Classifications

• • G—PHYSICS
  • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
  • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
  • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
• • A—HUMAN NECESSITIES
  • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
  • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
  • A61B5/00—Measuring for diagnostic purposes; Identification of persons
  • A61B5/74—Details of notification to user or communication with user or patient; User input means
  • A61B5/746—Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms
• • G—PHYSICS
  • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
  • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
  • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
  • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
• • G—PHYSICS
  • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
  • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
  • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
• • G—PHYSICS
  • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
  • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
  • G16H30/00—ICT specially adapted for the handling or processing of medical images
• • G—PHYSICS
  • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
  • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
  • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
  • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems

Definitions

• the disclosed technology relates to an information processing device, an information processing method, and an information processing program.
• JP2020-38429A discloses a medical report acquisition unit that acquires a medical report, an importance determination unit that determines the importance of the medical report, and distribution of alerts related to the medical report using the importance.
• a medical care support device is described that includes a distribution destination determination unit that determines a destination, and a distribution unit that distributes an alert to the distribution destination determined by the distribution destination determination unit.
• Japanese Patent Laid-Open No. 2019-204189 discloses that a predetermined character string is extracted from a first image interpretation report created by an image interpreting doctor in response to an image interpretation request from a clinician, and the extracted predetermined character string in the first image interpretation report is A creation means for creating a second interpretation report with checkboxes provided at positions corresponding to character strings, and a check determination for determining whether all the checkboxes provided in the second interpretation report are checked.
• an interpretation report management device comprising: means for receiving a request to terminate the display of the second interpretation report when all check boxes provided in the second interpretation report are checked; There is.
• the disclosed technology has been developed in view of the above points, and aims to call attention to the oversight of diseases described in medical documents such as image interpretation reports.
• An information processing device includes at least one processor.
• the processor obtains a first medical document containing information regarding a disease recognized for the patient, and obtains a second medical document containing information regarding treatment for the patient's disease or progress information of the patient's disease. . If there is an untreated disease that is not listed in the second medical document among the diseases listed in the first medical document, the processor issues an alert indicating that there is an untreated disease. .
• FIG. 1 is a diagram illustrating an example of a configuration of a medical information management system according to an embodiment of the disclosed technology.
• FIG. 2 is a diagram illustrating an example of the hardware configuration of an information processing server according to an embodiment of the disclosed technology.
• FIG. 2 is a functional block diagram illustrating an example of a functional configuration of an information processing server according to an embodiment of the disclosed technology.
• FIG. 3 is a diagram illustrating an example of a list according to an embodiment of the disclosed technology.
• FIG. 3 is a diagram illustrating an example of a warning display according to an embodiment of the disclosed technology.
• 2 is a flowchart illustrating an example of the flow of processing performed by a CPU executing an information processing program according to an embodiment of the disclosed technology.
• FIG. 3 is a diagram illustrating an example of an importance table according to an embodiment of the disclosed technology.
• 2 is a flowchart illustrating an example of the flow of processing performed by a CPU executing an information processing program according to an embodiment of the disclosed technology.
• FIG. 3 is a diagram illustrating an example of an importance table according to an embodiment of the disclosed technology.
• FIG. 2 is a functional block diagram illustrating an example of a functional configuration of an information processing server according to an embodiment of the disclosed technology.
• 2 is a flowchart illustrating an example of the flow of processing performed by a CPU executing an information processing program according to an embodiment of the disclosed technology.
• 2 is a flowchart illustrating an example of the flow of processing performed by a CPU executing an information processing program according to an embodiment of the disclosed technology.
• 2 is a flowchart illustrating an example of the flow of processing performed by a CPU executing an information processing program according to an embodiment of the disclosed technology.
• 2 is a flowchart illustrating an example of the flow of processing performed by a CPU executing an information processing program according to an embodiment of the disclosed technology.
• FIG. 1 is a diagram showing an example of the configuration of a medical information management system 1 according to an embodiment of the disclosed technology.
• the medical information management system 1 includes an information processing server 10, a report server 20, an electronic medical record server 30, and a user terminal device 40.
• the report server 20 is a server computer equipped with a storage medium in which medical documents such as an image interpretation report 21 and an examination report 22 are stored.
• the interpretation report 21 includes information on diseases extracted from medical images such as simple X-ray images, CT images, mammography images, and MRI images.
• the test report 22 includes, for example, information regarding the results of tests performed on tissues or organs collected from a patient.
• An interpretation report 21 and an examination report 22 are created for each patient.
• multiple interpretation reports 21 and multiple examination reports 22 may be created for one patient.
• the image interpretation report 21 and the examination report 22 are not distinguished from each other, or when they are collectively referred to, they are simply referred to as "report 23" below.
• the report 23 is an example of a "first medical document" in the disclosed technology.
• the electronic medical record server 30 is a server computer equipped with a storage medium in which an electronic medical record 31 created for each patient is stored.
• information regarding treatment for a patient's disease, information on the progress of the patient's disease, etc. are written.
• Information regarding treatment includes, for example, subjective information, objective information, assessment, plan, medication status, test results, test orders, etc. regarding the disease. .
• a doctor who creates the electronic medical record 31 registers the disease described in the report 23 as a disease to be treated for the patient using a registration system (not shown).
• the registered disease is recorded in the electronic medical record 31 through system cooperation.
• Diseases include positive diseases that have been recognized as definite, and suspected diseases (false-positive diseases) that have been recognized as suspected but not definite.
• Each disease listed in the electronic medical record 31 is given information indicating whether the disease is a positive disease or a suspected disease.
• the electronic medical record 31 is an example of a "second medical document" in the disclosed technology.
• the information processing server 10 determines that the specific patient is untreated. Issue an alert indicating the presence of a disease.
• the diseases listed in the report 23 those that are not listed in the electronic medical record 31 are assumed to have not been recognized by doctors as diseases that should be treated, and therefore are treated as untreated diseases in this system. . Since the presence of untreated diseases may be due to oversight of the diseases described in the report 23, the information processing server 10 issues an alert to the user terminal device 40 when there are untreated diseases. Issue.
• the information processing server 10 is an example of an "information processing device" in the disclosed technology.
• the user terminal device 40 is a computer that is assumed to be used by a doctor.
• the user terminal device 40 makes an inquiry to the information processing server 10 regarding whether or not a specific patient has an untreated disease.
• the patient to be queried is specified by the user terminal device 40.
• the information processing server 10 determines the presence or absence of an untreated disease for the specified patient, and sends an alert to the user terminal device 40 if an untreated disease exists. Issue. A warning issued by the information processing server 10 is displayed on the display (not shown) of the user terminal device 40.
• FIG. 2 is a diagram showing an example of the hardware configuration of the information processing server 10.
• the information processing server 10 includes a CPU (Central Processing Unit) 101 and a RAM (Random Access Memory). ) 102, a nonvolatile memory 103, an input device 104, a display 105, and a network interface 106. These hardwares are connected to bus 107.
• CPU Central Processing Unit
• RAM Random Access Memory
• the display 105 is, for example, a liquid crystal display or an LED (Light Emitting Diode) display.
• the input device 104 includes, for example, a keyboard and a mouse, and may also include a proximity input device such as a touch panel display, an audio input device such as a microphone, and a non-contact input device such as a camera or sensor.
• the network interface 106 is an interface for the information processing server 10 to connect to the report server 20, electronic medical record server 30, and user terminal device 40 via a network.
• the nonvolatile memory 103 is a nonvolatile storage medium such as a hard disk or flash memory.
• An information processing program 110 is stored in the nonvolatile memory 103.
• the RAM 102 is a work memory for the CPU 101 to execute processing.
• the CPU 101 loads the information processing program 110 stored in the nonvolatile memory 103 into the RAM 102 and executes processing according to the information processing program 110.
• the CPU 101 is an example of a "processor" in the disclosed technology.
• FIG. 3 is a functional block diagram showing an example of the functional configuration of the information processing server 10.
• the information processing server 10 includes a report acquisition section 11 , an electronic medical record acquisition section 12 , an analysis section 13 , and an alarm generation section 14 .
• the CPU 101 executes the information processing program 110, the CPU 101 functions as a report acquisition section 11, an electronic medical record acquisition section 12, an analysis section 13, and an alarm issuing section 14.
• the report acquisition unit 11 accesses the report server 20 and acquires reports 23 related to a specific patient from among the reports 23 stored in the storage medium included in the report server 20.
• a particular patient is designated by user terminal 40.
• the interpretation report 21 and the examination report 22 are given patient identification information such as a patient ID (identification).
• the report acquisition unit 11 transmits a report acquisition request including patient identification information (patient ID) to the report server 20.
• the report server 20 extracts a report to which identification information (patient ID) of the patient related to the acquisition request is attached from among the reports 23 stored in its own storage medium, and transmits this to the information processing server 10. .
• the report acquisition unit 11 acquires the report 23 sent from the report server 20. Note that if a plurality of reports 23 have been created for one patient, all the reports 23 for that patient are acquired.
• the report server 20 may include a report database (not shown) in which patient identification information (patient ID) is associated with identification information (report ID) of the image interpretation report 21 and the examination report 22.
• patient ID patient identification information
• report ID identification information
• the report server 20 may use a report database to extract the report 23 regarding a specific patient.
• the electronic medical record acquisition unit 12 accesses the electronic medical record server 30 and acquires electronic medical records 31 related to a specific patient from among the electronic medical records 31 stored in the storage medium included in the electronic medical record server 30.
• the electronic medical record 31 is given patient identification information (patient ID).
• the electronic medical record acquisition unit 12 transmits an electronic medical record acquisition request including patient identification information (patient ID) to the electronic medical record server 30.
• the electronic medical record server 30 extracts, from among the electronic medical records 31 stored in its own storage medium, the electronic medical record 31 to which the identification information (patient ID) of the patient related to the acquisition request is attached, and sends this to the information processing server. Send to 10.
• the electronic medical record acquisition unit 12 acquires the electronic medical record 31 transmitted from the electronic medical record server 30. Note that if a plurality of electronic medical records 31 have been created for one patient, all electronic medical records 31 for the patient are acquired.
• the electronic medical record server 30 may include an electronic medical record database (not shown) that associates patient identification information (patient ID) with identification information of the electronic medical record 31 (electronic medical record ID).
• patient ID patient identification information
• electronic medical record server 30 may use an electronic medical record database to extract the electronic medical record 31 regarding a specific patient.
• the analysis unit 13 analyzes the text written in the report 23 acquired by the report acquisition unit 11, extracts the written part including the name or type of the disease described in the report, and based on the extracted written part to identify the disease listed in the report.
• the analysis unit 13 analyzes the text written in the electronic medical record 31 acquired by the electronic medical record acquisition unit 12, and extracts the written part including the name or type of the disease described in the electronic medical record 31. , the disease described in the electronic medical record 31 is specified based on the extracted written portion. Note that in the case where the electronic medical record 31 stores the disease in an identifiable form including the name or type of the disease for each electronic medical record 31, there is no need to analyze the text.
• the alarm issuing unit 14 determines whether or not there is an untreated disease that is not listed in the electronic medical record 31 among the diseases specified by the analyzing unit 13 and listed in the report 23 . When the alarm issuing unit 14 determines that an untreated disease exists, it issues an alarm indicating that an untreated disease exists.
• the alarm issuing unit 14 indicates whether or not the target disease, including the disease described in the report 23 and the disease described in the electronic medical record 31, is described in the report 23 and the electronic medical record 31 based on the analysis result by the analysis unit 13.
• a list 200 (see FIG. 4) is generated.
• the target disease may be classified according to the ICD10 International Classification of Diseases.
• each target disease in the list 200, a check mark is added to each target disease to indicate that a description of the disease exists in the report 23.
• the report 23 includes descriptions regarding "pneumonia,” “pulmonary suppuration,” “pyelonephritis,” “renal enlargement,” and “pleurisy.” .
• each disease described in the report 23 is associated with identification information (report ID) of the report 23 including the description.
• each target disease is added to each target disease to indicate that a description of the disease exists in the electronic medical record 31.
• the list 200 illustrated in FIG. 4 shows that the electronic medical record 31 includes descriptions regarding "pneumonia,” “pulmonary suppuration,” and “pyelonephritis.” Further, each disease described in the electronic medical record 31 is associated with identification information (electronic medical record ID) of the electronic medical record 31 including the description.
• the alarm issuing unit 14 determines whether there is an untreated disease that is not listed in the electronic medical record 31 among the diseases listed in the report 23. Further, the alarm issuing unit 14 specifies the name or type of the untreated disease. According to the list 200 illustrated in FIG. 4, the alarm issuing unit 14 identifies "renal enlargement” and “pleurisy” as untreated diseases. In this case, the alarm issuing unit 14 issues an alarm indicating that an untreated disease exists.
• the alarm issuing unit 14 may include information indicating "kidney enlargement” and "pleuritis” which are specified as untreated diseases in the alarm. Further, the alarm issuing unit 14 may present information necessary for accessing the report 23 in which untreated diseases are described.
• the alarm issuing unit 14 alerts a piper link for accessing the report ID "A002" of the report 23 in which "renal enlargement” is described and the report ID "A001" of the report 23 in which "pleurisy” is described. It may also be presented together. Additionally, the list 200 may be presented along with an alert.
• the alarm issued by the alarm issuing unit 14 is transmitted to the user terminal device 40.
• the display 41 of the user terminal device 40 that has received the warning displays, for example, a display as illustrated in FIG. 5.
• FIG. 6 is a flowchart showing an example of the flow of processing performed by the CPU 101 executing the information processing program 110.
• the information processing program 110 is executed, for example, when there is an inquiry from the user terminal device 40 as to whether or not a specific patient has an untreated disease.
• step S1 the report acquisition unit 11 accesses the report server 20 and acquires one related to a specific patient from among the reports 23 stored in the storage medium included in the report server 20. Specifically, the report acquisition unit 11 transmits a report acquisition request including patient identification information (patient ID) to the report server 20. The report server 20 extracts a report to which identification information (patient ID) of the patient related to the acquisition request is attached from among the reports 23 stored in its own storage medium, and transmits this to the information processing server 10. . The report acquisition unit 11 acquires the report 23 sent from the report server 20.
• step S2 the electronic medical record acquisition unit 12 accesses the electronic medical record server 30 and acquires one related to a specific patient from among the electronic medical records 31 stored in the storage medium included in the electronic medical record server 30.
• the electronic medical record acquisition unit 12 transmits an electronic medical record acquisition request including patient identification information (patient ID) to the electronic medical record server 30.
• the electronic medical record server 30 extracts, from among the electronic medical records 31 stored in its own storage medium, the electronic medical record to which the identification information (patient ID) of the patient related to the acquisition request is attached, and transfers this to the information processing server 10. Send to.
• the electronic medical record acquisition unit 12 acquires the electronic medical record 31 transmitted from the electronic medical record server 30. Note that although the case where the electronic medical record 31 is acquired after the report 23 is acquired is illustrated, the present invention is not limited to this.
• the report 23 may be acquired after the electronic medical record 31 is acquired, or the report 23 and the electronic medical record 31 may be acquired in parallel.
• step S3 the analysis unit 13 analyzes the text written in the report 23 acquired in step S1, and extracts the written portion including the name or type of the disease written in the report 23. The analysis unit 13 identifies the disease described in the report 23 based on the extracted written portion. Similarly, the analysis unit 13 analyzes the text written in the electronic medical record 31 acquired in step S2, and extracts the written portion including the name or type of the disease written in the electronic medical record 31. The analysis unit 13 identifies the disease described in the electronic medical record 31 based on the extracted written portion.
• step S4 the alarm issuing unit 14 determines whether there is an untreated disease that is not listed in the electronic medical record 31 among the diseases specified in step S3 and listed in the report 23. If it is determined that there is an untreated disease, the process moves to step S5. If it is determined that there is no untreated disease, this routine ends.
• step S5 the alarm issuing unit 14 issues an alarm indicating that an untreated disease exists.
• the alarm issued by the alarm issuing unit 14 is transmitted to the user terminal device 40.
• the display 41 of the user terminal device 40 that has received the warning displays, for example, a display as illustrated in FIG. 5.
• the information processing server 10 acquires the report 23 in which information regarding the disease observed in the patient is described.
• the information processing server 10 also acquires an electronic medical record 31 in which information regarding treatment for the patient's disease or progress information of the patient's disease is described. If there is an untreated disease that is not listed in the electronic medical record 31 among the diseases listed in the report 23, the information processing server 10 issues an alert indicating that there is an untreated disease.
• the doctor who creates the electronic medical record 31 registers the disease described in the report 23 as a disease to be treated for the patient using a registration system (not shown).
• the registered disease is recorded in the electronic medical record 31 through system cooperation. If a disease listed in the report 23 is overlooked, the disease may not be recorded in the electronic medical record 31 and may be left unrecognized as a treatment target. That is, the disease described in the report 23 is recognized as a treatment target by being recorded in the electronic medical record 31, but if it is not recorded in the electronic medical record 31, there is a possibility that it will not be recognized as a treatment target.
• the information processing server 10 According to the information processing server 10 according to the present embodiment, if there is an untreated disease that is not listed in the electronic medical record 31 among the diseases listed in the report 23, it is determined that the untreated disease exists. issue an alarm indicating the That is, if it is presumed that a disease described in the report 23 has been overlooked, it is notified that such a situation has occurred. Therefore, it is possible to call attention to the oversight of diseases described in the report 23.
• the information processing server 10 identifies untreated diseases by analyzing the text written in the report 23 and the electronic medical record 31, and sends an alert with information indicating the identified untreated disease (for example, the name or type of the disease). Presented with. Thereby, the doctor who is the user can grasp untreated diseases, and therefore can promptly perform necessary treatment for the untreated diseases.
• the information processing server 10 presents information (for example, report ID or hyperlink) necessary to access the report 23 in which untreated diseases are described. This makes it possible to quickly access information regarding untreated diseases.
• the information processing server 10 determines the presence or absence of any untreated disease for each patient managed by the medical information management system 1, and issues an alarm for all applicable patients if any untreated disease exists. You can take it out. Alternatively, patients to whom an alarm is issued may be registered for each user, and an alarm may be issued if an untreated disease exists for a registered patient.
• the user identification information of the user and the patient identification information of the patient in charge of the user are registered in association with each other, and between the user terminal device 40 and the information processing server 10, the user identification information is registered.
• the user who operates the user terminal device 40 is identified through a login process using the ID and password of each user, and the patient identification information of the patient associated with the user identification information of the identified user is identified, and the identified patient is identified.
• An alert may be issued if there is an untreated disease.
• an alert can be issued if there is an untreated disease for the patient in charge of the doctor.
• an alarm may be issued if there is an untreated disease for a patient in charge of the medical department to which the doctor belongs.
• each user may be able to register patients to whom an alarm is to be issued.
• the user terminal device 40 issues an alarm by executing the information processing program 110. It's okay.
• the user terminal device 40 functions as an "information processing device" in the disclosed technology.
• the user terminal device 40 may acquire the report 23 and the electronic medical record 31 via the information processing server 10. Further, the user terminal device 40 may directly access the report server 20 and the electronic medical record server 30 to obtain the report 23 and the electronic medical record 31.
• the user terminal device 40 since the user terminal device 40 also functions as the information processing server 10, it is possible to omit the information processing server 10 in the medical information management system 1.
• the information processing server 10 according to the first embodiment described above always issues an alarm when there is an untreated disease.
• the information processing server 10 according to the second embodiment issues a warning based on the importance level set for the untreated disease.
• the nonvolatile memory 103 of the information processing server 10 stores an importance table 300 as illustrated in FIG. 7.
• the importance level table 300 is a table that associates diseases with importance levels.
• the degree of importance is set in consideration of, for example, the risk of aggravation of the disease and the risk of death.
• the alarm issuing unit 14 refers to the importance table 300 stored in the nonvolatile memory 103 and identifies the importance set for the untreated disease.
• the alarm issuing unit 14 issues an alarm when the degree of importance specified for the untreated disease is equal to or higher than a threshold value, and does not issue an alarm when it is less than the threshold value. For example, if the threshold for severity is 3, an alarm will be issued if the disease identified as an untreated disease is "kidney enlargement" with a severity level of 3; If the condition is "pleurisy" of severity level 2, no alarm is issued.
• FIG. 8 is a flowchart showing an example of the flow of processing performed by the CPU 101 according to the present embodiment executing the information processing program 110.
• This flowchart has steps S4A and S4B added to the flowchart shown in FIG.
• steps S4A and S4B added to the flowchart shown in FIG.
• steps S4A and S4B added to the flowchart shown in FIG.
• step S4A the alarm issuing unit 14 refers to the importance level table 300 stored in the nonvolatile memory 103 and specifies the importance level of the untreated disease related to the determination in step S4.
• step S4B the alarm issuing unit 14 determines whether the importance level specified in step S4A is greater than or equal to the threshold value. If it is determined that the degree of importance is greater than or equal to the threshold, the process moves to step S5. In step S5, the alarm issuing unit 14 issues an alarm indicating that an untreated disease exists. On the other hand, if it is determined that the degree of importance is less than the threshold value, this routine ends.
• the information processing server 10 issues an alert based on the importance level set for an untreated disease. As a result, it is possible to avoid issuing warnings frequently for untreated diseases of low importance, and it is possible to more effectively call attention by issuing warnings.
• the importance associated with each disease may be set based on the type of organ related to the disease.
• FIG. 9 illustrates a case where, in the importance level table 300, importance level 2 is set for sarcoidosis that develops in the stomach, and importance level 3 is set for sarcoidosis that develops in the pancreas. In this way, different degrees of importance can be set for the same disease that occurs in different organs. According to the importance level table 300 illustrated in FIG.
• the importance level set for the untreated disease was a fixed value set in the importance level table 300.
• the importance level set for an untreated disease is set by the information processing server 10.
• FIG. 10 is a functional block diagram showing an example of the functional configuration of the information processing server 10 according to the third embodiment of the disclosed technology.
• the information processing server 10 according to the third embodiment includes an importance setting section 15.
• the importance setting unit 15 specifies the degree of progress or urgency of the untreated disease based on the description of the report 23 describing the untreated disease. For example, if the untreated disease is a polyp, the importance setting unit 15 may specify the degree of progression or urgency of the disease based on the size of the polyp described in the report 23.
• the importance level setting unit 15 sets the importance level for the untreated disease based on the identified degree of progression or urgency.
• the importance level setting unit 15 sets a relatively high degree of importance for a disease that has a relatively high degree of progress or degree of urgency.
• the degree of importance may be set, for example, by correcting a standard value of the degree of importance preset for each disease based on the degree of progress or degree of urgency.
• FIG. 11 is a flowchart showing an example of the flow of processing performed by the CPU 101 according to the present embodiment executing the information processing program 110.
• This flowchart has steps S4C, S4D, and S4E added to the flowchart shown in FIG.
• steps S4C, S4D, and S4E added to the flowchart shown in FIG.
• steps S4C, S4D, and S4E added to the flowchart shown in FIG.
• step S4C the importance level setting unit 15 specifies the degree of progress or urgency of the untreated disease related to the determination in step S4.
• the importance setting unit 15 specifies the degree of progress or urgency of the untreated disease based on the description in the report 23 in which the untreated disease is described.
• step S4D the importance level setting unit 15 sets the importance level for the untreated disease based on the degree of progress or urgency identified in step S4C.
• step S4E the alarm issuing unit 14 determines whether the importance level set in step S4D is greater than or equal to the threshold value. If it is determined that the degree of importance is greater than or equal to the threshold, the process moves to step S5. In step S5, the alarm issuing unit 14 issues an alarm indicating that an untreated disease exists. On the other hand, if it is determined that the degree of importance is less than the threshold value, this routine ends.
• the information processing server 10 it is possible to avoid issuing alarms frequently for untreated diseases with a low degree of progress or urgency, and it is possible to more effectively call attention by issuing alarms. It becomes possible. According to the information processing server 10 according to the present embodiment, for example, it is possible to issue a warning for a polyp with a size of 10 mm, but not to issue a warning for a polyp with a size of 3 mm.
• the information processing server 10 according to the third embodiment described above sets the importance of an untreated disease based on the degree of progress or urgency identified for the untreated disease.
• the information processing server 10 according to the fourth embodiment performs processing based on the relationship between organs related to a disease to be treated, which are diseases listed in the electronic medical record 31, and organs related to an untreated disease. to set the importance of untreated diseases.
• organs related to a disease to be treated which are diseases listed in the electronic medical record 31, and organs related to an untreated disease.
• the importance level setting unit 15 identifies an organ related to the disease to be treated based on the description of the disease to be treated in the electronic medical record 31. For example, the importance level setting unit 15 specifies "kidney”, which is an organ related to "chronic renal failure”, based on the description in the electronic medical record 31 that describes "chronic renal failure", which is a disease to be treated. Similarly, the importance level setting unit 15 identifies organs related to the untreated disease based on the description of the report 23 describing the untreated disease. For example, the importance level setting unit 15 specifies "kidney” which is an organ related to "kidney cyst” based on the description in the report 23 which describes "kidney cyst” which is an untreated disease. Furthermore, based on the description in report 23 that describes "liver cyst” which is an untreated disease, "liver” which is an organ related to "liver cyst” is specified.
• the importance setting unit 15 sets the importance level of the untreated disease to be lower when the organ related to the treatment target disease and the organ related to the untreated disease are the same, compared to the case where these organs are different from each other. do.
• the kidney which is an organ related to chronic renal failure, which is a disease to be treated
• the liver which is an organ related to liver cyst, which is an untreated disease
• the importance level setting unit 15 sets importance level 3 for "liver cyst" which is an untreated disease.
• the kidney which is an organ related to chronic renal failure, which is a disease to be treated
• the kidney which is an organ related to renal cyst, which is an untreated disease
• the importance level setting unit 15 sets importance level 2 for "kidney cyst" which is an untreated disease.
• FIG. 12 is a flowchart showing an example of the flow of processing performed by the CPU 101 according to the present embodiment executing the information processing program 110.
• This flowchart has steps S4F, S4G, S4H, and S4I added to the flowchart shown in FIG.
• steps S4F, S4G, S4H, and S4I added to the flowchart shown in FIG.
• steps S4F, S4G, S4H, and S4I added to the flowchart shown in FIG.
• steps S4F, S4G, S4H, and S4I added to the flowchart shown in FIG.
• step S4F the importance level setting unit 15 identifies an organ related to the disease to be treated based on the description of the disease to be treated in the electronic medical record 31.
• step S4G the importance level setting unit 15 identifies organs related to the untreated disease based on the description in the report 23 describing the untreated disease.
• the importance setting unit 15 determines the untreated disease based on the relationship between the organ associated with the treatment target disease identified in step S4F and the organ associated with the untreated disease identified in step S4G.
• Set importance Specifically, when an organ related to a treated disease and an organ related to an untreated disease are the same, the importance of the untreated disease is lowered compared to when these organs are different from each other. . For example, if an organ related to a disease to be treated and an organ related to an untreated disease are different from each other, the importance level set for the untreated disease is predetermined as a standard value, and if these organs are the same In some cases, the importance of untreated diseases in cases where the organs are the same may be set by correcting the standard values.
• step S4I the alarm issuing unit 14 determines whether the importance level set in step S4H is greater than or equal to the threshold value. If it is determined that the degree of importance is greater than or equal to the threshold, the process moves to step S5. In step S5, the alarm issuing unit 14 issues an alarm indicating that an untreated disease exists. On the other hand, if it is determined that the degree of importance is less than the threshold value, this routine ends.
• the information processing server 10 Since some kind of treatment has already been applied to the organs related to the disease to be treated, there is no need to issue an alert for untreated diseases discovered in the same organs as those related to the disease to be treated. I don't think it's expensive. According to the information processing server 10 according to the present embodiment, the issuance of an alarm is suppressed for untreated diseases discovered in the same organ as the organ related to the disease to be treated.
• the information processing server 10 according to the second to fourth embodiments described above issues a warning based on the level of importance set for an untreated disease.
• the information processing server 10 according to the fifth embodiment has a first importance set for untreated diseases and a second importance set for diseases to be treated which are diseases described in the electronic medical record 31. A warning is issued based on the comparison result with the importance level of
• the nonvolatile memory 103 of the information processing server 10 stores an importance table 300 as illustrated in FIG. 7.
• the importance level table 300 is a table that associates diseases with importance levels.
• the degree of importance is set in consideration of, for example, the risk of aggravation of the disease and the risk of death.
• the alarm issuing unit 14 refers to the importance level table 300 stored in the nonvolatile memory 103 and identifies the first importance level set for the untreated disease. Further, the alarm issuing unit 14 refers to the importance level table 300 and specifies the second importance level set for the disease to be treated, which is the disease described in the electronic medical record 31. The alarm issuing unit 14 issues an alarm when the first importance is equal to or higher than the second importance, and does not issue an alarm when the first importance is less than the second importance.
• the disease identified as an untreated disease is "pulmonary suppuration" with a severity level of 4, and the disease identified as a disease to be treated is "kidney enlargement” with a severity level of 3, an alert will be issued.
• the disease identified as an untreated disease is "pleurisy” with a severity level of 2
• the disease identified as a disease to be treated is "kidney enlargement” with a severity level of 3
• no warning is issued.
• FIG. 13 is a flowchart showing an example of the flow of processing performed by the CPU 101 according to the present embodiment executing the information processing program 110.
• This flowchart has steps S4J, S4K, and S4L added to the flowchart shown in FIG.
• steps S4J, S4K, and S4L added to the flowchart shown in FIG.
• steps S4J, S4K, and S4L added to the flowchart shown in FIG.
• step S4J the alarm issuing unit 14 refers to the importance level table 300 stored in the nonvolatile memory 103, and specifies the first importance level for the untreated disease related to the determination in step S4.
• step S4K the alarm issuing unit 14 identifies the disease to be treated written in the electronic medical record 31, refers to the importance level table 300 stored in the non-volatile memory 103, and identifies a second degree of importance for the disease to be treated. do.
• step S4L the alarm issuing unit 14 determines whether the first degree of importance specified in step S4J is greater than or equal to the second degree of importance specified in step S4K. If it is determined that the first importance level is greater than or equal to the second importance level, the process moves to step S5. In step S5, the alarm issuing unit 14 issues an alarm indicating that an untreated disease exists. On the other hand, if it is determined that the first importance level is less than the second importance level, this routine ends.
• the information processing server 10 when there is a disease to be treated with a relatively high degree of importance, the issuance of an alarm indicating the existence of an untreated disease is suppressed.
• the first importance level set for the untreated disease and the second importance level set for the treated disease are fixed values set in the importance level table 300.
• the first importance level and the second importance level are set by the information processing server 10.
• the information processing server 10 includes an importance level setting unit 15 (see FIG. 10) as in the third embodiment.
• the importance setting unit 15 specifies the degree of progress or urgency of the untreated disease based on the description of the report 23 describing the untreated disease.
• the importance level setting unit 15 sets a first importance level for the untreated disease based on the identified degree of progress or degree of urgency.
• the first degree of importance may be set, for example, by correcting a standard value of degree of importance preset for each disease based on the degree of progress or degree of urgency.
• the importance level setting unit 15 specifies the degree of progress or urgency of the disease to be treated based on the description of the disease to be treated in the electronic medical record 31.
• the importance level setting unit 15 sets a second importance level for the disease to be treated based on the specified degree of progression or urgency.
• the second degree of importance may be set, for example, by correcting a standard value of degree of importance preset for each disease based on the degree of progress or degree of urgency.
• FIG. 14 is a flowchart showing an example of the flow of processing performed by the CPU 101 according to the present embodiment executing the information processing program 110.
• This flowchart has steps S4M, S4N, and S4O added to the flowchart shown in FIG.
• steps S4M, S4N, and S4O added to the flowchart shown in FIG.
• steps S4M, S4N, and S4O added to the flowchart shown in FIG.
• step S4M the importance level setting unit 15 specifies the degree of progress or urgency of the untreated disease related to the determination in step S4.
• the importance setting unit 15 specifies the degree of progress or urgency of the untreated disease based on the description in the report 23 in which the untreated disease is described.
• the importance level setting unit 15 sets a first importance level for the untreated disease based on the identified degree of progress or degree of urgency.
• the importance level setting unit 15 identifies the disease to be treated described in the electronic medical record 31, and specifies the degree of progression or urgency of the disease to be treated.
• the importance level setting unit 15 specifies the degree of progression or urgency of the disease to be treated based on the description in the electronic medical record 31 in which the disease to be treated is described.
• the importance level setting unit 15 sets a second importance level for the disease to be treated based on the specified degree of progression or urgency.
• step S4O the alarm issuing unit 14 determines whether the first importance set in step S4M is greater than or equal to the second importance set in step S4N. If it is determined that the first importance level is greater than or equal to the second importance level, the process moves to step S5. In step S5, the alarm issuing unit 14 issues an alarm indicating that an untreated disease exists. On the other hand, if it is determined that the first importance level is less than the second importance level, this routine ends.
• the importance level setting unit 15 also A second level of importance may be set.
• the second importance may be set higher as the number of diseases to be treated increases and the treatment period becomes longer. That is, a higher degree of importance is set for a disease to be treated that requires more medical resources.
• the issuance of an alarm indicating the existence of an untreated disease is suppressed.
• An example of a case where the number of diseases to be treated is large is multiple organ failure. Further, an example of a disease that requires a long treatment period is cancer, etc., which require a long treatment period.
• the first importance level and the second importance level set for a disease to be treated are If the level of importance of item 2 is uniformly determined depending on the type, degree of progress, or degree of urgency of the disease, there is a risk that the issuance of warnings will be excessively restricted.
• the importance level setting unit 15 sets a first importance level to be set for an untreated disease when the specific disease is an untreated disease, and a first importance level to be set for the untreated disease when the specific disease is a treated disease.
• the second degree of importance to be set may be different from each other. More specifically, when a specific disease is an untreated disease, the first importance level is set for the untreated disease, and when the specific disease is a target disease, the first level of importance is set for the target disease.
• the importance level may be lower than level 2. For example, the importance level setting unit 15 sets “4” as the first importance level for “fracture” when “fracture” is an untreated disease, and sets “4” as the first importance level for “fracture” when “fracture” is a disease to be treated.
• “3" may be set as the second importance level set for "fracture".
• “fracture” is a disease to be treated, it is possible to issue a warning regarding "gastritis", an untreated disease with an importance level of 3.
• Examples of "specific diseases” for which different degrees of importance are set for untreated diseases and treated diseases include diseases that have a high risk of worsening if left untreated, diseases that require early treatment, and diseases that can be significantly improved by treatment. Examples include diseases that are expected to cause
• the hardware of a processing unit that executes various processes such as a report acquisition unit 11, an electronic medical record acquisition unit 12, an analysis unit 13, an alarm generation unit 14, and an importance setting unit 15
• the various processors mentioned above include CPUs and GPUs, which are general-purpose processors that execute software (programs) and function as various processing units, as well as FPGAs, etc. whose circuit configurations can be changed after manufacturing. Includes specialized electrical circuits, such as programmable logic devices (PLDs), which are processors, and application specific integrated circuits (ASICs), which are processors with circuit configurations specifically designed to execute specific processes. It will be done.
• PLDs programmable logic devices
• ASICs application specific integrated circuits
• One processing unit may be composed of one of these various processors, or a combination of two or more processors of the same type or different types (for example, a combination of multiple FPGAs, or a combination of a CPU and an FPGA). combination). Further, the plurality of processing units may be configured with one processor.
• one processor is configured with a combination of one or more CPUs and software, as typified by computers such as a client and a server.
• a processor functions as multiple processing units.
• processors that use a single IC (Integrated Circuit) chip, such as System on Chip (SoC), which implements the functions of an entire system that includes multiple processing units. be.
• SoC System on Chip
• various processing units are configured using one or more of the various processors described above as a hardware structure.
• circuitry that is a combination of circuit elements such as semiconductor elements can be used.
• the information processing program 110 is stored (installed) in the nonvolatile memory 103 in advance, but the present invention is not limited to this.
• the information processing program 110 is provided in a form recorded on a recording medium such as a CD-ROM (Compact Disc Read Only Memory), a DVD-ROM (Digital Versatile Disc Read Only Memory), and a USB (Universal Serial Bus) memory. Good too.
• the information processing program 110 may be downloaded from an external device via a network.
• the program (ie, program product) described in this embodiment may be provided in a recording medium or may be distributed from an external computer.
• Additional notes including at least one processor;
• the processor includes: obtaining a first medical document containing information regarding a recognized disease for the patient; obtaining a second medical document containing information regarding treatment for the patient's disease or progress information of the patient's disease; If there is an untreated disease that is not listed in the second medical document among the diseases described in the first medical document, an alert is issued indicating that the untreated disease exists.
• Information processing device including: obtaining a first medical document containing information regarding a recognized disease for the patient; obtaining a second medical document containing information regarding treatment for the patient's disease or progress information of the patient's disease; If there is an untreated disease that is not listed in the second medical document among the diseases described in the first medical document, an alert is issued indicating that the untreated disease exists.
• Information processing device including at least one processor; The processor includes: obtaining a first medical document containing information regarding a recognized disease for the patient; obtaining a second medical document containing information regarding treatment for the patient's disease or progress information of the patient's disease
• the processor identifies the untreated disease by analyzing texts written in the first medical document and the second medical document, and presents information indicating the identified untreated disease. information processing equipment.
• Appendix 5 The information processing device according to appendix 4, wherein the degree of importance is set based on the type of organ related to the untreated disease.
• Appendix 7 the processor sets the importance level based on the relationship between an organ related to a disease to be treated, which is a disease described in the second medical document, and an organ related to the untreated disease.
• Appendix 8 In Appendix 7, the processor lowers the importance level when an organ related to the treatment target disease and an organ related to the untreated disease are the same, compared to a case where these organs are different from each other.
• the processor is configured based on a comparison result between a first importance level set for the untreated disease and a second importance level set for the treatment target disease, which is a disease described in the second medical document.
• the information processing device according to any one of Supplementary Notes 1 to 3, wherein the information processing device issues the warning.
• Appendix 11 The information processing apparatus according to appendix 9 or 10, wherein the processor sets the second degree of importance based on the number of diseases to be treated or the treatment period.
• the processor sets a first importance level for the untreated disease when the specific disease is the untreated disease, and a first importance level for the untreated disease when the specific disease is the treated disease.
• the information processing device according to appendix 9 or 10, wherein the second importance level and the second importance level are different from each other.
• Appendix 14 obtaining a first medical document containing information regarding a recognized disease for the patient; obtaining a second medical document containing information regarding treatment for the patient's disease or progress information of the patient's disease; If there is an untreated disease that is not listed in the second medical document among the diseases described in the first medical document, an alert is issued indicating that the untreated disease exists.
• An information processing program for causing at least one processor included in an information processing device to execute processing.

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• 2023
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