CN111028907A - Quality control method, device, equipment and storage medium for diagnosis report - Google Patents
Quality control method, device, equipment and storage medium for diagnosis report Download PDFInfo
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Abstract
The embodiment of the invention discloses a quality control method of a diagnosis report, which comprises the following steps: acquiring at least one diagnostic report to be determined; acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report; acquiring diagnostic data corresponding to the target diagnostic report, wherein the diagnostic data at least comprises diagnostic opinions; and respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report. By adopting the method provided by the invention, the diagnosis report needing quality control is automatically screened according to the quality control condition in the quality control process, thereby avoiding the omission of the diagnosis report possibly caused by manual selection, improving the pertinence of the quality control of the diagnosis report and further improving the accuracy of the diagnosis report. In addition, a quality control device, equipment and a storage medium for the diagnosis report are also provided.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a method, an apparatus, a device, and a storage medium for a diagnostic report.
Background
Pathological diagnosis is a morphological observation method, and generally, a diagnostician observes morphological structure changes of cells and tissues by observing pathological sections made of pathological tissue specimens to determine pathological nature, so that the pathological diagnosis is made, has certain subjectivity and has higher requirements on the diagnostician. In some cases, the accuracy of pathological diagnosis is affected because the diagnosis personnel may have insufficient ability and experience to perform diagnosis missing or over-diagnosis. In order to improve the accuracy of pathological diagnosis and reduce the number of wrong pathological diagnosis, quality control personnel are required to review and verify the diagnosis report of some specific lesions (such as malignant tumors, precancerous lesions, and the like).
The existing quality control mode of the diagnosis report adopts manual screening and then quality control judgment on the diagnosis report on a related system, and the mode has low efficiency and low accuracy. For example, some relatively simple cases may also cause diagnostic defects due to personnel ability problems, and if only a specific lesion is used for screening, some cases may be missed, resulting in incomplete screening and low accuracy of quality control diagnostic reports.
Therefore, a solution for accurately and comprehensively controlling the quality of the diagnosis report is needed.
Disclosure of Invention
In view of the above, it is necessary to provide a quality control method and apparatus for a diagnostic report, a computer device, and a storage medium.
A method of quality control of a diagnostic report, the method comprising:
acquiring at least one diagnostic report to be determined;
acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report;
acquiring diagnostic data corresponding to the target diagnostic report, wherein the diagnostic data at least comprises diagnostic opinions;
and respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report.
In one embodiment, the step of separately obtaining quality control opinions input on the diagnostic data further comprises: and acquiring the quality control opinion, wherein the quality control opinion comprises at least one of a quality control conclusion, a re-diagnosis result and/or quality control abnormity analysis.
In one embodiment, after the step of generating the quality control result corresponding to the at least one target diagnosis report, the method further includes: and generating a quality control report according to a quality control result of the at least one target diagnosis report, wherein the quality control report comprises at least one of the quantity of quality control reports, the quantity of diagnosis abnormal opinion reports and/or diagnosis reports aiming at diagnosis abnormal opinion of a preset list.
In one embodiment, the quality control conditions comprise positive keywords, negative spot check proportion and/or a preset list; the step of obtaining at least one diagnostic report to be determined as a target diagnostic report from the at least one diagnostic report to be determined according to a preset quality control condition further includes: and searching for a diagnosis report meeting at least one of the quality control conditions in at least one to-be-determined diagnosis report, and taking the searched diagnosis report as a target diagnosis report.
In one embodiment, the quality control conditions further comprise at least one screening condition, the screening condition comprising: not including the preset screening keywords; after the step of searching for a diagnostic report satisfying at least one of the quality control conditions, the method further comprises: and deleting the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords, and taking the deleted diagnosis report as a target diagnosis report.
In one embodiment, the step of obtaining at least one diagnostic report to be determined from the at least one diagnostic report to be determined as a target diagnostic report according to a preset quality control condition further includes: acquiring quality control sub-conditions corresponding to different doctors in the quality control conditions; and searching a diagnosis report meeting the quality control sub-condition corresponding to the doctor as a target diagnosis report aiming at the diagnosis reports corresponding to different doctors in the to-be-determined diagnosis reports.
In one embodiment, after the step of obtaining the quality control opinion, the method further includes: obtaining the quality control conclusion, wherein the quality control conclusion comprises approval diagnosis opinions or disapproval diagnosis opinions; and under the condition that the quality control conclusion is that the diagnosis opinions are not approved, acquiring a target diagnosis report corresponding to the quality control opinions, and sending the diagnosis opinions to doctors corresponding to the target diagnosis report.
A quality control device for diagnostic reporting, the device comprising:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring at least one diagnostic report to be determined;
the determining module is used for acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report;
a second obtaining module, configured to obtain diagnostic data corresponding to the target diagnostic report, where the diagnostic data at least includes a diagnostic opinion;
and the quality control module is used for respectively acquiring quality control opinions input aiming at the diagnosis data and generating a quality control result corresponding to the at least one target diagnosis report.
In one embodiment, the quality control module further comprises: and the opinion acquisition unit is used for acquiring the quality control opinion, and the quality control opinion comprises at least one of a quality control conclusion, a re-diagnosis result and/or quality control abnormity analysis.
In one embodiment, the apparatus further comprises: and the report generation module is used for generating a quality control report according to the quality control result of the at least one target diagnosis report, wherein the quality control report comprises at least one of the quantity of the quality control reports, the quantity of the diagnosis abnormal opinions reports and/or the diagnosis reports aiming at the diagnosis abnormal opinions of a preset list.
In one embodiment, the quality control conditions comprise positive keywords, negative spot check proportion and/or a preset list; the determining module further comprises: and the retrieval unit is used for searching the diagnosis report meeting at least one of the quality control conditions in at least one to-be-determined diagnosis report and taking the searched diagnosis report as a target diagnosis report.
In one embodiment, the quality control conditions further comprise at least one screening condition, the screening condition comprising: not including the preset screening keywords; the retrieval unit further includes: and a removal subunit configured to delete the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords, and use the deleted diagnosis report as a target diagnosis report.
In one embodiment, the determining module further comprises: a sub-condition acquisition unit for acquiring quality control sub-conditions corresponding to different doctors among the quality control conditions; and the sub-condition retrieval unit is used for searching a diagnosis report meeting the quality control sub-condition corresponding to the doctor as a target diagnosis report aiming at the diagnosis reports corresponding to different doctors in the to-be-determined diagnosis reports.
In one embodiment, the quality control module further comprises: a conclusion obtaining unit, configured to obtain the quality control conclusion, where the quality control conclusion includes agreement or disagreement with the diagnosis opinion; and the notification unit is used for acquiring a target diagnosis report corresponding to the quality control opinion under the condition that the quality control conclusion is that the diagnosis opinion is not approved, and sending the diagnosis opinion to a doctor corresponding to the target diagnosis report.
A computer device comprising a memory and a processor, the memory storing a computer program that, when executed by the processor, causes the processor to perform the steps of:
acquiring at least one diagnostic report to be determined;
acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report;
acquiring diagnostic data corresponding to the target diagnostic report, wherein the diagnostic data at least comprises diagnostic opinions;
and respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report.
A computer-readable storage medium storing a computer program which, when executed by a processor, causes the processor to perform the steps of:
acquiring at least one diagnostic report to be determined;
acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report;
acquiring diagnostic data corresponding to the target diagnostic report, wherein the diagnostic data at least comprises diagnostic opinions;
and respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report.
By adopting the quality control method, the quality control device, the equipment and the storage medium of the diagnosis report, at least one diagnosis report to be determined is screened from at least one diagnosis report to be determined as a target diagnosis report according to a preset quality control condition for the diagnosis report to be determined which needs to be subjected to quality control; after the target diagnosis report is obtained, acquiring diagnosis data corresponding to the target diagnosis report, wherein the diagnosis data comprises diagnosis opinions; and finally, respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to at least one target diagnosis report. The quality control method, the quality control device, the quality control equipment and the storage medium of the diagnosis report automatically screen the diagnosis report based on the quality control condition, accurately acquire the target diagnosis report needing quality control, and generate a quality control result after acquiring the quality control opinion, thereby realizing the quality control of the diagnosis report. That is to say, by adopting the method and the device, the diagnosis report needing quality control is automatically screened according to the quality control conditions in the quality control process, so that the omission of the diagnosis report possibly caused by manual selection is avoided, the pertinence of the quality control of the diagnosis report is improved, and the accuracy of the diagnosis report is further improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Wherein:
FIG. 1 is a flow diagram of a method for quality control of diagnostic reports in one embodiment;
FIG. 2 is a schematic illustration of a diagnostic report in one embodiment;
FIG. 3 is a block diagram of the quality control device for diagnostic reporting according to an embodiment;
FIG. 4 is a block diagram of the quality control device for diagnostic reporting according to an embodiment;
FIG. 5 is a block diagram of the structure of a determination module in one embodiment;
FIG. 6 is a block diagram showing the structure of a quality control module according to an embodiment;
FIG. 7 is a block diagram of a computer device for performing the quality control method of the diagnostic report in one embodiment.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In one embodiment, a quality control method for diagnostic reports is provided, which can automatically screen diagnostic reports requiring quality control for further quality control, and obtain corresponding quality control results. The method can be applied to a pathological diagnosis report management system in places such as hospitals.
In one embodiment, as shown in FIG. 1, a method of quality control of diagnostic reports is provided. The method specifically comprises the following steps S102-S108:
step S102, at least one diagnostic report to be determined is obtained.
Specifically, the diagnostic report to be determined is a diagnostic report in the database to be retrieved, where the diagnostic report may be a pathological diagnosis report or a physical examination report, and the diagnostic report may record patient information, diagnostician information, pathological tissue or specimen information of diagnosis, scanned image information, and/or diagnosis opinions, as shown in fig. 2 as an example. The diagnosis opinion is a diagnosis result in a diagnosis report, and may include disease analysis, pathological image analysis, etc., and may be a diagnosis opinion part of the diagnosis report shown in fig. 2, which is a core part of the diagnosis report and is a basis for determining whether there is an error in the diagnosis report.
And step S104, acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to preset quality control conditions to serve as a target diagnostic report.
Specifically, the quality control condition is a retrieval condition for retrieving a diagnostic report of which quality is required from at least one diagnostic report to be determined. For example, the quality control condition specifies that a diagnostic report having the feature a requires quality control, and a diagnostic report having the feature B does not require quality control. The characteristics of the report needing quality control can be determined by setting the quality control conditions, and the diagnosis report obtained by the quality control conditions is a target diagnosis report needing further quality control.
The target diagnosis report is obtained by screening the quality control conditions, namely the diagnosis report which needs to be subjected to quality control, and an experienced expert is needed to further recheck whether the diagnosis opinions in the target diagnosis report are wrong or not, judge whether the corresponding diagnosis opinions have problems or not, and whether the diagnosis opinions are agreed.
In one embodiment, the quality control conditions comprise positive keywords, negative spot check proportion and/or a preset list; the step of obtaining at least one diagnostic report to be determined as a target diagnostic report from the at least one diagnostic report to be determined according to a preset quality control condition further includes: and searching for a diagnosis report meeting at least one of the quality control conditions in at least one to-be-determined diagnosis report, and taking the searched diagnosis report as a target diagnosis report.
The positive keywords refer to words and phrases in the diagnosis report showing pathological conditions, such as cancer, sarcoma, etc., within the quality control range. If the diagnosis opinions contain the positive keywords, the diagnosis report determines a serious disease, and the corresponding diagnosis report needs further quality control, so that the error diagnosis of the serious disease is avoided.
The negative spot check proportion is the proportion of the diagnosis report of the random spot check to the total number of the diagnosis reports, and can be 10%, for example, or the diagnosis report of a certain proportion of the random spot check. If the diagnostic opinions do not contain the positive keywords, the diagnostic report is determined that no serious diseases appear, however, the diseases can not be diagnosed due to insufficient experience or misoperation, so that the corresponding diagnostic report needs to be further controlled, and the accurate diagnosis of serious diseases is avoided.
The preset list is a list of doctors who issue diagnosis reports, some doctors have the problem of special diagnosis and may make a mistake in the diagnosis of some serious diseases, which results in the wrong diagnosis of the serious diseases, and the diagnosis reports corresponding to the doctors in the preset list need to be further quality-controlled, so that the wrong diagnosis of the serious diseases is avoided.
In the diagnostic report to be determined, the diagnostic report corresponding to at least one quality control condition is searched as a target diagnostic report, that is, the diagnostic report can be retrieved when meeting one quality control condition, thereby ensuring the comprehensiveness of the retrieval of the diagnostic report.
In other embodiments, the number of the quality control conditions that need to be satisfied may be set arbitrarily according to the application scenario.
Generally, if a word such as "cancer not found" appears in the diagnostic opinions of the diagnostic reports, it indicates that the diagnostic reports do not confirm a serious disease, and the diagnostic reports do not need to be controlled. Therefore, in this embodiment, it is also necessary to search for a report that false positive data may occur using a positive keyword (for example, cancer) and to extract a report corresponding to the false positive data from a report that requires quality control. That is, in the quality control conditions, certain screening conditions are also required to be set to exclude these diagnostic reports.
In one embodiment, the quality control conditions further comprise at least one screening condition, the screening condition comprising: not including the preset screening keywords; after the step of searching for a diagnostic report satisfying at least one of the quality control conditions, the method further comprises: and deleting the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords, and taking the deleted diagnosis report as a target diagnosis report.
Specifically, the screening condition is reversed, and the diagnostic report including the preset screening keyword needs to be removed, that is, the diagnostic report including the screening keyword in the diagnostic report corresponding to the positive keyword is removed.
In one embodiment, the screening condition is a preset screening keyword, and is a quality control condition mainly used for eliminating a false positive diagnosis report retrieved by a positive keyword, for example, the screening keyword may be a word without cancer, tumor or malignancy. And deleting the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords in the quality control conditions, and taking the diagnosis report left after deleting the diagnosis report corresponding to the screening keyword as a target diagnosis report, so that the screening accuracy of the diagnosis report is improved.
The positive keywords and the negative spot check proportion are used for comprehensively searching and spot checking at least one diagnostic report to be determined. The preset list is for doctors who issue diagnosis reports, and doctors may have problems of specialized diagnosis and may have diagnosis errors in some disease categories. To avoid loss of diagnosis errors, some doctors should review and verify their corresponding diagnosis reports.
In another embodiment, doctors with different qualifications have different accuracies, or hospitals or diseases, and different quality control conditions can be set for different application scenarios, so that on the premise of ensuring accuracy, workload is further reduced, and efficiency is improved.
In one embodiment, the step of obtaining at least one diagnostic report to be determined from the at least one diagnostic report to be determined as a target diagnostic report according to a preset quality control condition further includes: acquiring quality control sub-conditions corresponding to different doctors in the quality control conditions; and searching a diagnosis report meeting the quality control sub-condition corresponding to the doctor as a target diagnosis report aiming at the diagnosis reports corresponding to different doctors in the to-be-determined diagnosis reports.
The quality control sub-condition is a retrieval condition for retrieving a part or all of the determined diagnosis reports of a certain doctor, and the quality control sub-condition can be a positive keyword, a negative spot check proportion and the like. Doctors may have some disease types with diagnosis problems, and therefore, the quality control of the diagnosis report corresponding to the specific disease type of the doctor is required. For inexperienced physicians, it is necessary to have control over the entire diagnostic report for that physician. Therefore, a part of or all diagnosis reports corresponding to a certain doctor are determined first, and then the diagnosis report corresponding to the quality control sub-condition is retrieved from the diagnosis report to be determined. The diagnosis report is searched according to the doctor condition, so that the comprehensiveness and the accuracy of the searched diagnosis report are improved.
Step S106, obtaining the diagnosis data corresponding to the target diagnosis report, wherein the diagnosis data at least comprises diagnosis opinions.
Specifically, the diagnosis data refers to the contents of the disease condition in the diagnosis report, and at least includes the diagnosis opinions. May include textual descriptions of the tissue or specimen, scanned images of the tissue or specimen, as shown in fig. 2. And the system can also comprise storage position information of the tissue or the sample, and the tissue or the sample is obtained according to the position information for rechecking and verification.
In one embodiment, a quality control list can be generated according to the diagnostic data corresponding to the target diagnostic report, and the diagnostic data is represented by the quality control list in a table form, so that the diagnostic data of the target diagnostic report can be displayed more intuitively.
And step S108, respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report.
Specifically, the quality control opinion is a diagnostic opinion obtained by rechecking and verifying diagnostic data in a target diagnostic report. The quality control opinions are the result of the review made aiming at the target diagnosis report, and the content of the quality control opinions needs to be specified so as to accurately express the review result of the target diagnosis report. Wherein the quality control opinion comprises at least one of a quality control conclusion, a re-diagnosis result and/or a quality control abnormality analysis.
The quality control result is the final quality control result generated according to the diagnosis opinions. And respectively rechecking and verifying the diagnostic data of each target diagnostic report, giving a quality control opinion, and respectively generating a quality control result corresponding to each target diagnostic report.
The quality control conclusion refers to whether the diagnosis opinions of the target diagnosis report are agreed. The result of the double diagnosis refers to the diagnostic opinion given again to the target diagnostic report. The quality control abnormal analysis refers to the analysis of error reasons made on the result of the repeated diagnosis and the original diagnosis opinions, so that a diagnosis report doctor learns and improves according to the quality control abnormal analysis. The content of the quality control opinions is regulated so as to accurately express the rechecking result of the target diagnosis report and ensure the rationality of the content of the quality control opinions.
Under the condition that the quality control conclusion is abnormal, the information of the diagnosis report with unqualified quality control can be notified to the doctor corresponding to the target diagnosis report, so that the doctor can be helped to quickly obtain the quality control result and improve the quality control result in time.
In one embodiment, the quality control conclusion is obtained and comprises approval diagnosis opinions or disapproval diagnosis opinions; and under the condition that the quality control conclusion is that the diagnosis opinions are not approved, acquiring a target diagnosis report corresponding to the quality control opinions, and sending the diagnosis opinions to doctors corresponding to the target diagnosis report.
The doctor corresponding to the target diagnosis report is the doctor who issues the target diagnosis report. And under the condition that the quality control conclusion is that the diagnosis opinions are not agreed, the diagnosis opinions can be sent to doctors corresponding to the target diagnosis report through a system notification function of short messages and mails. And under the condition that the quality control conclusion is that the diagnosis opinions are agreed, the doctor corresponding to the target diagnosis report can not be informed, and the doctor corresponding to the target diagnosis report can be informed that the doctor can make a normal return visit. And informing the corresponding pathological doctors of the quality control result to help the pathological doctors to quickly obtain the quality control result and improve the quality control result in time.
The diagnosis opinions and the diagnosis results are made for a certain target diagnosis report, and if the quality control condition is needed to be known, the diagnosis opinions or the diagnosis results can be counted.
In one embodiment, a corresponding quality control report is generated according to a quality control result of the at least one target diagnosis report, and the quality control report includes at least one of the number of diagnosis reports, the number of diagnosis abnormal opinion reports, and/or diagnosis reports for diagnosis abnormal opinion of a preset list.
The quality control report is data for counting all or part of the quality control results, wherein the quality control results in a certain time period can be counted, the quality control results in a periodic time can be counted, all the quality control results can be counted, and the quality control results in a certain time period, a certain period or all the quality control results can be counted for some doctors. The number of diagnosis reports is the number of diagnosis reports searched and retested. The report number of the abnormal diagnosis opinions means the number of target diagnosis reports different in quality control opinions and diagnosis opinions in the target diagnosis reports. The diagnosis report of abnormal diagnosis opinions aiming at the preset list refers to a target diagnosis report of which the diagnosis opinions aiming at a specific doctor are different from the quality control opinions. The data of quality control work can be accurately and quickly counted by generating the quality control report, so that the condition of quality control is reflected.
In one embodiment, if the ratio of the number of abnormal diagnostic reports to the total number of target diagnostic reports is greater than a certain ratio, for example, 80%, the negative spot check ratio in the quality control condition is increased, for example, the negative spot check ratio is increased from 10% to 15%. The quality control conditions are modified so that the number of retrieved diagnostic reports is a reasonable number.
As shown in fig. 3, in one embodiment, there is provided a quality control device for diagnostic reporting, the device comprising:
a first obtaining module 302, configured to obtain at least one diagnostic report to be determined;
a determining module 304, configured to obtain at least one diagnostic report to be determined from the at least one diagnostic report to be determined as a target diagnostic report according to a preset quality control condition;
a second obtaining module 306, configured to obtain diagnostic data corresponding to the target diagnostic report, where the diagnostic data at least includes a diagnostic opinion;
and the quality control module 308 is configured to obtain quality control opinions input for the diagnostic data, and generate a quality control result corresponding to the at least one target diagnostic report.
In one embodiment, the quality control module 308 further comprises: and the opinion acquisition unit is used for acquiring the quality control opinion, and the quality control opinion comprises at least one of a quality control conclusion, a re-diagnosis result and/or quality control abnormity analysis.
As shown in fig. 4, in one embodiment, the apparatus further comprises: the report generating module 309 is configured to generate a quality control report according to the quality control result of the at least one target diagnosis report, where the quality control report includes at least one of the number of quality control reports, the number of diagnosis comment exception reports, and/or diagnosis reports for diagnosis comment exceptions of a preset list.
As shown in fig. 5, in an embodiment, the quality control condition includes a positive keyword, a negative spot check proportion, and/or a preset list; the determining module 304 further comprises: and the retrieval unit is used for searching the diagnosis report meeting at least one of the quality control conditions in at least one to-be-determined diagnosis report and taking the searched diagnosis report as a target diagnosis report.
In one embodiment, the quality control conditions further comprise at least one screening condition, the screening condition comprising: not including the preset screening keywords; the retrieval unit further includes: and a removal subunit configured to delete the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords, and use the deleted diagnosis report as a target diagnosis report.
As shown in fig. 5, in one embodiment, the determining module 304 further comprises: a sub-condition acquisition unit for acquiring quality control sub-conditions corresponding to different doctors among the quality control conditions; and the sub-condition retrieval unit is used for searching a diagnosis report meeting the quality control sub-condition corresponding to the doctor as a target diagnosis report aiming at the diagnosis reports corresponding to different doctors in the to-be-determined diagnosis reports.
As shown in fig. 6, in one embodiment, the quality control module 308 further includes: a conclusion obtaining unit, configured to obtain the quality control conclusion, where the quality control conclusion includes agreement or disagreement with the diagnosis opinion; and the notification unit is used for acquiring a target diagnosis report corresponding to the quality control opinion under the condition that the quality control conclusion is that the diagnosis opinion is not approved, and sending the diagnosis opinion to a doctor corresponding to the target diagnosis report.
FIG. 7 is a diagram illustrating an internal structure of a computer device in one embodiment. The computer device may specifically be a terminal, and may also be a server. As shown in fig. 7, the computer device includes a processor, a memory, and a network interface connected by a system bus. Wherein the memory includes a non-volatile storage medium and an internal memory. The non-volatile storage medium of the computer device stores an operating system and may also store a computer program that, when executed by the processor, causes the processor to implement a quality control method for diagnostic reporting. The internal memory may also have stored therein a computer program that, when executed by the processor, causes the processor to perform a quality control method for the diagnostic report. Those skilled in the art will appreciate that the architecture shown in fig. 7 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is proposed, comprising a memory and a processor, the memory storing a computer program which, when executed by the processor, causes the processor to perform the steps of: acquiring at least one diagnostic report to be determined; acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report; acquiring diagnostic data corresponding to the target diagnostic report, wherein the diagnostic data at least comprises diagnostic opinions; and respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report.
In one embodiment, the step of separately obtaining quality control opinions input on the diagnostic data further comprises: and acquiring the quality control opinion, wherein the quality control opinion comprises at least one of a quality control conclusion, a re-diagnosis result and/or quality control abnormity analysis.
In one embodiment, after the step of generating the quality control result corresponding to the at least one target diagnosis report, the method further includes: and generating a quality control report according to a quality control result of the at least one target diagnosis report, wherein the quality control report comprises at least one of the quantity of quality control reports, the quantity of diagnosis abnormal opinion reports and/or diagnosis reports aiming at diagnosis abnormal opinion of a preset list.
In one embodiment, the quality control conditions comprise positive keywords, negative spot check proportion and/or a preset list; the step of obtaining at least one diagnostic report to be determined as a target diagnostic report from the at least one diagnostic report to be determined according to a preset quality control condition further includes: and searching for a diagnosis report meeting at least one of the quality control conditions in at least one to-be-determined diagnosis report, and taking the searched diagnosis report as a target diagnosis report.
In one embodiment, the quality control conditions further comprise at least one screening condition, the screening condition comprising: not including the preset screening keywords; after the step of searching for a diagnostic report satisfying at least one of the quality control conditions, the method further comprises: and deleting the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords, and taking the deleted diagnosis report as a target diagnosis report.
In one embodiment, the step of obtaining at least one diagnostic report to be determined from the at least one diagnostic report to be determined as a target diagnostic report according to a preset quality control condition further includes: acquiring quality control sub-conditions corresponding to different doctors in the quality control conditions; and searching a diagnosis report meeting the quality control sub-condition corresponding to the doctor as a target diagnosis report aiming at the diagnosis reports corresponding to different doctors in the to-be-determined diagnosis reports.
In one embodiment, after the step of obtaining the quality control opinion, the method further includes: obtaining the quality control conclusion, wherein the quality control conclusion comprises approval diagnosis opinions or disapproval diagnosis opinions; and under the condition that the quality control conclusion is that the diagnosis opinions are not approved, acquiring a target diagnosis report corresponding to the quality control opinions, and sending the diagnosis opinions to doctors corresponding to the target diagnosis report.
In one embodiment, a computer-readable storage medium is proposed, in which a computer program is stored which, when executed by a processor, causes the processor to carry out the steps of: acquiring at least one diagnostic report to be determined; acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report; acquiring diagnostic data corresponding to the target diagnostic report, wherein the diagnostic data at least comprises diagnostic opinions; and respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report.
In one embodiment, the step of separately obtaining quality control opinions input on the diagnostic data further comprises: and acquiring the quality control opinion, wherein the quality control opinion comprises at least one of a quality control conclusion, a re-diagnosis result and/or quality control abnormity analysis.
In one embodiment, after the step of generating the quality control result corresponding to the at least one target diagnosis report, the method further includes: and generating a quality control report according to a quality control result of the at least one target diagnosis report, wherein the quality control report comprises at least one of the quantity of quality control reports, the quantity of diagnosis abnormal opinion reports and/or diagnosis reports aiming at diagnosis abnormal opinion of a preset list.
In one embodiment, the quality control conditions comprise positive keywords, negative spot check proportion and/or a preset list; the step of obtaining at least one diagnostic report to be determined as a target diagnostic report from the at least one diagnostic report to be determined according to a preset quality control condition further includes: and searching for a diagnosis report meeting at least one of the quality control conditions in at least one to-be-determined diagnosis report, and taking the searched diagnosis report as a target diagnosis report.
In one embodiment, the quality control conditions further comprise at least one screening condition, the screening condition comprising: not including the preset screening keywords; after the step of searching for a diagnostic report satisfying at least one of the quality control conditions, the method further comprises: and deleting the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords, and taking the deleted diagnosis report as a target diagnosis report.
In one embodiment, the step of obtaining at least one diagnostic report to be determined from the at least one diagnostic report to be determined as a target diagnostic report according to a preset quality control condition further includes: acquiring quality control sub-conditions corresponding to different doctors in the quality control conditions; and searching a diagnosis report meeting the quality control sub-condition corresponding to the doctor as a target diagnosis report aiming at the diagnosis reports corresponding to different doctors in the to-be-determined diagnosis reports.
In one embodiment, after the step of obtaining the quality control opinion, the method further includes: obtaining the quality control conclusion, wherein the quality control conclusion comprises approval diagnosis opinions or disapproval diagnosis opinions; and under the condition that the quality control conclusion is that the diagnosis opinions are not approved, acquiring a target diagnosis report corresponding to the quality control opinions, and sending the diagnosis opinions to doctors corresponding to the target diagnosis report.
By adopting the quality control method, the quality control device, the equipment and the storage medium of the diagnosis report, at least one diagnosis report to be determined is screened from at least one diagnosis report to be determined as a target diagnosis report according to a preset quality control condition for the diagnosis report to be determined which needs to be subjected to quality control; after the target diagnosis report is obtained, acquiring diagnosis data corresponding to the target diagnosis report, wherein the diagnosis data comprises diagnosis opinions; and finally, respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to at least one target diagnosis report. The quality control method, the quality control device, the quality control equipment and the storage medium of the diagnosis report automatically screen the diagnosis report based on the quality control condition, accurately acquire the target diagnosis report needing quality control, and generate a quality control result after acquiring the quality control opinion, thereby realizing the quality control of the diagnosis report. That is to say, by adopting the method and the device, the diagnosis report needing quality control is automatically screened according to the quality control conditions in the quality control process, so that the omission of the diagnosis report possibly caused by manual selection is avoided, the pertinence of the quality control of the diagnosis report is improved, and the accuracy of the diagnosis report is further improved.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program, which can be stored in a non-volatile computer-readable storage medium, and can include the processes of the embodiments of the methods described above when the program is executed. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory, among others. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the present application. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims. Please enter the implementation content part.
Claims (10)
1. A method for quality control of a diagnostic report, the method comprising:
acquiring at least one diagnostic report to be determined;
acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report;
acquiring diagnostic data corresponding to the target diagnostic report, wherein the diagnostic data at least comprises diagnostic opinions;
and respectively acquiring quality control opinions input aiming at the diagnosis data, and generating a quality control result corresponding to the at least one target diagnosis report.
2. The method of claim 1, wherein the step of separately obtaining quality control opinions input with respect to the diagnostic data further comprises:
and acquiring the quality control opinion, wherein the quality control opinion comprises at least one of a quality control conclusion, a re-diagnosis result and/or quality control abnormity analysis.
3. The method of claim 1, wherein the step of generating a quality control result corresponding to the at least one target diagnostic report is followed by:
and generating a quality control report according to a quality control result of the at least one target diagnosis report, wherein the quality control report comprises at least one of the quantity of quality control reports, the quantity of diagnosis abnormal opinion reports and/or diagnosis reports aiming at diagnosis abnormal opinion of a preset list.
4. The method of claim 1, wherein the quality control conditions comprise positive keywords, negative spot check proportion and/or a preset list;
the step of obtaining at least one diagnostic report to be determined as a target diagnostic report from the at least one diagnostic report to be determined according to a preset quality control condition further includes:
and searching for a diagnosis report meeting at least one of the quality control conditions in at least one to-be-determined diagnosis report, and taking the searched diagnosis report as a target diagnosis report.
5. The method of claim 4, wherein the quality control conditions further comprise at least one screening condition, the screening condition comprising: not including the preset screening keywords;
after the step of searching for a diagnostic report satisfying at least one of the quality control conditions, the method further comprises:
and deleting the diagnosis report corresponding to the screening keyword from the diagnosis reports corresponding to the positive keywords, and taking the deleted diagnosis report as a target diagnosis report.
6. The method according to claim 1, wherein the step of obtaining at least one diagnostic report to be determined from the at least one diagnostic report to be determined as a target diagnostic report according to a preset quality control condition further comprises:
acquiring quality control sub-conditions corresponding to different doctors in the quality control conditions;
and searching a diagnosis report meeting the quality control sub-condition corresponding to the doctor as a target diagnosis report aiming at the diagnosis reports corresponding to different doctors in the to-be-determined diagnosis reports.
7. The method according to claim 2, wherein the step of obtaining the quality control opinion is followed by the step of:
obtaining the quality control conclusion, wherein the quality control conclusion comprises approval diagnosis opinions or disapproval diagnosis opinions;
and under the condition that the quality control conclusion is that the diagnosis opinions are not approved, acquiring a target diagnosis report corresponding to the quality control opinions, and sending the diagnosis opinions to doctors corresponding to the target diagnosis report.
8. A quality control apparatus for diagnostic reporting, the apparatus comprising:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring at least one diagnostic report to be determined;
the determining module is used for acquiring at least one diagnostic report to be determined from the at least one diagnostic report to be determined according to a preset quality control condition to serve as a target diagnostic report;
a second obtaining module, configured to obtain diagnostic data corresponding to the target diagnostic report, where the diagnostic data at least includes a diagnostic opinion;
and the quality control module is used for respectively acquiring quality control opinions input aiming at the diagnosis data and generating a quality control result corresponding to the at least one target diagnosis report.
9. A computer-readable storage medium, storing a computer program which, when executed by a processor, causes the processor to carry out the steps of the method according to any one of claims 1 to 7.
10. A computer device comprising a memory and a processor, the memory storing a computer program that, when executed by the processor, causes the processor to perform the steps of the method according to any one of claims 1 to 7.
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