CN113113118A - Remote film reading system and method - Google Patents
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Abstract
The invention provides a remote film reading system and a remote film reading method, which relate to the technical field of remote medical treatment and comprise the following steps: the image scanning device is used for scanning to obtain image data of the patient; the remote film reading platform is used for carrying out part identification on the image data to obtain a scanned part related to the image data; performing focus marking on the image data according to an artificial intelligence model of the associated scanned part obtained by pre-training and giving a pre-reading result; issuing the image data marked by the focus and the pre-reading result to all remote reading medical terminals associated with the corresponding scanned part for preempting reading; the remote film reading doctor end which successfully seizes film reading gives out a film reading result of a doctor according to the image data marked by the focus and the film reading result; and auditing the result of the medical examination, generating an examination report according to the result of the examination, and outputting the examination report. The medical film reading report acquisition system has the advantages that the film reading report of the remote doctor can be acquired without limitation to regions, medical resources are effectively saved, and the film reading efficiency and accuracy of the remote doctor are effectively improved.
Description
Technical Field
The invention relates to the technical field of telemedicine, in particular to a remote film reading system and a remote film reading method.
Background
With the change of modern environment and national life style, the demand of the nation on medical systems and medical resources is more and more urgent. However, the distribution of medical resources in China is still quite unbalanced at present, the professional level of doctors in hospitals is quite obviously different with different regions, and important physiological parameters of patients and the analysis and judgment of critical conditions are often not mastered by village and town hospitals or doctors with insufficient professional ability, so that a large number of patients tend to go to a grade hospital to see a doctor no matter the condition of the patient is serious or urgent, and the waste of medical resources is caused to a certain extent. In addition, because of the gathering of high-quality medical resources, the number of patients in primary hospitals is small, and the number of patients in the third hospital is often difficult to be obtained, so that the situation of misdiagnosis and missed diagnosis is difficult to avoid after the imaging department doctor faces huge workload and huge working intensity for a long time.
Disclosure of Invention
Aiming at the problems in the prior art, the invention provides a remote film reading system, which comprises:
the image scanning device is used for scanning to obtain image data of the patient and outputting the image data;
the long-distance film reading platform is respectively connected with the image scanning equipment and at least one long-distance film reading doctor end, and the long-distance film reading platform comprises:
the part identification module is used for receiving the image data and carrying out part identification on the image data to obtain a scanned part related to the image data;
the pre-film reading module is connected with the part identification module and used for marking the focus of the image data according to an artificial intelligent model which is obtained by pre-training and is related to the scanned part and giving a pre-film reading result;
the data storage module is used for storing the corresponding relation between each remote film-reading doctor end and the scanning part which can be used for reading the film, which is obtained in advance;
the data publishing module is respectively connected with the pre-film reading module and the data storage module and is used for publishing the image data marked by the lesions and the pre-film reading result to all the remote film reading doctor terminals associated with the corresponding scanning part so that each remote film reading doctor terminal can seize the film reading;
the remote film reading doctor end which successfully seizes film reading gives out a doctor film reading result according to the image data marked by the focus and the film reading result;
and the report auditing module is connected with the pre-reading module and is used for auditing the reading result of the doctor according to the pre-reading result, generating a reading report according to the auditing result and outputting the reading report.
Preferably, the data publishing module includes:
the request receiving unit is used for receiving the film reading requests given by each remote film reading doctor end according to the image data marked by the focuses and the pre-film reading results, extracting the film reading requests with the earliest request giving time and adding the extracted requests into a request list;
the request distribution unit is connected with the request receiving unit and is used for distributing the image data marked by the focuses and the pre-radiographing results to the corresponding remote radiographing doctor end for radiographing when the number of radiographing requests in the request list is only one;
the evaluation storage unit is used for storing a historical slide reading evaluation list of each remote slide reading doctor end, which is obtained by statistics in advance;
and the request scheduling unit is respectively connected with the request receiving unit and the evaluation storage unit and is used for extracting the sequence of the remote radiographing doctor end corresponding to each radiographing request in the historical radiographing evaluation list when the number of radiographing requests in the request list is more than one, and distributing the image data marked by the focus and the pre-radiographing result to the remote radiographing doctor end with the most front sequence for radiographing.
Preferably, the data publishing module further includes an evaluation statistical unit connected to the evaluation storage unit, and the evaluation statistical unit includes:
the statistics subunit is used for carrying out statistics on the reading accuracy and the report issuing speed of each remote reading doctor end in real time;
and the sequencing subunit is connected with the counting subunit and is used for sequencing the remote radiographing doctor terminals according to the radiographing accuracy from high to low, and sequencing the remote radiographing doctor terminals according to the report issuing speed from high to low when the radiographing accuracy is the same to form the historical radiographing evaluation list.
Preferably, the system further comprises at least one audit doctor end connected to the remote radiographing platform, and the report audit module comprises:
a result initial examination unit, which is used for comparing the pre-reading result with the doctor reading result and outputting the doctor reading result as the examination result when the pre-reading result is consistent with the doctor reading result,
when the pre-radiographing result is inconsistent with the doctor radiographing result, sending the pre-radiographing result and the doctor radiographing result to the auditing doctor end for final auditing, and receiving the final auditing result given by the auditing doctor end as the auditing result;
and the report generating unit is connected with the result initial examining unit and used for generating and outputting an examination report according to the examination result.
Preferably, the remote slide reading platform further comprises an qualification module connected to the data storage module, and the qualification module comprises:
the qualification evaluation unit is used for providing at least one question bank for each remote film reading doctor end to take an examination and carrying out film reading qualification evaluation according to an examination result;
and the relationship establishing unit is connected with the qualification evaluation unit and used for establishing the corresponding relationship between the remote film reading doctor end and the scanning part capable of reading the film when the film reading qualification evaluation result shows that the remote film reading doctor end has the film reading qualification, and storing the corresponding relationship to the data storage module.
The invention also provides a remote film reading method which is applied to the remote film reading system, wherein the remote film reading system is prestored with the corresponding relation between each remote film reading doctor end and the scanning part which can be used for reading the film;
the remote film reading method comprises the following steps:
step S1, scanning by the remote film reading system to obtain image data of the patient;
step S2, the remote film reading system carries out part identification on the image data to obtain a scanned part related to the image data;
step S3, the remote film reading system marks the focus of the image data according to the artificial intelligence model associated with the scanned part obtained by pre-training and gives a pre-film reading result;
step S4, the remote film reading system issues the image data marked by the focus and the pre-film reading result to all the remote film reading doctor ends associated with the corresponding scanning part, so that each remote film reading doctor end can seize the film reading;
the remote film reading doctor end which successfully seizes film reading gives out a doctor film reading result according to the image data marked by the focus and the film reading result;
and step S5, the remote film reading system audits the film reading result of the doctor according to the pre-film reading result, and generates and outputs a film reading report according to the audit result.
Preferably, the remote radiograph reading system stores a historical radiograph reading evaluation list of each remote radiograph reading doctor end, which is obtained through statistics in advance;
the step S4 includes:
step S41, the remote film reading system receives the film reading requests given by each remote film reading doctor end according to the image data marked by the focus and the pre-film reading results, extracts the film reading request with the earliest request giving time and adds the film reading request into a request list;
step S42, the remote slide reading system determines whether the number of slide reading requests in the request list is greater than one:
if not, go to step S43;
if yes, go to step S45;
step S43, the remote slide reading system determines whether the slide reading request quantity in the request list is one:
if yes, go to step S44;
if not, returning to the step S41;
step S44, the remote radiograph reading system distributes the image data marked by the focus and the radiograph reading result to the corresponding remote radiograph reading doctor end for radiograph reading, and then quits;
step S45, the remote radiograph reading system extracts the sequence of the remote radiograph reading doctor end corresponding to each radiograph reading request in the historical radiograph reading evaluation list, and distributes the image data marked by the focus and the pre-radiograph reading result to the remote radiograph reading doctor end closest to the sequence for radiograph reading.
Preferably, before executing the step S4, a history scoring evaluation list generating process is further included, including:
a1, the remote film reading platform counts the film reading accuracy and the report issuing speed of each remote film reading doctor end in real time;
and A2, sequencing the remote radiographing medical terminals by the remote radiographing platform according to the radiographing accuracy from high to low, and sequencing the remote radiographing medical terminals according to the report issuing speed from high to low when the radiographing accuracy is the same to form the historical radiographing evaluation list.
Preferably, the remote slide reading system further includes at least one reviewing doctor end, and the step S5 includes:
step S51, the remote film reading system compares the film reading result with the doctor film reading result, and judges whether the film reading result is consistent with the doctor film reading result:
if so, outputting the reading result of the doctor as the checking result,
if not, sending the pre-reading result and the doctor reading result to the auditing doctor end for final examination, and receiving the final examination result given by the auditing doctor end as the examination result to be output;
and step S52, the remote film reading system generates an audit report according to the audit result and outputs the audit report.
Preferably, before executing the step S1, a remote doctor qualification process is further included, including:
step B1, the remote film reading system provides at least one question bank for each remote film reading doctor end to take an examination, and carries out film reading qualification evaluation according to the examination result;
and step B2, when the evaluation result of the film reading qualification shows that the remote film reading doctor end has the film reading qualification, the remote film reading system establishes the corresponding relationship between the remote film reading doctor end and the scanning part which can be used for reading the film and stores the corresponding relationship.
The technical scheme has the following advantages or beneficial effects:
1) the film reading report of the remote doctor can be acquired without region limitation, and the patient can perform corresponding image examination in the primary hospital so as to acquire the remote film reading report of the grade hospital doctor, thereby effectively saving medical resources;
2) the method has the advantages that focus marking and pre-reading are carried out on image data based on an artificial intelligence model, so that on one hand, a remote doctor can be assisted in reading the film, the film reading efficiency of the remote doctor is effectively improved, and on the other hand, the method can be used as a preliminary examination standard of a doctor diagnosis result, and the accuracy of a film reading report is effectively improved;
3) the remote film reading doctor end reads the film by preempting the film reading mode, the film reading efficiency and the issuing speed of the film reading report are effectively improved, the film reading doctor end only can preempt the corresponding scanning part of the scanning part corresponding to the film reading, and the accuracy of the film reading result is ensured.
Drawings
FIG. 1 is a schematic diagram of a remote film reading system according to a preferred embodiment of the present invention;
FIG. 2 is a flow chart illustrating a remote film reading method according to a preferred embodiment of the present invention;
FIG. 3 is a flowchart illustrating a scheduling process of an interpretation request according to a preferred embodiment of the present invention;
FIG. 4 is a flow chart illustrating a history slide evaluation list generation process according to a preferred embodiment of the present invention;
FIG. 5 is a flow chart illustrating a report review process according to a preferred embodiment of the present invention;
FIG. 6 is a flow chart illustrating a remote physician qualification process according to a preferred embodiment of the present invention.
Detailed Description
The invention is described in detail below with reference to the figures and specific embodiments. The present invention is not limited to the embodiment, and other embodiments may be included in the scope of the present invention as long as the gist of the present invention is satisfied.
In view of the above problems in the prior art, there is now provided in a preferred embodiment of the present invention, a remote radiographing system, as shown in fig. 1, including:
at least one image scanning device 1 for scanning to obtain image data of a patient and outputting the image data;
the long-range piece platform 2 of going to connect image scanning equipment 1 and at least one long-range piece doctor end 3 of going to go to respectively, and long-range piece platform 2 of going to go to include:
the part identification module 21 is used for receiving the image data and carrying out part identification on the image data to obtain a scanned part related to the image data;
the pre-reading film module 22 is connected with the part recognition module 21 and used for marking the focus of the image data according to the artificial intelligence model of the associated scanned part obtained by pre-training and giving a pre-reading film result;
the data storage module 23 is used for storing the corresponding relationship between each remote film reading doctor end and the scanning part which can be used for reading the film, which is obtained in advance;
the data publishing module 24 is respectively connected with the pre-radiograph reading module 22 and the data storage module 23, and is used for publishing the image data marked by the lesions and the pre-radiograph reading result to all the remote radiograph reading doctor terminals associated with the corresponding scanned part so that each remote radiograph reading doctor terminal can seize radiograph reading;
the remote film reading doctor end which successfully seizes film reading gives out a film reading result of a doctor according to the image data marked by the focus and the film reading result;
and the report auditing module 25 is connected with the pre-reading module 22 and is used for auditing the reading result of the doctor according to the pre-reading result, generating a reading report according to the auditing result and outputting the reading report.
Specifically, in this embodiment, the image scanning device 1 includes, but is not limited to, an ultrasound image scanning device, a radiographic image scanning device, and a corresponding handheld mobile scanning device. After scanning to obtain the image data, in order to improve the film reading efficiency of a remote doctor, the system firstly performs preprocessing on the image data, including but not limited to identification of scanned parts, marking of a focus area and a film reading result given for the focus area. The identification of the scanned part, the marking of the lesion area and the giving of the pre-reading result can be obtained by processing based on different artificial intelligence models, and the specific implementation mode is not repeated herein.
Furthermore, because different doctors are different in adept reading part, based on the identification of the scanning part, the image data marked by the focus and the corresponding pre-reading result can be issued to the remote film reading doctor end with the film reading capability of the scanning part in a targeted manner to preempt the film reading, so that the issuing and film reading efficiency is improved, and meanwhile, the image data marked by the focus of the film reading and the corresponding pre-reading result are the image data marked by the scanning part and the pre-reading result which are adept by the remote film reading doctor end, so that the film reading efficiency of the remote film reading doctor end and the accuracy of the film reading result can be effectively improved.
Furthermore, after the corresponding remote film reading doctor end successfully seizes, the system sends the image data marked by the focus and the film reading result to the corresponding remote film reading doctor end, the remote film reading doctor end can provide a human-computer interaction interface, the image data marked by the focus can be checked in real time through the human-computer interaction interface, the film reading result obtained by processing the artificial intelligent model can be checked, and the film reading result can be calibrated or modified through the human-computer interaction interface to form a doctor diagnosis result. Further preferably, the remote radiographing doctor end can also provide a report preview port, so that the doctor can give a diagnosis result and then perform report preview to further confirm the diagnosis result. The remote film reading doctor end takes the image data and the film pre-reading result as assistance to read the film, so that the advantages of artificial intelligence, such as the advantages of image feature extraction and processing, are reasonably utilized, and the remote doctor can pay more attention to the focus marking area and does not depend on the pre-diagnosis result of the artificial intelligence when reading the film.
Preferably, the remote film-reading doctor end can also provide a report operation port, so that the remote doctor can check the historical film-reading report after giving out the film-reading result and forming the film-reading report, and can withdraw the film-reading report in time when the film-reading report is not referred to when a problem is found after the film-reading report is formed.
In a preferred embodiment of the present invention, the data publishing module 24 comprises:
the request receiving unit 241 is configured to receive a reading request given by each remote reading doctor end according to the image data marked by the lesion and the pre-reading result, and extract the reading request with the earliest request giving time to add into a request list;
a request distribution unit 242, connected to the request receiving unit 241, for distributing the image data marked by the lesion and the pre-radiographing result to the corresponding remote radiographing doctor end for radiographing when the number of radiographing requests in the request list is only one;
the evaluation storage unit 243 is used for storing a historical slide evaluation list of each remote slide medical end which is obtained through statistics in advance;
the request scheduling unit 244 is connected to the request receiving unit 241 and the evaluation storage unit 243, respectively, and is configured to extract, when the number of the radiographing requests in the request list is greater than one, the ranks of the remote radiographing doctor end corresponding to each radiographing request in the historical radiographing evaluation list, and allocate the image data after lesion marking and the pre-radiographing result to the remote radiographing doctor end closest to the ranks for radiographing.
Specifically, in this embodiment, through the request scheduling, when a plurality of remote radiograph reading medical terminals simultaneously give radiograph reading requests in the same second, the radiograph reading medical terminals can be distributed in time.
In a preferred embodiment of the present invention, the data publishing module 24 further includes an evaluation statistical unit 245 connected to the evaluation storage unit 243, and the evaluation statistical unit 245 includes:
the statistics subunit 2451 is used for performing statistics on the reading accuracy and the report issuing speed of each remote reading doctor end in real time;
the sorting subunit 2452 is connected to the statistics subunit 2451, and is configured to sort the remote slide reading medical terminals according to the slide reading accuracy from high to low, and when the slide reading accuracy is the same, sort the remote slide reading medical terminals according to the report issuing speed from high to low, so as to form a historical slide reading evaluation list.
Specifically, in the embodiment, when performing request scheduling, the interpretation accuracy is preferably taken as a primary consideration, and in the case of the same interpretation accuracy, the report issuing speed is taken as a primary consideration, so that the accuracy and timeliness of the finally given interpretation report are effectively ensured.
Preferably, for each remote radiographing doctor end, when the radiographing result given by the remote radiographing doctor end is inconsistent with the radiographing pre-result, judging whether the radiographing result given by the doctor end is consistent with the final examination result given by the examining doctor end, if not, counting once, taking the counting result as the report result error amount of each remote radiographing pre-judgment doctor end, and meanwhile, counting the total number of radiographing reading reports given by the remote radiographing doctor end, wherein the calculating formula of the radiographing accuracy rate is as follows:
preferably, the report issuing speed of each remote radiographing doctor end can be represented by the average report issuing time length of the remote radiographing doctor end, and the shorter the average report issuing time length is, the faster the report issuing speed is. Specifically, for each remote reading doctor end, the successful preempting reading time can be recorded at the time when the remote reading doctor end successfully preempts the reading, the report sending time can be recorded at the time when the remote reading doctor end gives the reading report, the report issuing time can be obtained by processing according to the successful preempting reading time and the report sending time, meanwhile, the total number of the reading reports given by each remote reading doctor end is obtained by statistics, and then the average report issuing time length is calculated by the following formula:
in a preferred embodiment of the present invention, the system further includes at least one review doctor end 4 connected to the remote radiographing platform 2, and the report auditing module 25 includes:
a result initial examination unit 251, configured to compare the pre-reading result with the doctor reading result, and output the doctor reading result as an examination result when the pre-reading result is consistent with the doctor reading result,
when the pre-radiographing result is inconsistent with the radiographing result of the doctor, the pre-radiographing result and the radiographing result of the doctor are sent to an auditing doctor end for final auditing, and the final auditing result given by the auditing doctor end is received as an auditing result;
and the report generating unit 252 is connected to the result initial examining unit 251, and is configured to generate and output an audit report according to the audit result.
Specifically, in this embodiment, since the pre-radiographing result is a processing result of the artificial intelligent model, the pre-radiographing result has a certain accuracy limit while having corresponding data processing advantages, and the pre-radiographing result is used as a preliminary examination standard of the radiographing result of the doctor, so that misdiagnosis and missed diagnosis of the remote doctor can be effectively avoided.
In a preferred embodiment of the present invention, the remote radiographing platform 2 further comprises a qualification module 26 connected to the data storage module 23, and the qualification module 26 comprises:
the qualification unit 261 is used for providing at least one question bank for each remote reading doctor to perform examination and performing reading qualification according to the examination result;
the relationship establishing unit 262 is connected to the qualification evaluation unit 261, and is configured to establish a corresponding relationship between the remote radiograph reading medical terminal and the scanning part capable of radiograph reading when the radiograph reading qualification evaluation result indicates that the remote radiograph reading medical terminal has radiograph reading qualification, and store the corresponding relationship to the data storage module 23.
The invention also provides a remote film reading method which is applied to the remote film reading system, wherein the remote film reading system is prestored with the corresponding relation between each remote film reading doctor end and the scanning part capable of reading the film;
as shown in fig. 2, the remote film reading method includes:
step S1, scanning by the remote film reading system to obtain the image data of the patient;
step S2, the remote film reading system carries out part identification on the image data to obtain a scanned part related to the image data;
step S3, the remote film reading system marks the focus of the image data according to the artificial intelligence model of the associated scanned part obtained by pre-training and gives a film reading result;
step S4, the remote film reading system issues the image data marked by the focus and the pre-film reading result to all remote film reading medical terminals associated with the corresponding scanned part, so that each remote film reading medical terminal can seize the film reading;
the remote film reading doctor end which successfully seizes film reading gives out a film reading result of a doctor according to the image data marked by the focus and the film reading result;
and step S5, the remote film reading system audits the film reading result of the doctor according to the pre-film reading result, and generates and outputs a film reading report according to the audit result.
In a preferred embodiment of the invention, a history radiograph reading evaluation list of each remote radiograph reading doctor end, which is obtained by statistics in advance, is stored in the remote radiograph reading system;
as shown in fig. 3, step S4 includes:
step S41, the remote slide reading system receives slide reading requests given by each remote slide reading doctor end according to the image data after the lesion marking and the slide reading results, extracts the slide reading request with the earliest request giving time and adds the slide reading request into a request list;
in step S42, the remote slide reading system determines whether the number of slide reading requests in the request list is greater than one:
if not, go to step S43;
if yes, go to step S45;
in step S43, the remote slide reading system determines whether the number of slide reading requests in the request list is one:
if yes, go to step S44;
if not, returning to the step S41;
step S44, the remote film reading system distributes the image data marked by the focus and the pre-reading result to the corresponding remote film reading doctor end for film reading, and then quits;
and step S45, the remote film reading system extracts the sequence of the remote film reading doctor end corresponding to each film reading request in the historical film reading evaluation list, and distributes the image data marked by the focus and the pre-film reading result to the remote film reading doctor end with the most front sequence for film reading.
In a preferred embodiment of the present invention, before executing step S4, a history slide evaluation list generation process is further included, as shown in fig. 4, including:
a1, the remote film reading platform counts the film reading accuracy and the report issuing speed of each remote film reading doctor end in real time;
and step A2, the remote slide reading platform sorts the remote slide reading medical terminals according to the slide reading accuracy from high to low, and sorts the remote slide reading medical terminals according to the report issuing speed from high to low when the slide reading accuracy is the same, so as to form a historical slide reading evaluation list.
In a preferred embodiment of the present invention, the remote radiographing system further includes at least one reviewing physician end, as shown in fig. 5, step S5 includes:
step S51, the remote film reading system compares the film reading result with the doctor film reading result, and judges whether the film reading result is consistent with the doctor film reading result:
if so, outputting the reading result of the doctor as an auditing result,
if not, sending the pre-reading result and the doctor reading result to an auditing doctor end for final auditing, and receiving the final auditing result given by the auditing doctor end as the auditing result to be output;
and step S52, the remote film reading system generates an audit report according to the audit result and outputs the audit report.
In a preferred embodiment of the present invention, before executing step S1, a remote doctor qualification process is further included, as shown in fig. 6, including:
step B1, the remote film reading system provides at least one question bank for each remote film reading doctor end to take an examination, and carries out film reading qualification evaluation according to the examination result;
and step B2, when the evaluation result of the film reading qualification shows that the remote film reading doctor end has the film reading qualification, the remote film reading system establishes the corresponding relation between the remote film reading doctor end and the scanning part which can be scanned for film reading and stores the corresponding relation.
While the invention has been described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention.
Claims (10)
1. A remote slide viewing system, comprising:
the image scanning device is used for scanning to obtain image data of the patient and outputting the image data;
the long-distance film reading platform is respectively connected with the image scanning equipment and at least one long-distance film reading doctor end, and the long-distance film reading platform comprises:
the part identification module is used for receiving the image data and carrying out part identification on the image data to obtain a scanned part related to the image data;
the pre-film reading module is connected with the part identification module and used for marking the focus of the image data according to an artificial intelligent model which is obtained by pre-training and is related to the scanned part and giving a pre-film reading result;
the data storage module is used for storing the corresponding relation between each remote film-reading doctor end and the scanning part which can be used for reading the film, which is obtained in advance;
the data publishing module is respectively connected with the pre-film reading module and the data storage module and is used for publishing the image data marked by the lesions and the pre-film reading result to all the remote film reading doctor terminals associated with the corresponding scanning part so that each remote film reading doctor terminal can seize the film reading;
the remote film reading doctor end which successfully seizes film reading gives out a doctor film reading result according to the image data marked by the focus and the film reading result;
and the report auditing module is connected with the pre-reading module and is used for auditing the reading result of the doctor according to the pre-reading result, generating a reading report according to the auditing result and outputting the reading report.
2. The remote slide viewing system of claim 1, wherein the data publishing module comprises:
the request receiving unit is used for receiving the film reading requests given by each remote film reading doctor end according to the image data marked by the focuses and the pre-film reading results, extracting the film reading requests with the earliest request giving time and adding the extracted requests into a request list;
the request distribution unit is connected with the request receiving unit and is used for distributing the image data marked by the focuses and the pre-radiographing results to the corresponding remote radiographing doctor end for radiographing when the number of radiographing requests in the request list is only one;
the evaluation storage unit is used for storing a historical slide reading evaluation list of each remote slide reading doctor end, which is obtained by statistics in advance;
and the request scheduling unit is respectively connected with the request receiving unit and the evaluation storage unit and is used for extracting the sequence of the remote radiographing doctor end corresponding to each radiographing request in the historical radiographing evaluation list when the number of radiographing requests in the request list is more than one, and distributing the image data marked by the focus and the pre-radiographing result to the remote radiographing doctor end with the most front sequence for radiographing.
3. The remote film reading system of claim 2, wherein the data publishing module further comprises an evaluation statistical unit connected to the evaluation storage unit, and the evaluation statistical unit comprises:
the statistics subunit is used for carrying out statistics on the reading accuracy and the report issuing speed of each remote reading doctor end in real time;
and the sequencing subunit is connected with the counting subunit and is used for sequencing the remote radiographing doctor terminals according to the radiographing accuracy from high to low, and sequencing the remote radiographing doctor terminals according to the report issuing speed from high to low when the radiographing accuracy is the same to form the historical radiographing evaluation list.
4. The remote radiograph reading system of claim 1, further comprising at least one reviewing physician end connected to the remote radiograph reading platform, wherein the report auditing module comprises:
a result initial examination unit, which is used for comparing the pre-reading result with the doctor reading result and outputting the doctor reading result as the examination result when the pre-reading result is consistent with the doctor reading result,
when the pre-radiographing result is inconsistent with the doctor radiographing result, sending the pre-radiographing result and the doctor radiographing result to the auditing doctor end for final auditing, and receiving the final auditing result given by the auditing doctor end as the auditing result;
and the report generating unit is connected with the result initial examining unit and used for generating and outputting an examination report according to the examination result.
5. The remote radiograph reading system of claim 1, wherein the remote radiograph reading platform further comprises an qualification module connected with the data storage module, the qualification module comprises:
the qualification evaluation unit is used for providing at least one question bank for each remote film reading doctor end to take an examination and carrying out film reading qualification evaluation according to an examination result;
and the relationship establishing unit is connected with the qualification evaluation unit and used for establishing the corresponding relationship between the remote film reading doctor end and the scanning part capable of reading the film when the film reading qualification evaluation result shows that the remote film reading doctor end has the film reading qualification, and storing the corresponding relationship to the data storage module.
6. The remote film reading method is applied to the remote film reading system as claimed in any one of claims 1 to 5, wherein the remote film reading system stores in advance the corresponding relationship between each remote film reading doctor end and the scanning part capable of reading the film;
the remote film reading method comprises the following steps:
step S1, scanning by the remote film reading system to obtain image data of the patient;
step S2, the remote film reading system carries out part identification on the image data to obtain a scanned part related to the image data;
step S3, the remote film reading system marks the focus of the image data according to the artificial intelligence model associated with the scanned part obtained by pre-training and gives a pre-film reading result;
step S4, the remote film reading system issues the image data marked by the focus and the pre-film reading result to all the remote film reading doctor ends associated with the corresponding scanning part, so that each remote film reading doctor end can seize the film reading;
the remote film reading doctor end which successfully seizes film reading gives out a doctor film reading result according to the image data marked by the focus and the film reading result;
and step S5, the remote film reading system audits the film reading result of the doctor according to the pre-film reading result, and generates and outputs a film reading report according to the audit result.
7. The remote radiograph reading method according to claim 6, wherein a historical radiograph reading evaluation list of each remote radiograph reading doctor end, which is obtained through statistics in advance, is stored in the remote radiograph reading system;
the step S4 includes:
step S41, the remote film reading system receives the film reading requests given by each remote film reading doctor end according to the image data marked by the focus and the pre-film reading results, extracts the film reading request with the earliest request giving time and adds the film reading request into a request list;
step S42, the remote slide reading system determines whether the number of slide reading requests in the request list is greater than one:
if not, go to step S43;
if yes, go to step S45;
step S43, the remote slide reading system determines whether the slide reading request quantity in the request list is one:
if yes, go to step S44;
if not, returning to the step S41;
step S44, the remote radiograph reading system distributes the image data marked by the focus and the radiograph reading result to the corresponding remote radiograph reading doctor end for radiograph reading, and then quits;
step S45, the remote radiograph reading system extracts the sequence of the remote radiograph reading doctor end corresponding to each radiograph reading request in the historical radiograph reading evaluation list, and distributes the image data marked by the focus and the pre-radiograph reading result to the remote radiograph reading doctor end closest to the sequence for radiograph reading.
8. The remote radiograph reading method of claim 6, before executing step S4, further comprising a history radiograph reading evaluation list generation process, including:
a1, the remote film reading platform counts the film reading accuracy and the report issuing speed of each remote film reading doctor end in real time;
and A2, sequencing the remote radiographing medical terminals by the remote radiographing platform according to the radiographing accuracy from high to low, and sequencing the remote radiographing medical terminals according to the report issuing speed from high to low when the radiographing accuracy is the same to form the historical radiographing evaluation list.
9. The remote radiograph interpretation method of claim 6, wherein the remote radiograph interpretation system further comprises at least one reviewing physician end, and the step S5 includes:
step S51, the remote film reading system compares the film reading result with the doctor film reading result, and judges whether the film reading result is consistent with the doctor film reading result:
if so, outputting the reading result of the doctor as the checking result,
if not, sending the pre-reading result and the doctor reading result to the auditing doctor end for final examination, and receiving the final examination result given by the auditing doctor end as the examination result to be output;
and step S52, the remote film reading system generates an audit report according to the audit result and outputs the audit report.
10. The remote radiograph interpretation method of claim 6, before executing step S1, further comprising a remote doctor qualification process including:
step B1, the remote film reading system provides at least one question bank for each remote film reading doctor end to take an examination, and carries out film reading qualification evaluation according to the examination result;
and step B2, when the evaluation result of the film reading qualification shows that the remote film reading doctor end has the film reading qualification, the remote film reading system establishes the corresponding relationship between the remote film reading doctor end and the scanning part which can be used for reading the film and stores the corresponding relationship.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113421644A (en) * | 2021-07-21 | 2021-09-21 | 杭州太美星程医药科技有限公司 | Auxiliary evaluation method and device, computer-readable storage medium and electronic equipment |
| CN113963791A (en) * | 2021-09-30 | 2022-01-21 | 杭州太美星程医药科技有限公司 | Data checking method and device, computer readable storage medium and electronic equipment |
| CN117393101A (en) * | 2023-12-13 | 2024-01-12 | 广州思德医疗科技有限公司 | Endoscope report auxiliary generation method and device |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107767928A (en) * | 2017-09-15 | 2018-03-06 | 深圳市前海安测信息技术有限公司 | Medical image report preparing system and method based on artificial intelligence |
| CN109446370A (en) * | 2018-10-26 | 2019-03-08 | 广州金域医学检验中心有限公司 | Pathology mask method and device, the computer readable storage medium of medical image |
| CN109830284A (en) * | 2017-11-23 | 2019-05-31 | 天启慧眼(北京)信息技术有限公司 | The analysis method and device of medical image |
| CN110675942A (en) * | 2019-08-26 | 2020-01-10 | 平安好医投资管理有限公司 | Medical image diagnosis distribution method, device, terminal and storage medium |
| CN111583249A (en) * | 2020-05-12 | 2020-08-25 | 上海深至信息科技有限公司 | Medical image quality monitoring system and method |
| CN112201327A (en) * | 2020-10-09 | 2021-01-08 | 福建智康云医疗科技有限公司 | Remote medical image system based on cloud data |
-
2021
- 2021-03-31 CN CN202110352579.8A patent/CN113113118A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107767928A (en) * | 2017-09-15 | 2018-03-06 | 深圳市前海安测信息技术有限公司 | Medical image report preparing system and method based on artificial intelligence |
| CN109830284A (en) * | 2017-11-23 | 2019-05-31 | 天启慧眼(北京)信息技术有限公司 | The analysis method and device of medical image |
| CN109446370A (en) * | 2018-10-26 | 2019-03-08 | 广州金域医学检验中心有限公司 | Pathology mask method and device, the computer readable storage medium of medical image |
| CN110675942A (en) * | 2019-08-26 | 2020-01-10 | 平安好医投资管理有限公司 | Medical image diagnosis distribution method, device, terminal and storage medium |
| CN111583249A (en) * | 2020-05-12 | 2020-08-25 | 上海深至信息科技有限公司 | Medical image quality monitoring system and method |
| CN112201327A (en) * | 2020-10-09 | 2021-01-08 | 福建智康云医疗科技有限公司 | Remote medical image system based on cloud data |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113421644A (en) * | 2021-07-21 | 2021-09-21 | 杭州太美星程医药科技有限公司 | Auxiliary evaluation method and device, computer-readable storage medium and electronic equipment |
| CN113963791A (en) * | 2021-09-30 | 2022-01-21 | 杭州太美星程医药科技有限公司 | Data checking method and device, computer readable storage medium and electronic equipment |
| CN117393101A (en) * | 2023-12-13 | 2024-01-12 | 广州思德医疗科技有限公司 | Endoscope report auxiliary generation method and device |
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