CN114255840B - Intelligent data processing system based on clinical research data - Google Patents
Intelligent data processing system based on clinical research data Download PDFInfo
- Publication number
- CN114255840B CN114255840B CN202210174119.5A CN202210174119A CN114255840B CN 114255840 B CN114255840 B CN 114255840B CN 202210174119 A CN202210174119 A CN 202210174119A CN 114255840 B CN114255840 B CN 114255840B
- Authority
- CN
- China
- Prior art keywords
- standard
- template
- information
- electronic medical
- sequence
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
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
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/186—Templates
Abstract
The invention relates to an intelligent data processing system based on clinical research data, which comprises a receiving module, a central control module and a data processing module, wherein the receiving module is used for receiving the nth electronic medical record of an nth medical terminal; the extraction module is internally provided with standard templates in advance, and sequences the medical terminals according to the number of the templates to form a terminal sequence; the selection module is used for selecting the template of the electronic medical record used by the first terminal in the terminal sequence as a standard template; the conversion module is used for converting the extracted other templates into standard templates; and the acquisition module acquires the information in the electronic medical record set after all the electronic medical records are converted into the standard template. The information in the electronic medical record of the non-standard template is extracted and converted into the standard template, so that the utilization efficiency of the information in the electronic medical record is improved.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to an intelligent data processing system based on clinical research data.
Background
Clinical research has become the core driving force for modern medical development as an important way to explore disease mechanisms, expand medical cognition and promote medical innovation. In recent years, with the development and perfection of medical informatization and electronic medical record application, clinical research enters a new stage of big data and real world research. The collection and management of clinical data is the core foundation for the development of clinical research, and acquisition, sharing and analysis of clinical data and effective utilization are all worn regardless of epidemiological investigation, disease mechanism research, research and development of new drugs and clinical efficacy research. The development of clinical research on real-world data with electronic medical record data as a core has become a hot spot of modern medical research.
However, the structures of the electronic medical record data generated by different medical institutions are different, and the factors considered when each medical institution designs its own electronic medical record structure are different, so that information cannot be extracted according to a uniform format, and there is a problem in using the data in the electronic medical record, which reduces the use efficiency of the electronic medical record data.
Disclosure of Invention
Therefore, the invention provides an intelligent data processing system based on clinical research data, which can solve the technical problem of low utilization efficiency of electronic medical records in the existing medical institution.
To achieve the above object, the present invention provides an intelligent data processing system based on clinical research data, comprising: the receiving module is used for receiving an nth electronic medical record of an nth medical terminal, wherein the nth electronic medical record adopts an nth template, the ith electronic medical record is an electronic medical record generated by an ith medical terminal in the nth medical terminal, and the ith electronic medical record and the (i + 1) th electronic medical record adopt different templates;
the central control module is respectively connected with the n medical terminals and used for receiving the electronic medical records of any medical terminal;
the extraction module is internally provided with a standard template in advance, detects the number of the templates of the electronic medical records in the n medical terminals, and sorts the medical terminals according to the number of the templates to form a terminal sequence, wherein the sorting mode adopts a sequence from more to less;
the selection module is used for selecting the template of the electronic medical record used by the first terminal in the terminal sequence as a standard template;
the conversion module is used for converting the extracted other templates into standard templates;
and the acquisition module acquires the information in the electronic medical record set after all the electronic medical records are converted into the standard template.
Further, when the electronic medical record duration of any medical terminal is received, a starting unit is arranged in the central control module and used for completing the receiving of the electronic medical record after the starting unit is activated before the medical terminal sends the electronic medical record to the central control module according to the request information of the central control module.
Further, a time monitoring unit is arranged in the central control module, is connected with the starting unit and is used for monitoring the working time of the starting unit, a standard time is also arranged in the central control module, if the working time of the starting unit is more than or equal to the standard time T0, the transmission time of the electronic medical record is too long, and the standard time is adjusted in the next transmission period;
if the working time length of the starting unit is less than the standard time length T0, the current standard time length is maintained and applied to the next transmission period.
Further, a first coefficient k1, a second coefficient k2 and a third coefficient k3 are preset in the central control module, and the first coefficient k1, the second coefficient k2 or the third coefficient k3 are selected according to the difference between the working time length of the starting unit and the standard time length.
Further, when the first coefficient k1, the second coefficient k2 or the third coefficient k3 is selected according to the difference value between the working time length of the starting unit and the standard time length, if the working time length of the starting unit is more than or equal to T0 in the 2 xT 0, the first coefficient k1 is selected to adjust the standard time length;
if the working time length of the 5 XT 0> starting unit is not less than 2 XT 0, selecting a second coefficient k2 to adjust the standard time length;
if the working time length of the starting unit is more than or equal to 5 multiplied by T0, a third coefficient k3 is selected to adjust the standard time length.
Further, the first standard time length after the first coefficient k1 is selected to adjust the standard time length is T10= T0 × (1 + k 1);
selecting the second standard time length after the second coefficient k2 adjusts the standard time length to be T20= T0 × (1 + k 2);
the third standard duration after the adjustment of the standard duration by the third coefficient k3 is selected to be T30= T0 × (1 + k 3).
Further, when the medical terminals are sequenced according to the number of the templates to form a terminal sequence, the extraction module is provided with a storage unit, the storage unit is provided with a first sequence area, a second sequence area, a third sequence area and an nth sequence area, n is more than or equal to 4, the first sequence area is used for storing the electronic medical record of the first template, the second sequence area is used for storing the electronic medical record of the second template, the third sequence area is used for storing the medical record of the third template, and the nth sequence area is used for storing the medical record of the nth template;
the storage capacities of the first sequence area, the second sequence area, the third sequence area and the nth sequence area are the same, and if the actual storage occupation ratio of the first sequence area is larger than that of the second sequence area, the third sequence area and the nth sequence area, the first template is selected as a standard template;
if the actual storage occupation ratio of the second sequence area is larger than that of the first sequence area, the third sequence area and the nth sequence area, selecting a second template as a standard template;
if the actual storage occupation ratio of the third sequence area is larger than that of the first sequence area, the second sequence area and the nth sequence area, selecting a third template as a standard template;
and if the actual storage occupation ratio of the nth sequence area is larger than that of the first sequence area, the second sequence area and the third sequence area, selecting the nth template as the standard template.
Further, in the process of selecting the standard template, if the actual storage ratios of the two sequence areas are the same and both are greater than the storage ratios of the other sequence areas, the template corresponding to any one sequence area in the two sequence areas is selected as the standard template.
Further, when other extracted templates are converted into standard templates, the electronic medical record is partitioned according to information positions and divided into a plurality of information identification areas; and identifying the character length in each information identification area, wherein the information identification areas in the standard template are all provided with standard information lengths, in the process of converting other templates, the standard length of the information to be extracted is determined for any information to be extracted, then the information identification areas in any electronic medical record are compared one by one, and if the information length in the information identification area is consistent with the standard length of the information to be extracted, the information in the information identification area is extracted into the standard template, so that the conversion from the non-standard template to the standard template is realized.
Further, in the standard template, a first identification area, a second identification area and a third identification area are arranged in the information identification area, supplementary distinguishing codes are preset, if the information lengths of any identification areas are the same, the supplementary distinguishing codes with different lengths are selected to supplement the actual information length so as to distinguish different identification areas, and the actual length of the supplementary distinguishing codes is selected according to the number of key characters contained in the information content in the identification areas;
the selecting the actual length of the supplemental difference code according to the number of the key characters contained in the content of the information in the identification area comprises:
if the number of the keys contained in the information content in the identification area is larger than or equal to the standard base number, the importance of the content in the identification area is indicated, and a supplementary identification code with a first length l1 is selected;
if the number of the keys contained in the information content in the identification area is less than the standard base number, the importance of the content in the identification area is represented, and a supplementary identification code with a second length l2 is selected;
the lengths of the information contents added with the supplementary identification codes are different, and the supplementary lengths of the information identification areas are sent to the medical terminals, so that the medical terminals can be supplemented according to the areas where the information in the actual electronic medical records is located and then can be identified and extracted.
Compared with the prior art, the method has the advantages that the template with the largest number existing in the medical terminal is used as the standard template by receiving the electronic medical records of different medical terminals and determining the actual number corresponding to the template adopted by the corresponding electric medical record, and the information in the electronic medical record of the non-standard template is extracted and converted into the standard template, so that the information in the standardized electronic medical record is effectively utilized, and the utilization efficiency of the information in the electronic medical record is improved.
Particularly, by setting the starting unit, the time node for receiving the electronic medical record can be effectively controlled, so that when the electronic medical record is received without being initiated by the central control module, the transmission request can be effectively processed, in practical application, after the central control module sends a receiving request to the medical terminal, the medical terminal starts to transmit the electronic medical record according to the request of the central control module, or the medical terminal initiatively initiates the electronic medical record, and after the central control module receives the initiating request and is ready, the starting unit is utilized to complete the receiving of the electronic medical record, so that the receiving of the electronic medical record is more efficient.
Particularly, by setting the time monitoring unit, the transmission time of the electronic medical record is judged and compared with the standard time, if the working time of the starting unit is greater than or equal to the standard time T0, the transmission time of the electronic medical record is too long, the standard time is adjusted in the next transmission period, and in the using process, along with the using time of the medical terminal and the receiving and processing of the electronic medical record by the central control module, the processing capacity of the central control module is reduced along with the increase of time.
Particularly, when the working time length of the starting unit is more than the standard time length and the difference value between the working time length and the standard time length is small, the first coefficient is adopted to adjust the standard time length, and the third coefficient is selected to adjust the standard time length according to the larger difference value, so that the adjustment of the standard time length is more intelligent, the selection of the standard time length in the next transmission period is more accurate, and the actual transmission requirement is met.
Particularly, the product of the coefficient and the standard time is added on the basis of the standard time to serve as the new standard time of the next transmission period, so that the standard time is effectively adjusted in the transmission process, the transmission efficiency in a plurality of continuous transmission periods is greatly improved, the standard time in each transmission period can be dynamically adjusted, the transmission of the electronic medical record is more efficient and accurate, the transmission time is effectively controlled, and the transmission efficiency of the electronic medical record is improved.
Particularly, a plurality of sequence areas are arranged in the storage unit, the electronic medical records corresponding to different templates are stored in the different sequence areas, the corresponding number is determined according to the storage ratio of the electronic medical records in the sequence areas, the standard templates are quickly selected, the selection efficiency of the standard templates is improved, the non-standard templates are quickly converted after the standard templates are determined, and the processing efficiency of the electronic medical records is improved.
Particularly, a plurality of information identification areas are arranged on the non-standard template and the non-standard template, then the character length in the standard template is standardized, then the corresponding character length is compared with the character length in the non-standard template, then the content in the area with the same character length in the non-standard template is extracted and added into the standard template, so that the effective extraction of the information in the non-standard template is realized, the effective conversion from the non-standard template to the standard template is realized, and the conversion efficiency is improved.
Drawings
Fig. 1 is a schematic structural diagram of an intelligent data processing system based on clinical research data according to an embodiment of the present invention.
Detailed Description
In order that the objects and advantages of the invention will be more clearly understood, the invention is further described below with reference to examples; it should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit 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 only for explaining the technical principle of the present invention, and do not limit the scope of the present invention.
It should be noted that in the description of the present invention, the terms of direction or positional relationship indicated by the terms "upper", "lower", "left", "right", "inner", "outer", etc. are based on the directions or positional relationships shown in the drawings, which are only for convenience of description, and do not indicate or imply that the device or element must have a specific orientation, be constructed in a specific orientation, and be operated, 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 otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
Referring to fig. 1, an intelligent data processing system based on clinical research data according to an embodiment of the present invention includes:
the receiving module 10 is configured to receive an nth electronic medical record of an nth medical terminal, where the nth electronic medical record is an nth template used by the nth medical terminal, and the ith electronic medical record is an electronic medical record generated by an ith medical terminal of the n medical terminals, and the ith electronic medical record is different from a template used by an (i + 1) th electronic medical record;
the central control module 20 is respectively connected with the n medical terminals and is used for receiving the electronic medical records of any medical terminal;
the extraction module 30 is internally provided with standard templates, detects the number of the templates of the electronic medical records in the n medical terminals, and sorts the medical terminals according to the number of the templates to form a terminal sequence, wherein the sorting mode adopts a sequence from more to less;
the selection module 40 is used for selecting the template of the electronic medical record used by the first terminal in the terminal sequence as a standard template;
a conversion module 50 for converting the extracted other templates into standard templates;
and the acquisition module 60 acquires the information concentrated by the electronic medical records after all the electronic medical records are converted into the standard template.
Specifically, in practical application, the medical terminals are located in different medical institutions, and the embodiment of the invention realizes data collaboration of a plurality of medical institutions by establishing a uniform standard template, so that data of each medical institution can be extracted and used, the application efficiency of electronic medical record data generated by the medical institutions is improved, the situation of isolated medical data is effectively avoided, and the use efficiency of the data and the mobility of the data are greatly improved.
Specifically, the templates of the electronic medical records generated in the medical terminals may be the same as or different from the standard templates, in practical applications, because the central control module is connected to the plurality of medical terminals, the central control module receives the electronic medical records transmitted by the medical terminals, each medical terminal can transmit one electronic medical record or transmit a plurality of medical records, and in practical applications, the templates of the electronic medical records used by different medical terminals may be the same or different, in practical applications, the standard templates are set in the extraction module, and the standard templates are selected by using the largest number of all the electronic medical record templates received by the central control module as the standard templates, and then the electronic medical records of other non-standard templates are converted into the standard templates, so as to extract the effective information in the electronic medical records of the non-standard templates and add the effective information to the standard templates, the method has the advantages that the effective conversion from the non-standard template to the standard template is realized, the number of the converted electronic medical records is greatly reduced, the conversion efficiency is effectively improved, and the effective extraction and utilization of all electronic medical record information are realized.
Specifically, according to the embodiment of the invention, the electronic medical records of different medical terminals are received, the actual number corresponding to the template adopted by the corresponding electric medical record is determined, the template with the largest number existing in the medical terminal is used as the standard template, and the information in the electronic medical record of the non-standard template is extracted and converted into the standard template, so that the information in the standardized electronic medical record is effectively utilized, and the utilization efficiency of the information in the electronic medical record is improved.
Specifically, when the electronic medical record duration of any medical terminal is received, the central control module is provided with a starting unit, and the starting unit is used for completing the reception of the electronic medical record after the starting unit is activated before the medical terminal sends the electronic medical record to the central control module according to the request information of the central control module.
Specifically, the embodiment of the present invention can effectively control the time node for receiving the electronic medical record by setting the starting unit, so that when the electronic medical record is received without being initiated by the central control module, the transmission request can be effectively processed, in practical application, after the central control module sends a receiving request to the medical terminal, the medical terminal starts to transmit the electronic medical record according to the request of the central control module, or the medical terminal actively initiates the electronic medical record, and then after the central control module receives the initiating request and is ready, the starting unit is used to complete the receiving of the electronic medical record, so that the receiving of the electronic medical record is more efficient.
Specifically, a time monitoring unit is arranged in the central control module, is connected with the starting unit and is used for monitoring the working time of the starting unit, a standard time is also arranged in the central control module, if the working time of the starting unit is more than or equal to the standard time T0, the transmission time of the electronic medical record is overlong, and the standard time is adjusted in the next transmission period;
if the working time length of the starting unit is less than the standard time length T0, the current standard time length is maintained and applied to the next transmission period.
Specifically, in the embodiment of the present invention, by setting the time monitoring unit, the transmission time length of the electronic medical record is determined, and compared with the standard time length, if the working time length of the starting unit is greater than or equal to the standard time length T0, it indicates that the transmission time length of the electronic medical record is too long, and the standard time length is adjusted in the next transmission period, and in the using process, along with the use time length of the medical terminal and the receiving and processing of the electronic medical record by the central control module, the processing capability of the central control module is reduced along with the increase of time.
Specifically, a first coefficient k1, a second coefficient k2 and a third coefficient k3 are preset in the central control module, and the first coefficient k1, the second coefficient k2 or the third coefficient k3 are selected according to the difference between the working time length of the starting unit and the standard time length.
Specifically, in the embodiment of the present invention, different coefficients are set to adjust the standard time length T0 in the next transmission period, so that the standard time length selected in the next transmission period is more accurate, and the efficiency of electronic medical record transmission is improved.
Specifically, when the first coefficient k1, the second coefficient k2 or the third coefficient k3 is selected according to the difference value between the working time length of the starting unit and the standard time length, if the working time length of the starting unit is more than or equal to T0 in a 2 xT 0 mode, the first coefficient k1 is selected to adjust the standard time length;
if the working time length of the 5 XT 0> starting unit is not less than 2 XT 0, selecting a second coefficient k2 to adjust the standard time length;
if the working time length of the starting unit is more than or equal to 5 multiplied by T0, a third coefficient k3 is selected to adjust the standard time length, and k1< k2< k 3.
Specifically, in the embodiment of the present invention, when the operating time of the starting unit is longer than the standard time, and the difference between the operating time and the standard time is small, the standard time is adjusted by using the first coefficient, and when the amplitude of the difference is large, the standard time is adjusted by selecting the third coefficient, so that the adjustment of the standard time is more intelligent, and therefore, the selection of the standard time in the next transmission cycle is more accurate, and meets the actual transmission requirement.
Specifically, the first standard time length after the first coefficient k1 is selected to adjust the standard time length is T10= T0 × (1 + k 1);
selecting a second standard time length after the second coefficient k2 is adjusted to the standard time length to be T20= T0 x (1 + k 2);
the third standard duration after the adjustment of the standard duration by the third coefficient k3 is selected to be T30= T0 × (1 + k 3).
Specifically, the embodiment of the invention increases the product of the coefficient and the standard time length on the basis of the standard time length to be used as the new standard time length of the next transmission period, so that the effective adjustment of the standard time length in the transmission process is realized, the transmission efficiency in a plurality of continuous transmission periods is greatly improved, the standard time length in each transmission period can be dynamically adjusted, the transmission of the electronic medical record is more efficient and accurate, the effective control of the transmission time is realized, and the transmission efficiency of the electronic medical record is improved.
Specifically, when the medical terminals are sequenced according to the number of templates to form a terminal sequence, the extraction module is provided with a storage unit, the storage unit is provided with a first sequence area, a second sequence area, a third sequence area and an nth sequence area, n is more than or equal to 4, the first sequence area is used for storing the electronic medical record of the first template, the second sequence area is used for storing the electronic medical record of the second template, the third sequence area is used for storing the medical record of the third template, and the nth sequence area is used for storing the medical record of the nth template;
the storage capacities of the first sequence area, the second sequence area, the third sequence area and the nth sequence area are the same, and if the actual storage occupation ratio of the first sequence area is larger than that of the second sequence area, the third sequence area and the nth sequence area, the first template is selected as a standard template;
if the actual storage occupation ratio of the second sequence area is larger than that of the first sequence area, the third sequence area and the nth sequence area, selecting a second template as a standard template;
if the actual storage occupation ratio of the third sequence area is larger than that of the first sequence area, the second sequence area and the nth sequence area, selecting a third template as a standard template;
and if the actual storage occupation ratio of the nth sequence area is larger than that of the first sequence area, the second sequence area and the third sequence area, selecting the nth template as the standard template.
Specifically, according to the embodiment of the invention, a plurality of sequence areas are arranged in the storage unit, then the electronic medical records corresponding to different templates are stored in different sequence areas, and the corresponding number is determined according to the storage proportion of the electronic medical records in the sequence areas, so that the standard templates are quickly selected, the selection efficiency of the standard templates is improved, the non-standard templates are quickly converted after the standard templates are determined, and the processing efficiency of the electronic medical records is improved.
Specifically, in the process of selecting the standard template, if the actual storage ratios of two sequence regions are the same and both are larger than the storage ratios of the other sequence regions, the template corresponding to any one sequence region in the two sequence regions is selected as the standard template.
Specifically, in the embodiment of the present invention, the same number of occupation ratios indicates that the number of electronic medical records is the same, and in the embodiment of the present invention, the space required for storing one electronic medical record is the same, so the storage occupation ratios are the same, and therefore, the number of electronic medical records is also the same, and in order to determine the standard template, any one template of the electronic medical records may be selected as the standard template, so that conversion is required for electronic medical records that are not selected as the standard template, the selection efficiency for the standard template is higher, and the processing efficiency of the electronic medical records is improved.
Specifically, when other extracted templates are converted into standard templates, the electronic medical record is partitioned according to information positions and divided into a plurality of information identification areas; and identifying the character length in each information identification area, wherein the information identification areas in the standard template are all provided with standard information lengths, in the process of converting other templates, the standard length of the information to be extracted is determined for any information to be extracted, then the information identification areas in any electronic medical record are compared one by one, and if the information length in the information identification area is consistent with the standard length of the information to be extracted, the information in the information identification area is extracted into the standard template, so that the conversion from the non-standard template to the standard template is realized.
Specifically, according to the embodiment of the invention, a plurality of information identification areas are arranged for both the non-standard template and the non-standard template, then the character length in the standard template is standardized, then the corresponding character length is compared with the character length in the non-standard template, then the content in the area with the same character length in the non-standard template is extracted and added into the standard template, so that the effective extraction of the information in the non-standard template is realized, the effective conversion from the non-standard template to the standard template is realized, and the conversion efficiency is improved.
Specifically, in the standard template, a first identification area, a second identification area and a third identification area are arranged in an information identification area, supplementary distinguishing codes are preset, if the information lengths of any identification areas are the same, the supplementary distinguishing codes with different lengths are selected to supplement the actual information length so as to realize distinguishing between different identification areas, and the actual length of the supplementary distinguishing codes is selected according to the number of key characters contained in the information content in the identification areas.
Specifically, the embodiment of the invention enables the lengths of the characters in the identification areas to be different by setting the supplementary distinguishing codes, so that the accuracy of information identification and extraction can be improved, and the conversion efficiency can be improved.
Specifically, the selecting the actual length of the supplemental difference code according to the number of the key characters included in the content of the information in the identification area includes:
if the number of key characters contained in the information content in the identification area is larger than or equal to the standard base number, the importance of the content in the identification area is represented, and a supplementary identification code with a first length l1 is selected;
if the number of key characters contained in the information content in the identification area is less than the standard base number, the importance of the content in the identification area is represented, and a supplementary identification code with a second length l2 is selected;
the lengths of the information contents added with the supplementary identification codes are different, and the supplementary lengths of the information identification areas are sent to the medical terminals, so that the medical terminals can be supplemented according to the areas where the information in the actual electronic medical records is located and then can be identified and extracted.
Specifically, the number of the key characters in the information content is determined, if the number of the key characters is large, the information content is important, a shorter supplementary identification code needs to be selected, the first length l1 is smaller than the second length l2, and the content is not very important, a longer supplementary identification code is selected, in the actual extraction process, the important content can be extracted first, so that unexpected interruption occurs in the extraction process, the extraction process of the important information can be ensured, the extraction of the non-important information can be retransmitted or abandoned, the information extraction process of the non-standard template is more intelligent and efficient, and the data processing efficiency is improved.
So far, the technical solutions of the present invention have been described in connection with the preferred embodiments shown in the drawings, but it is apparent to those skilled in the art that the scope of the present invention is not limited to these specific embodiments. Equivalent changes or substitutions of related technical features can be made by those skilled in the art without departing from the principle of the invention, and the technical scheme after the changes or substitutions can fall into the protection scope of the invention.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention; various modifications and alterations to this invention will become apparent to those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (7)
1. An intelligent data processing system based on clinical study data, comprising:
the receiving module is used for receiving an nth electronic medical record of an nth medical terminal, wherein the nth electronic medical record adopts an nth template, the ith electronic medical record is an electronic medical record generated by an ith medical terminal in the n medical terminals, and the ith electronic medical record and an (i + 1) th electronic medical record adopt different templates;
the central control module is respectively connected with the n medical terminals and used for receiving the electronic medical records of any medical terminal;
the extraction module is internally provided with a standard template in advance, detects the number of the templates of the electronic medical records in the n medical terminals, and sorts the medical terminals according to the number of the templates to form a terminal sequence, wherein the sorting mode adopts a sequence from more to less;
the selection module is used for selecting the template of the electronic medical record used by the first terminal in the terminal sequence as a standard template;
the conversion module is used for converting the extracted other templates into standard templates;
the acquisition module acquires the information in the electronic medical record after all the electronic medical records are converted into the standard template;
when the medical terminals are sequenced according to the number of the templates to form a terminal sequence, the extraction module is provided with a storage unit, the storage unit is provided with a first sequence area, a second sequence area, a third sequence area and an nth sequence area, n is more than or equal to 4, the first sequence area is used for storing electronic medical records of the first template, the second sequence area is used for storing electronic medical records of the second template, the third sequence area is used for storing medical records of the third template, and the nth sequence area is used for storing medical records of the nth template;
the storage capacities of the first sequence area, the second sequence area, the third sequence area and the nth sequence area are the same, and if the actual storage occupation ratio of the first sequence area is larger than that of the second sequence area, the third sequence area and the nth sequence area, the first template is selected as a standard template;
if the actual storage proportion of the second sequence area is larger than that of the first sequence area, the third sequence area and the nth sequence area, selecting a second template as a standard template;
if the actual storage occupation ratio of the third sequence area is larger than that of the first sequence area, the second sequence area and the nth sequence area, selecting a third template as a standard template;
if the actual storage occupation ratio of the nth sequence area is larger than that of the first sequence area, the second sequence area and the third sequence area, selecting the nth template as a standard template;
when other extracted templates are converted into standard templates, partitioning the electronic medical record according to the information positions, and dividing the electronic medical record into a plurality of information identification areas; identifying the character length in each information identification area, wherein the information identification areas in the standard template are all provided with standard information lengths, determining the standard length of information to be extracted for any information to be extracted in the process of converting other templates, then comparing the standard length with the information length of the information identification areas in any electronic medical record, and if the information length in the information identification areas is consistent with the standard length of the information to be extracted, extracting the information in the information identification areas into the standard template to realize the conversion from a non-standard template to the standard template;
in the standard template, a first identification area, a second identification area and a third identification area are arranged in an information identification area, supplementary distinguishing codes are preset, if the information lengths of any identification areas are the same, the supplementary distinguishing codes with different lengths are selected to supplement the actual information length so as to realize the distinguishing of different identification areas, and the actual length of the supplementary distinguishing codes is selected according to the number of key characters contained in the information content in the identification areas;
the selecting the actual length of the supplemental difference code according to the number of the key characters contained in the content of the information in the identification area comprises:
if the number of key characters contained in the information content in the identification area is larger than or equal to the standard base number, the importance of the content in the identification area is represented, and a supplementary identification code with a first length l1 is selected;
if the number of key characters contained in the information content in the identification area is less than the standard base number, the content in the identification area is not important, and a supplementary identification code with a second length l2 is selected;
the lengths of the information contents added with the supplementary identification codes are different, and the supplementary lengths of the information identification areas are sent to the medical terminals, so that the medical terminals can perform recognition and extraction after supplementing according to the areas where the information in the actual electronic medical records is located.
2. The intelligent data processing system based on clinical research data according to claim 1, wherein a start unit is disposed in the central control module, and the central control module completes the reception of the electronic medical record when receiving a request for receiving the electronic medical record initiated by any medical terminal and after the start unit is activated.
3. The intelligent data processing system based on clinical research data according to claim 2, wherein a time monitoring unit is disposed in the central control module, connected to the start unit, for monitoring the working time of the start unit, and a standard time is also disposed in the central control module, if the working time of the start unit is greater than or equal to the standard time T0, it indicates that the transmission time of the electronic medical record is too long, and the standard time is adjusted in the next transmission cycle;
if the working time length of the starting unit is less than the standard time length T0, the current standard time length is maintained and the current standard time length is applied to the next transmission period.
4. An intelligent data processing system based on clinical research data according to claim 3, wherein a first coefficient k1, a second coefficient k2 and a third coefficient k3 are preset in the central control module, and the first coefficient k1, the second coefficient k2 or the third coefficient k3 are selected according to the difference between the working time length of the starting unit and the standard time length.
5. An intelligent data processing system according to claim 4, wherein, when the first coefficient k1, the second coefficient k2 or the third coefficient k3 is selected according to the difference between the working time length of the starting unit and the standard time length, if the working time length of the 2 XT 0> starting unit is not less than T0, the first coefficient k1 is selected to adjust the standard time length;
if the working time length of the 5 XT 0> starting unit is not less than 2 XT 0, selecting a second coefficient k2 to adjust the standard time length;
if the working time length of the starting unit is more than or equal to 5 multiplied by T0, a third coefficient k3 is selected to adjust the standard time length.
6. An intelligent data processing system according to claim 5, wherein the first standard duration after adjustment of the standard duration by the first coefficient k1 is selected to be T10= T0 x (1 + k 1);
selecting a second standard time length after the second coefficient k2 is adjusted to the standard time length to be T20= T0 x (1 + k 2);
the third standard duration after the adjustment of the standard duration by the third coefficient k3 is selected to be T30= T0 × (1 + k 3).
7. The intelligent data processing system based on clinical research data according to claim 1, wherein in the process of selecting the standard template, if the actual memory occupation ratio of two sequence areas is the same and is larger than that of the other sequence areas, the template corresponding to any one sequence area in the two sequence areas is selected as the standard template.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210174119.5A CN114255840B (en) | 2022-02-25 | 2022-02-25 | Intelligent data processing system based on clinical research data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210174119.5A CN114255840B (en) | 2022-02-25 | 2022-02-25 | Intelligent data processing system based on clinical research data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN114255840A CN114255840A (en) | 2022-03-29 |
| CN114255840B true CN114255840B (en) | 2022-06-24 |
Family
ID=80797080
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210174119.5A Active CN114255840B (en) | 2022-02-25 | 2022-02-25 | Intelligent data processing system based on clinical research data |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114255840B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116013453B (en) * | 2023-03-28 | 2023-08-15 | 中国人民解放军总医院 | Medical record writing improvement system based on artificial intelligence technology |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108173626A (en) * | 2017-12-28 | 2018-06-15 | 中科创能实业有限公司 | Communication means and device |
| CN109344831A (en) * | 2018-08-22 | 2019-02-15 | 中国平安人寿保险股份有限公司 | A kind of tables of data recognition methods, device and terminal device |
| CN109801688A (en) * | 2017-11-17 | 2019-05-24 | 深圳市前海安测信息技术有限公司 | The safe synergism action system and method for area medical electronic health record |
| CN110598826A (en) * | 2019-09-03 | 2019-12-20 | 数字广东网络建设有限公司 | Electronic certificate classified display method, device and system and computer equipment |
| EP3594819A1 (en) * | 2018-07-11 | 2020-01-15 | Canon Kabushiki Kaisha | Multifunction apparatus executing plurality of image processes in parallel, control method therefor, and storage medium storing control program therefor |
| CN111599424A (en) * | 2020-04-27 | 2020-08-28 | 贵州精准健康数据有限公司 | Intelligent medical record big data center management method and device |
| CN112131851A (en) * | 2020-09-03 | 2020-12-25 | 卫宁健康科技集团股份有限公司 | Target electronic medical record template generation method and device |
| CN112509682A (en) * | 2020-12-15 | 2021-03-16 | 康键信息技术（深圳）有限公司 | Text recognition-based inquiry method, device, equipment and storage medium |
| CN113873026A (en) * | 2021-09-24 | 2021-12-31 | 深圳市元征科技股份有限公司 | Dynamic timeout response method, device, terminal equipment and storage medium |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110349652B (en) * | 2019-07-12 | 2022-02-22 | 之江实验室 | Medical data analysis system fusing structured image data |
| CN110889272A (en) * | 2019-11-29 | 2020-03-17 | 中国银行股份有限公司 | Data processing method, device, equipment and storage medium |
-
2022
- 2022-02-25 CN CN202210174119.5A patent/CN114255840B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109801688A (en) * | 2017-11-17 | 2019-05-24 | 深圳市前海安测信息技术有限公司 | The safe synergism action system and method for area medical electronic health record |
| CN108173626A (en) * | 2017-12-28 | 2018-06-15 | 中科创能实业有限公司 | Communication means and device |
| EP3594819A1 (en) * | 2018-07-11 | 2020-01-15 | Canon Kabushiki Kaisha | Multifunction apparatus executing plurality of image processes in parallel, control method therefor, and storage medium storing control program therefor |
| CN109344831A (en) * | 2018-08-22 | 2019-02-15 | 中国平安人寿保险股份有限公司 | A kind of tables of data recognition methods, device and terminal device |
| CN110598826A (en) * | 2019-09-03 | 2019-12-20 | 数字广东网络建设有限公司 | Electronic certificate classified display method, device and system and computer equipment |
| CN111599424A (en) * | 2020-04-27 | 2020-08-28 | 贵州精准健康数据有限公司 | Intelligent medical record big data center management method and device |
| CN112131851A (en) * | 2020-09-03 | 2020-12-25 | 卫宁健康科技集团股份有限公司 | Target electronic medical record template generation method and device |
| CN112509682A (en) * | 2020-12-15 | 2021-03-16 | 康键信息技术（深圳）有限公司 | Text recognition-based inquiry method, device, equipment and storage medium |
| CN113873026A (en) * | 2021-09-24 | 2021-12-31 | 深圳市元征科技股份有限公司 | Dynamic timeout response method, device, terminal equipment and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN114255840A (en) | 2022-03-29 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN114255840B (en) | Intelligent data processing system based on clinical research data | |
| CN1074879C (en) | Method of dynamically allocating time slots on a packet data communications channel | |
| CN101650779B (en) | Character recognition device and method | |
| CN108631942A (en) | Coding method, interpretation method, device and equipment | |
| US11315365B2 (en) | Method for registering fingerprint, terminal and computer-readable storage medium | |
| WO2008143484A1 (en) | Method for determining optimal frame size for tag collision prevention in rfid system | |
| CN102082649B (en) | System and method for data communications using a sliding window protocol with selective retransmission | |
| WO2008004225A2 (en) | Dual channel smart card data storage | |
| CN1325517A (en) | Smart card reader | |
| CN109450452A (en) | A kind of compression method and system of the sampling dictionary tree index for gene data | |
| US20150169410A1 (en) | Method and apparatus for image search using feature point | |
| CN113613289B (en) | Bluetooth data transmission method, system and communication equipment | |
| CN111245965A (en) | Data synchronization method and system | |
| CN110198533B (en) | Method for remotely controlling BLE Bluetooth device and BLE Bluetooth device | |
| CN101170467B (en) | Apparatus, and associated method, by which to store specific network identifiers at wireless device | |
| CN100592321C (en) | Method for recognizing contrary collision of inquiry tree radio frequency labels of amalgamation database | |
| DE102023105020A9 (en) | HARQ-ACK in a carrier aggregation with multiple responsible cells | |
| CN111222591B (en) | Method and system for manufacturing personalized certificate card | |
| US10375601B2 (en) | Condensed message multicast method and a system employing same | |
| CN111901072A (en) | Method, device, equipment and storage medium for confirming reception of uplink data | |
| CN107026888B (en) | Large-capacity data transmission device and method | |
| CN105208655A (en) | Uplink data sending method, base station, user equipment and communication system | |
| CN116343187B (en) | Intelligent matching method, device, equipment and medium for license plate numbers of electric bicycles | |
| CN212484413U (en) | Multiple identity checking system based on medical PDA | |
| CN113037840B (en) | Communication data transmission method, communication terminal and communication platform |
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 |