees, the principle of preferentially rescuing critically ill patients and the principle of being nearby, and uploading the use information of the blood to the blood data storage module.
4. The system of claim 3, wherein the judgment of the urgency of the patient by the blood intelligent allocation module is judged according to the score thereof, and the formula is as follows:
Score=1*A1+5*A2+10*A3+int(t)*2；
wherein, when the emergency degree is general, A1=1, A2=0, A3= 0;
when the emergency degree is emergency, a1=0, a2=1, A3= 0;
the degree of emergency is particularly emergency, a1=0, a2=0, A3= 1;
t is the waiting time unit of hours.
5. A blood full-process management method based on the blockchain technology, which is characterized by applying the blood full-process management system based on the blockchain technology according to any one of claims 1 to 4, and comprises the following specific steps:
step 1, blood Collection
Collecting basic information of each blood through a blood collection vehicle or a blood collection station, comprising: the blood station name and the license number thereof, the name of the blood donor, the blood type, the blood variety, the blood sampling date and time, the valid period and time, the blood bag number and the storage condition, and the information is input by a special blood sampler and uploaded to the blood data storage module in real time;
step 2, storing blood
When the blood is transferred to the blood station, the warehousing time, the transferring time, the responsible person, the failure time and the treatment measures of the blood are recorded in detail, and the storage temperature of the blood at the blood station is recorded through an RFID label;
step 3, blood transportation
When the blood is transported to a hospital from a blood station, recording the time when the blood enters the hospital, the person responsible for the blood and recording the storage temperature of the blood in the hospital through an RFID label;
step 4, blood application
A doctor in charge of a patient can send a blood use request after identification through an application end, the request is recorded on a block chain platform, and the block chain platform transfers blood to corresponding patients according to a priority order through a blood intelligent allocation module according to a nearby supply principle and a principle of preferentially salvaging critical patients; and recording the usage of each blood on a blockchain platform, comprising: time of use, patient name, hospital number, attending physician, primary diagnosis;
step 5, credit evaluation
And carrying out anonymous peer-to-peer mutual evaluation on the specific blood use case condition of the doctor, and uploading the data to a block chain platform.
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| CN201911291534.3A CN110797116A (en) | 2019-12-16 | 2019-12-16 | Blood full-process management system and method based on block chain technology |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112185531A (en) * | 2020-09-29 | 2021-01-05 | 河南省药品评价中心 | Blood bag information processing method, device and equipment and computer readable storage medium |
| CN115995290A (en) * | 2023-03-22 | 2023-04-21 | 深圳市宝安区石岩人民医院 | Blood allocation intelligent tracking monitoring management system based on big data |
| CN116504374A (en) * | 2023-06-28 | 2023-07-28 | 山东泰宝信息科技集团有限公司 | Intelligent blood management system based on RFID |
-
2019
- 2019-12-16 CN CN201911291534.3A patent/CN110797116A/en active Pending
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112185531A (en) * | 2020-09-29 | 2021-01-05 | 河南省药品评价中心 | Blood bag information processing method, device and equipment and computer readable storage medium |
| CN115995290A (en) * | 2023-03-22 | 2023-04-21 | 深圳市宝安区石岩人民医院 | Blood allocation intelligent tracking monitoring management system based on big data |
| CN116504374A (en) * | 2023-06-28 | 2023-07-28 | 山东泰宝信息科技集团有限公司 | Intelligent blood management system based on RFID |
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