WO2017135156A1 - 生体情報評価装置、生体情報測定装置、生体情報評価方法、生体情報評価プログラム - Google Patents

生体情報評価装置、生体情報測定装置、生体情報評価方法、生体情報評価プログラム Download PDF

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Publication number
WO2017135156A1
WO2017135156A1 PCT/JP2017/002791 JP2017002791W WO2017135156A1 WO 2017135156 A1 WO2017135156 A1 WO 2017135156A1 JP 2017002791 W JP2017002791 W JP 2017002791W WO 2017135156 A1 WO2017135156 A1 WO 2017135156A1
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WIPO (PCT)
Prior art keywords
biological information
information
reference data
evaluation
measurement
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Ceased
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PCT/JP2017/002791
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English (en)
French (fr)
Japanese (ja)
Inventor
慶一 尾林
洋貴 和田
誠朗 笠井
綾子 小久保
雄也 太田
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Omron Corp
Omron Healthcare Co Ltd
Original Assignee
Omron Corp
Omron Healthcare Co Ltd
Omron Tateisi Electronics Co
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Application filed by Omron Corp, Omron Healthcare Co Ltd, Omron Tateisi Electronics Co filed Critical Omron Corp
Priority to EP17747314.7A priority Critical patent/EP3412202A4/en
Priority to CN201780009853.3A priority patent/CN108601541B/zh
Publication of WO2017135156A1 publication Critical patent/WO2017135156A1/ja
Priority to US16/050,299 priority patent/US20180336971A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
    • 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
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/021—Measuring pressure in heart or blood vessels
    • A61B5/02108—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/021—Measuring pressure in heart or blood vessels
    • A61B5/022—Measuring pressure in heart or blood vessels by applying pressure to close blood vessels, e.g. against the skin; Ophthalmodynamometers
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/024—Measuring pulse rate or heart rate
    • A61B5/0245—Measuring pulse rate or heart rate by using sensing means generating electric signals, i.e. ECG signals
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4857—Indicating the phase of biorhythm
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7282—Event detection, e.g. detecting unique waveforms indicative of a medical condition
    • 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
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
    • A61B2560/02—Operational features
    • A61B2560/0242—Operational features adapted to measure environmental factors, e.g. temperature, pollution
    • A61B2560/0247—Operational features adapted to measure environmental factors, e.g. temperature, pollution for compensation or correction of the measured physiological value
    • A61B2560/0252—Operational features adapted to measure environmental factors, e.g. temperature, pollution for compensation or correction of the measured physiological value using ambient temperature

Definitions

  • the present invention relates to a biological information evaluation device, a biological information measurement device, a biological information evaluation method, and a biological information evaluation program.
  • a threshold value set in advance is compared with measured biological information, and abnormal when biological information exceeds the threshold value. The method of judging that is common.
  • biological information such as blood pressure information, pulse information, or heart rate information has a large daily fluctuation.
  • biological information such as blood pressure information, pulse information, or heart rate information
  • a reference blood pressure value defined by the Japan Blood Pressure Society or the like is set as a threshold value, it may not function as an appropriate threshold value depending on the situation at the time of measuring blood pressure information. As a result, an error may occur in the determination of abnormality in blood pressure information.
  • Patent Document 1 describes a system that can finely set a threshold for determining blood pressure abnormality in units of time in a day, taking into account daily fluctuations in blood pressure information.
  • the threshold value in time units can be set manually.
  • Patent Document 2 describes a system in which an average value of past blood pressure information measured from a person to be measured is set as a threshold value, and abnormality determination of blood pressure information is performed by comparing this threshold value with measured blood pressure information. ing.
  • Patent Document 3 in a biological information measuring device that is used in an operating room or the like and measures biological information every beat, a threshold is set based on a moving average of past measurement data measured from a measurement subject, It describes that abnormality determination of biological information is performed.
  • Patent Document 4 describes a system for setting a reference level of biological information of a measurement subject based on the results of past medical examinations of the measurement subject.
  • Patent Document 2 and Patent Document 4 Since the systems described in Patent Document 2 and Patent Document 4 do not take into account the daily fluctuation of biological information, it is not possible to accurately determine abnormality of biological information.
  • the biological information measuring device described in Patent Document 3 is effective in a short period such as during surgery because the threshold is set by moving average, but the biological information is measured in a long period such as one day or one week. It is difficult to apply.
  • Patent Document 1 Since the system described in Patent Document 1 can finely set threshold values in time units in one day, it can be expected to improve the accuracy of abnormality determination. However, since the threshold value is manually set, there is a possibility that the accuracy of abnormality determination is reduced due to a setting error or the like. Also, the threshold setting operation becomes complicated.
  • biometric information fluctuates according to temperature, day of the week, etc. in addition to daily fluctuations.
  • blood pressure information is known to be higher in winter than in summer. It is also known that blood pressure information is higher on Monday compared to other days of the week. Therefore, when measuring biological information over a long period of time such as one day or one week, it is necessary to set a reference value such as a threshold value for evaluating the biological information in consideration of these fluctuations.
  • Patent Documents 1 to 4 do not consider fluctuations in biological information due to differences in temperature or day of the week.
  • the present invention has been made in view of the above circumstances, and a biological information evaluation apparatus and a biological information measurement apparatus capable of performing appropriate evaluation on biological information that varies due to various factors other than daily fluctuations and daily fluctuations.
  • An object of the present invention is to provide a biological information evaluation method and a biological information evaluation program.
  • the biological information evaluation apparatus of the present invention is a biological information evaluation apparatus that evaluates biological information measured from a person to be measured and stored in a first storage unit, and is divided into a plurality of divided daily periods. Based on reference data indicating a reference value of biological information, a biological information evaluation unit that evaluates biological information stored in the first storage unit, and at least measurement of biological information stored in the first storage unit And a reference data control unit that controls the reference data used by the biometric information evaluation unit to evaluate the biometric information based on the time calendar information.
  • the biological information measuring device of the present invention includes the biological information evaluating device and a biological information measuring unit that measures biological information from the measurement subject and stores the measured biological information in the first storage unit.
  • the biological information evaluation method of the present invention is a biological information evaluation method for evaluating biological information measured from a measurement subject and stored in a first storage unit, and is divided into a plurality of divided daily periods. Based on reference data indicating a reference value of biological information, a biological information evaluation step for evaluating biological information stored in the first storage unit, and at least measurement of biological information stored in the first storage unit A reference data control step for controlling the reference data used for the evaluation of the biological information in the biological information evaluation step based on time calendar information.
  • the biological information evaluation program of the present invention is a biological information evaluation program for evaluating biological information measured from a measurement subject and stored in a first storage unit, and is divided into a plurality of divided daily periods. Based on reference data indicating a reference value of biological information, a biological information evaluation step for evaluating biological information stored in the first storage unit, and at least measurement of biological information stored in the first storage unit Based on the calendar information of time, the computer executes a reference data control step for controlling the reference data used for the evaluation of the biological information in the biological information evaluation step.
  • a biological information evaluation apparatus a biological information measuring apparatus, a biological information evaluation method, and a biological information that can perform appropriate evaluation on biological information that varies due to various factors other than daily fluctuations and daily fluctuations.
  • An information evaluation program can be provided.
  • FIG. 1 It is a figure which shows schematic structure of the biometric information evaluation assistance system 100 for describing one Embodiment of this invention. It is a figure which shows the internal hardware constitutions of the biometric information measuring apparatus 1 of the biometric information evaluation assistance system 100 shown in FIG. It is a functional block diagram of the system control part 11 of the biological information measuring device 1 shown in FIG. It is a figure which shows an example of reference
  • FIG. 1 It is a figure which shows the internal hardware constitutions of the hospital terminal 4 of the biometric information evaluation assistance system 100A shown in FIG. It is a functional block diagram of the system control part 41 of the hospital terminal 4 shown in FIG. It is a flowchart for demonstrating operation
  • FIG. 1 is a diagram showing a schematic configuration of a biological information evaluation support system 100 for explaining an embodiment of the present invention.
  • the biological information evaluation support system 100 includes a plurality (three in the example of FIG. 1) of biological information measuring devices 1, a biological information management device 2, and a network 3 such as the Internet.
  • the plurality of biological information measuring devices 1 are each configured to be connectable to the network 3.
  • the biological information management device 2 is a device managed by an operator of the biological information evaluation support system 100 and is configured to be connectable to the network 3.
  • FIG. 2 is a diagram showing an internal hardware configuration of the biological information measuring apparatus 1 of the biological information evaluation support system 100 shown in FIG.
  • the biological information measuring device 1 measures biological information such as blood pressure information, pulse information, or heart rate information.
  • the blood pressure information includes, for example, systolic blood pressure, diastolic blood pressure, or average blood pressure.
  • the pulse information includes, for example, the pulse rate.
  • the heart rate information includes, for example, a heart rate.
  • the biological information measuring device 1 includes a pulse wave detection unit 10, a system control unit 11 that performs overall control, a communication interface (I / F) 12, a first storage unit 13, an operation unit 14, and a display unit 15. And comprising.
  • the pulse wave detection unit 10 detects a pulse wave from a living body part (for example, a wrist) of the measurement subject.
  • a device that detects a pressure pulse wave as a pulse wave by a tonometry method or the like is used.
  • the pulse wave detection unit 10 may detect a volume pulse wave as a pulse wave.
  • the pulse wave detection unit 10 may detect a pulse wave by reflected light from an artery obtained by applying light to the artery.
  • the pulse wave detector 10 detects a pulse wave generated every one beat (period in which the heart beats once), and inputs the detected pulse wave to the system controller 11.
  • the system control unit 11 is mainly composed of a processor, and includes a ROM (Read Only Memory) in which a program executed by the processor is stored, a RAM (Random Access Memory) as a work memory, and the like.
  • the system control unit 11 constitutes a biological information evaluation apparatus.
  • the communication I / F 12 is an interface for connecting to the network 3 by wire or wireless.
  • the first storage unit 13 is a storage medium that stores various data such as biological information measured by the biological information measuring device 1.
  • the first storage unit 13 is configured by, for example, a flash memory.
  • the first storage unit 13 may be a portable storage medium that can be attached to and detached from the biological information measuring apparatus 1.
  • the operation unit 14 is an interface for inputting an instruction signal to the system control unit 11, and includes a button or a touch panel for instructing start or end of various operations including measurement of biological information.
  • the display unit 15 is for displaying various kinds of information such as measured biological information, and is configured by a liquid crystal display device, for example.
  • FIG. 3 is a functional block diagram of the system control unit 11 of the biological information measuring apparatus 1 shown in FIG.
  • the system control unit 11 includes a biological information measurement unit 11A, a data transmission control unit 11B, a reference data control unit 11C, and a biological information evaluation unit 11D.
  • the biological information measurement unit 11A, the data transmission control unit 11B, the reference data control unit 11C, and the biological information evaluation unit 11D are configured by a processor executing a program stored in the ROM.
  • This program includes a biological information evaluation program.
  • the biological information measuring unit 11A measures the biological information by a known method based on the pulse wave input from the pulse wave detecting unit 10.
  • the biological information measuring unit 11A includes the measured biological information, pulse wave detection time information used to measure the biological information (hereinafter referred to as biological information measurement time information), date information at the time of measuring the biological information,
  • biological information measurement time information pulse wave detection time information used to measure the biological information
  • date information at the time of measuring the biological information hereinafter referred to as biological information measurement time information
  • the day information is stored in the first storage unit 13 in association with each other.
  • the biological information measurement unit 11A generates measurement data including biological information, measurement time information, date information, and day information, and stores the measurement data in the first storage unit 13.
  • the date information is information such as the combination of the year and the month such as January to December and the day of the month such as 1st to 31st, the information of the combination of the month and day, or the information of the month.
  • the day information is information indicating a day of the week such as Monday, Tuesday,... Or Sunday. Date information and day information are each one of calendar information.
  • the data transmission control unit 11B is stored in the first storage unit 13 at a predetermined timing such as a timing when a biological information measurement start instruction is given or a timing when the biological information measuring device 1 is connected to the network 3.
  • the ID of the person to be measured is added to the measured data (biological information + measurement time information + date information + day-of-week information), and the measurement data with the added ID is transmitted from the communication I / F 12 to the biological information management apparatus 2.
  • the ID of the person to be measured can be manually stored in the first storage unit 13 by operating the operation unit 14.
  • This ID for example, an ID assigned in a hospital where the person to be measured passes is used.
  • the biological information evaluation unit 11D performs evaluation of biological information included in the measurement data stored in the first storage unit 13 based on the reference data.
  • Evaluation of biometric information means determining whether or not the biometric information has a value that should be noted about the health condition. Specifically, whether or not the biometric information exceeds a reference value constituting the reference data. Say to judge.
  • the biological information evaluation unit 11D stores the evaluation result by adding information (for example, a flag) indicating that the reference value has been exceeded to the measurement data.
  • the reference data is data indicating a reference value of the biological information for each divided period divided into a plurality of days.
  • the length of this divided period for example, an arbitrary value such as 30 minutes, 1 hour, or 2 hours is set. Further, each divided period may not have the same length, and the length of the divided period may vary.
  • FIG. 4 is a diagram showing an example of the reference data.
  • the reference data shown in FIG. 4 is data in which one reference value is associated with each divided period obtained by equally dividing one day into 24 in units of one hour.
  • the horizontal axis shown in FIG. 4 indicates the time of the day, and the vertical axis indicates the reference value of the biological information.
  • the unit of the reference value is [mmHg].
  • the reference data shown in FIG. 4 has a data structure in which one reference value is associated with the N hour range (period between N hour and N hour 59 minutes 59 seconds), where N is any of 0 to 23. It has become.
  • the reference data control unit 11C controls the reference data used by the biological information evaluation unit 11D for evaluation of biological information.
  • the reference data control unit 11C sends the measurement data stored in the first storage unit 13 and a request signal for requesting transmission of the reference data from the communication I / F 12. It is transmitted to the biological information management device 2.
  • the reference data control unit 11C acquires the reference data transmitted from the biological information management device 2 in response to the request signal and received by the communication I / F 12.
  • the reference data control unit 11C sets the acquired reference data as reference data (hereinafter referred to as evaluation reference data) used by the biological information evaluation unit 11D for evaluation of the biological information.
  • the reference data control unit 11C adds an evaluation flag to the acquired reference data, and stores the reference data with the evaluation flag added in the first storage unit 13. By this series of processing, this reference data is set as evaluation reference data.
  • the biometric information evaluation unit 11D evaluates the biometric information based on the evaluation reference data to which the evaluation flag is added.
  • the reference data control unit 11 ⁇ / b> C has newly added the evaluation flag by overwriting the reference data. Store reference data.
  • FIG. 5 is a diagram showing an internal hardware configuration of the biological information management apparatus 2 of the biological information evaluation support system 100 shown in FIG.
  • the biological information management device 2 includes a system control unit 21 that performs overall control, a communication interface (I / F) 22, and a second storage unit 23.
  • the system control unit 21 is configured mainly with a processor, and includes a ROM for storing a program executed by the processor, a RAM as a work memory, and the like.
  • the communication I / F 22 is an interface for connecting to the network 3 by wire or wireless.
  • the second storage unit 23 includes measurement data (biological information + measurement time information + date information + day information) and ID transmitted from the biological information measuring device 1 and received by the communication I / F 22, and attribute information of the person being measured. And memorize.
  • the second storage unit 23 is composed of a storage medium such as a flash memory.
  • the second storage unit 23 may be in a location accessible from the biological information management device 2, and may be a storage server connected to the network 3, for example.
  • Attribute information is information indicating gender, age, and diseased state.
  • the information indicating the disease state includes, for example, information indicating the presence or absence of the disease, and information indicating the disease name such as hypertension or diabetes when the disease is present.
  • the attribute information of the measured person and the ID assigned to the measured person are stored in advance in the second storage unit 23 by a known method.
  • a hospital-related person or a person to be measured operates a hospital terminal such as a personal computer that is installed in a hospital and can access the biological information management apparatus 2, attribute information and ID are stored in the second storage unit 23 by the hospital terminal. Can be memorized.
  • FIG. 6 is a functional block diagram of the system control unit 21 of the biological information management apparatus 2 shown in FIG.
  • the system control unit 21 includes a reference data generation unit 21A and a measurement data storage control unit 21B.
  • the reference data generation unit 21A and the measurement data storage control unit 21B are configured by the processor of the system control unit 21 executing a program stored in the ROM.
  • the measurement data storage control unit 21B performs control to store the measurement data transmitted from the biological information measurement device 1 and received by the communication I / F 22 in the second storage unit 23.
  • FIG. 7 and 8 are diagrams showing an example of the data structure of the second storage unit 23 of the biological information management apparatus 2 shown in FIG.
  • the second storage unit 23 stores an attribute table in which attribute information is associated with each ID of the person to be measured, and the second storage unit 23 stores FIG. As shown in FIG. 4, a measurement table in which a set of date information, day information, measurement time information, and biological information is associated with each ID of the measurement subject is stored.
  • the reference data generation unit 21A generates reference data for each combination of calendar information and attribute information based on the attribute table and measurement table data stored in the second storage unit 23, and generates the generated reference data as the second reference data. Is stored in the storage unit 23.
  • the reference data generation unit 21A refers to the attribute table and selects an arbitrary ID and an ID corresponding to the same attribute information as the attribute information corresponding to the arbitrary ID.
  • the reference data generation unit 21A refers to the measurement table and extracts a set of biological information, measurement time information, date information, and day information corresponding to the selected ID.
  • the reference data generation unit 21A groups the extracted sets with the same combination of month information and day information.
  • the reference data generation unit 21A groups biometric information belonging to each set group obtained by grouping with the same “hour” information (1 to 12) of measurement time information.
  • the reference data generation unit 21A generates a representative value of biometric information belonging to each period group obtained by grouping with “time” information as a reference value for this period group.
  • the representative value is a period group such as an average value of all the biological information belonging to the period group, a mode value of all the biological information belonging to the period group, or a central value of all the biological information belonging to the period group. It is the value which shows the tendency of the biometric information which belongs to.
  • reference data as shown in FIG. 4 is generated for each set group. That is, for arbitrary attribute information, as shown in FIG. 9, reference data for each calendar information (combination of month and day) is stored.
  • the reference data generation unit 21A repeats the same processing for unselected IDs included in the attribute table, thereby generating the reference data group shown in FIG. 9 for every attribute information included in the attribute table, and the second data Store in the storage unit 23.
  • the leveled data is generated. It is effective as a standard for evaluation.
  • FIG. 10 is a flowchart for explaining the operation of the biological information measuring apparatus 1 of the biological information evaluation support system 100 shown in FIG.
  • the communication I / F 12 of the biological information measuring apparatus 1 can be connected to a mobile communication network, for example, and can be connected to the network 3 via the mobile communication network at an arbitrary timing.
  • the reference data control unit 11C of the biological information measuring device 1 includes the current month information and day information, The measurement subject ID and a request signal for requesting transmission of the reference data are transmitted from the communication I / F 12 to the biological information management apparatus 2.
  • the system control unit 21 of the biological information management apparatus 2 that has received the request signal transmits the request signal based on the ID of the measurement subject received together with the request signal and the attribute table of the second storage unit 23.
  • the attribute information of the user (measured person) of the original biological information measuring apparatus 1 is determined.
  • the system control unit 21 of the biological information management apparatus 2 receives the month information received together with the request signal from the reference data stored in the second storage unit 23 corresponding to the determined attribute information. And reference data corresponding to the combination of day information. Then, the system control unit 21 of the biological information management device 2 transmits the read reference data to the biological information measurement device 1 that is the transmission source of the request signal.
  • the reference data control unit 11C of the biological information measuring device 1 acquires the reference data transmitted from the biological information management device 2 and received by the communication I / F 12, and sets this reference data as evaluation reference data (step S1). ).
  • the biological information measuring unit 11A measures biological information from the measurement subject (step S2), and includes the measured biological information, measurement time information of the biological information, current date information, and day information.
  • the measurement data is stored in the first storage unit 13 (step S3).
  • the biological information evaluation unit 11D determines that the biological information (for example, systolic blood pressure) included in the measurement data stored in step S3 corresponds to the measurement time information included in the measurement data in the evaluation reference data. It is determined whether or not (step S4).
  • the biological information for example, systolic blood pressure
  • step S4 If the determination in step S4 is NO, the process proceeds to step S7.
  • step S4 If the determination in step S4 is YES, the biological information evaluation unit 11D adds a flag indicating that the reference value has been exceeded to the measurement data stored in step S3 (step S5).
  • Step S6 the system control unit 11 of the biological information measuring apparatus 1 notifies the measurement subject of this information by, for example, displaying information indicating that the measured biological information exceeds the reference value on the display unit 15.
  • Step S7 the process of step S7 is performed.
  • step S7 the system control unit 11 of the biological information measuring device 1 determines whether an instruction to end measurement of biological information has been given. If the measurement end instruction has been given (step S7: YES), the measurement operation is ended. .
  • the system control unit 11 of the biological information measuring apparatus 1 confirms the current month information and day of the week information when the measurement end instruction has not been given (step S7: NO), and the month after the processing of step S1 is performed. It is determined whether the information or day information has changed (step S8).
  • the timing at which the date or day of the week is changed is usually midnight, but this timing is set to a predetermined time such as 6:00 am, and the system control unit 11 performs the process after step S1 is performed. When the time is reached, it may be determined that the date or day of the week has changed.
  • step S8 determines whether the determination in step S8 is YES or not. If the determination in step S8 is YES, the process returns to step S1, and if the determination in step S8 is NO, the process returns to step S2.
  • the reference data for evaluation used for evaluating biological information is data having a reference value for each divided period obtained by dividing one day into a plurality of parts. Therefore, it is possible to evaluate the biological information with an optimum reference value considering the daily fluctuation of the biological information.
  • the reference data for evaluation is not always the same, and is appropriately changed according to the month information or the day of the week information at the time of measuring the biological information. For this reason, biometric information can be evaluated with the optimal reference value which considered the fluctuation
  • biometric information varies greatly depending on gender, age, presence or absence of disease, etc., but the biometric information measuring device 1 uses the reference data generated from the biometric information of the person having the same attribute information as the subject.
  • the biological information can be evaluated based on the above. For this reason, biometric information can be evaluated with the optimal reference value in consideration of individual attribute information.
  • step S3 of the flowchart shown in FIG. 10 the biological information measurement unit 11A stores the evaluation reference data set in step S1 in the first storage unit 13 in association with the measured biological information. Good. Thereby, it becomes possible to confirm later what kind of reference data is used for the biometric information, which can be used for diagnosis and the like.
  • FIG. 11 is a schematic diagram showing a schematic configuration of a biological information evaluation support system 100A that is a modification of the biological information evaluation support system 100 shown in FIG.
  • the biological information evaluation support system 100A shown in FIG. 11 is the same as the biological information evaluation support system 100 shown in FIG. 1 except that the biological information measurement device 1 is changed to the biological information measurement device 1A and the hospital terminal 4 is added. It is the same composition as. For this reason, the same components as those in FIG.
  • biological information evaluation support system 100A it is assumed that biological information is not evaluated in the biological information measuring apparatus 1A, but biological information is evaluated in the hospital terminal 4.
  • the biological information measuring apparatus 1A For example, after a patient who goes to a hospital measures biological information over a predetermined period with the biological information measuring apparatus 1A, the biological information measuring apparatus 1A is brought into the hospital. In the hospital, the measurement data is read into the hospital terminal 4 from the biological information measuring device 1A, the biological information is evaluated and the evaluation result is displayed on the hospital terminal 4, and the doctor performs a diagnosis with reference to the evaluation result. Is called.
  • the hospital terminal 4 is accessible to the biological information management apparatus 2 via the network 3, and is an electronic device such as a personal computer or a tablet terminal installed in the hospital.
  • the hospital terminal 4 can be connected to the biological information measuring device 1 by wire or wireless, and can read data in the first storage unit 13.
  • the hospital terminal 4 has means for reading data from the storage medium, and the data can be read from the attached storage medium. Good.
  • the internal hardware configuration of the biological information measuring apparatus 1A is the same as that shown in FIG.
  • the functional block diagram of the system control unit 11 of the biological information measuring apparatus 1A is obtained by deleting the reference data control unit 11C and the biological information evaluation unit 11D in FIG.
  • FIG. 12 is a diagram showing an internal hardware configuration of the hospital terminal 4 of the biological information evaluation support system 100A shown in FIG.
  • the hospital terminal 4 includes a system control unit 41 that performs overall control, a communication interface (I / F) 42, a third storage unit 43, an operation unit 44, and a display unit 45.
  • the system control unit 41 is configured mainly with a processor, and includes a ROM that stores a program executed by the processor, a RAM as a work memory, and the like.
  • the communication I / F 42 includes an interface for connecting to the network 3 by wire or wireless, and an interface for connecting by wire or wireless to an electronic device including the biological information measuring device 1A.
  • the third storage unit 43 is a storage medium that stores data read from the biological information measuring apparatus 1A.
  • the third storage unit 43 is configured by a storage medium such as a flash memory.
  • the third storage unit 43 only needs to be accessible from the hospital terminal 4, and may be a storage server connected to the network 3, for example.
  • the operation unit 44 is an interface for inputting an instruction signal to the system control unit 41, and includes a keyboard, a mouse, a button, a touch panel, or the like.
  • the display unit 45 is for displaying various types of information such as biological information stored in the third storage unit 43, and is configured by, for example, a liquid crystal display device.
  • FIG. 13 is a functional block diagram of the system control unit 41 of the hospital terminal 4 shown in FIG.
  • the system control unit 41 includes a reference data control unit 41C and a biological information evaluation unit 41D.
  • the reference data control unit 41C and the biological information evaluation unit 41D are configured by a processor executing a program stored in a ROM. This program includes a biological information evaluation program.
  • the system control unit 41 constitutes a biological information evaluation apparatus.
  • the reference data control unit 41C sets reference data used by the biological information evaluation unit 41D for evaluation.
  • the biological information evaluation unit 41D evaluates the biological information acquired from the biological information measuring device 1A and stored in the third storage unit 43 based on the reference data (evaluation reference data) set by the reference data control unit 41C. I do.
  • FIG. 14 is a flowchart for explaining the operation of the hospital terminal 4 of the biological information evaluation support system 100A shown in FIG.
  • the biological information measuring apparatus 1A is brought into the hospital by the person to be measured and connected to the hospital terminal 4 installed in the hospital.
  • the system control unit 41 of the hospital terminal 4 reads the measurement data and the ID of the measurement subject stored in the first storage unit 13 of the biological information measurement apparatus 1A, and the read measurement data and ID The data is stored in the third storage unit 43 (step S11).
  • the reference data control unit 41C of the system control unit 41 selects measurement data including arbitrary month information and arbitrary day information from the measurement data stored in the third storage unit 43 (step S12).
  • the reference data control unit 41C of the system control unit 41 receives the month information and day information included in the selected measurement data, the ID stored in the third storage unit 43, and a request signal for requesting transmission of the reference data. Are transmitted to the biological information management device 2.
  • the system control unit 21 of the biological information management apparatus 2 that has received the request signal corresponds to the ID based on the ID of the measurement subject received together with the request signal and the attribute table of the second storage unit 23.
  • the attribute information to be determined is determined.
  • the system control unit 21 of the biological information management apparatus 2 receives the month information received together with the request signal from the reference data stored in the second storage unit 23 corresponding to the determined attribute information. And reference data corresponding to the combination of day information. Then, the system control unit 21 of the biological information management apparatus 2 transmits the read reference data to the hospital terminal 4 that is the transmission source of the request signal.
  • the reference data control unit 41C of the hospital terminal 4 acquires the reference data transmitted from the biological information management device 2 and received by the communication I / F 42, and sets this reference data as evaluation reference data (step S13).
  • the biological information evaluation unit 41D of the hospital terminal 4 sets one of the biological information included in the measurement data selected in Step S12 as an evaluation target (Step S14).
  • the biological information evaluation unit 41D of the hospital terminal 4 sets the reference value corresponding to the measurement time information of the biological information in the evaluation reference data set in step S13 as the evaluation target biological information (for example, systolic blood pressure). It is determined whether or not it exceeds (step S15).
  • the evaluation target biological information for example, systolic blood pressure
  • step S15 If the determination in step S15 is NO, the process proceeds to step S17.
  • step S15 When the determination in step S15 is YES, the biometric information evaluation unit 41D of the hospital terminal 4 adds a flag indicating that the reference value has been exceeded to the biometric information to be evaluated (step S16), and performs the process in step S17. Transition.
  • step S17 the biological information evaluation unit 41D of the hospital terminal 4 determines whether or not all the biological information included in the selected measurement data has been set as an evaluation target.
  • step S17 the biological information evaluation unit 41D of the hospital terminal 4 changes the biological information to be evaluated to one that has not yet been set as the evaluation target (step S18), and the process proceeds to step S15. return.
  • step S17 determines whether there is unselected measurement data among the measurement data stored in the third storage unit 43 (step S19). .
  • step S19 If the determination in step S19 is YES, the biological information evaluation unit 41D of the hospital terminal 4 changes the combination of the month information and the day information to another combination and selects measurement data including the changed month information and the day information. (Step S20), and the process returns to Step S13.
  • step S19 If the determination in step S19 is NO, the system control unit 41 of the hospital terminal 4 notifies the measurement result of the biological information (step S21) and ends the process.
  • the system control unit 41 of the hospital terminal 4 displays, for example, a graph with each biological information evaluated on the vertical axis and the measurement time on the horizontal axis on the display unit 45. In this graph, the reference value is exceeded. Biometric information is highlighted.
  • the biological information evaluation support system 100A As described above, according to the biological information evaluation support system 100A, as with the biological information evaluation support system 100, it is possible to appropriately evaluate biological information.
  • the function of the biological information measuring device 1A can be simplified, and the manufacturing cost and power consumption of the biological information measuring device 1A can be reduced.
  • the biological information measuring device 1 performs the measurement of biological information and the evaluation of biological information in parallel, but the biological information measuring device 1 evaluates the biological information.
  • the timing for performing the measurement may not be during measurement of biological information.
  • the system control unit 11 of the biological information measuring device 1 targets the measurement data stored in the first storage unit 13 after the measurement of the biological information or at a timing instructed by the measurement subject. What is necessary is just to start the process after step S12 shown in FIG.
  • the biological information measuring apparatus 1 When the biological information measuring apparatus 1 performs the measurement of biological information and the evaluation of biological information in parallel as in the operation example shown in FIG. 10, the biological information is sent to the subject in real time at a timing when the biological information exceeds the reference value. Can be notified. Therefore, it is effective for a person who needs to strictly manage biometric information.
  • reference data is generated and stored in the second storage unit 23 for each combination of month information, day information, and attribute information.
  • reference data may be generated for each combination of temperature information, day information, and attribute information and stored in the second storage unit 23.
  • the biological information measuring device 1 or the biological information measuring device 1A includes a temperature sensor that detects the temperature (air temperature) around the device when measuring biological information.
  • the living body information measuring device 1 or the living body information measuring unit 11A of the living body information measuring device 1A in this modified example includes the measured living body information, the measurement time information of the living body information, the date information and the day of the week information when measuring the living body information. And the temperature information at the time of measurement of the biological information are stored in the first storage unit 13 in association with each other.
  • the biological information measuring unit 11A generates the air temperature information from the temperature information detected by the temperature sensor.
  • the temperature information may be the temperature itself detected by the temperature sensor, or may be information indicating where the temperature detected by the temperature sensor belongs to a predetermined range of temperature ranges. Good.
  • the temperature detected by the temperature sensor is If the temperature is 26 ° C., information indicating a temperature range of 20 ° C. to 30 ° C. is generated as the temperature information.
  • the reference data generation unit 21A of the biological information management device 2 in this modification example is based on the attribute table and measurement table data stored in the second storage unit 23 for each combination of calendar information, attribute information, and temperature information. Reference data is generated, and the generated reference data is stored in the second storage unit 23.
  • the reference data generation unit 21A refers to the attribute table and selects an arbitrary ID and an ID corresponding to the same attribute information as the attribute information corresponding to the arbitrary ID.
  • the reference data generation unit 21A refers to the measurement table and extracts a set of biological information, measurement time information, date information, day information, and temperature information corresponding to the selected ID.
  • the reference data generation unit 21A groups the extracted sets with the same combination of day information and temperature information.
  • the reference data generation unit 21A groups biometric information belonging to each set group obtained by grouping with the same “hour” information (1 to 12) of measurement time information.
  • the reference data generation unit 21A generates a representative value of the biological information belonging to each period group obtained by grouping with “hour” information as a reference value for the period group.
  • reference data for each combination of day information and temperature information is stored for arbitrary attribute information as shown in FIG.
  • the reference data generation unit 21A repeats the same processing for unselected IDs included in the attribute table, thereby generating the reference data group shown in FIG. 15 for every attribute information included in the attribute table. Store in the storage unit 23.
  • FIG. 16 is a flowchart for explaining the operation of the biological information measuring apparatus 1 in the biological information evaluation support system 100 according to the modification. In FIG. 16, the same processes as those in FIG.
  • the reference data control unit 11C of the biological information measuring device 1 includes the current temperature information and day information, The measurement subject ID and a request signal for requesting transmission of the reference data are transmitted from the communication I / F 12 to the biological information management apparatus 2.
  • the system control unit 21 of the biological information management apparatus 2 that has received the request signal transmits the request signal based on the ID of the measurement subject received together with the request signal and the attribute table of the second storage unit 23.
  • the attribute information of the user (measured person) of the original biological information measuring apparatus 1 is determined.
  • the system control unit 21 of the biological information management apparatus 2 receives the temperature information received together with the request signal from the reference data stored in the second storage unit 23 corresponding to the determined attribute information. And reference data corresponding to the combination of day information. Then, the system control unit 21 of the biological information management device 2 transmits the read reference data to the biological information measurement device 1 that is the transmission source of the request signal.
  • the reference data control unit 11C of the biological information measuring device 1 acquires the reference data transmitted from the biological information management device 2 and received by the communication I / F 12, and sets this reference data as evaluation reference data (step S1a). ). After step S1a, steps S2 to S7 are performed. And when determination of step S7 is NO, the system control part 11 of the biometric information measuring device 1 confirms the present temperature information and day information, and after the process of step S1a is performed, temperature information or day information It is determined whether or not has changed (step S8a).
  • the system control unit 11 returns the process to step S1a if the determination in step S8a is YES, and returns the process to step S2 if the determination in step S8a is NO.
  • FIG. 17 is a flowchart for explaining the operation of the hospital terminal 4 in the biometric information evaluation support system 100A of the modified example.
  • the same processes as those in FIG. 17 are identical processes as those in FIG. 17
  • the reference data control unit 41C of the system control unit 41 selects measurement data including arbitrary temperature information and arbitrary day information from the measurement data stored in the third storage unit 43 (step S12a). ).
  • the reference data control unit 41C of the system control unit 41 receives the temperature information and day information included in the selected measurement data, the ID stored in the third storage unit 43, and a request signal for requesting transmission of the reference data. Are transmitted to the biological information management device 2.
  • the system control unit 21 of the biological information management apparatus 2 that has received the request signal corresponds to the ID based on the ID of the measurement subject received together with the request signal and the attribute table of the second storage unit 23.
  • the attribute information to be determined is determined.
  • the system control unit 21 of the biological information management apparatus 2 receives the temperature information received together with the request signal from the reference data stored in the second storage unit 23 corresponding to the determined attribute information. And reference data corresponding to the combination of day information. Then, the system control unit 21 of the biological information management apparatus 2 transmits the read reference data to the hospital terminal 4 that is the transmission source of the request signal.
  • the reference data control unit 41C of the hospital terminal 4 acquires reference data transmitted from the biological information management apparatus 2 and received by the communication I / F 42, and sets this reference data as evaluation reference data (step S13a). After step S13a, the processing of step S14 to step S19 is performed.
  • step S19 If the determination in step S19 is YES, the system control unit 41 of the hospital terminal 4 changes the combination of the temperature information and day information to another combination, and selects measurement data including the changed temperature information and day information. (Step S20a), the process is returned to Step S13a.
  • the reference data is generated and stored for each combination of the temperature information, the day of the week information, and the attribute information.
  • the biometric information can be evaluated using the reference data corresponding to the attribute information of the person and the day information when measuring the biometric information. Assuming blood pressure information as biometric information, blood pressure information varies greatly with temperature. For this reason, the biological information can be appropriately evaluated by evaluating the biological information based on the reference data considering the temperature information at the time of measuring the biological information.
  • the biological information management device 2 generates reference data based on measurement data for a plurality of persons measured by a plurality of biological information measurement devices 1 (biological information measurement device 1A).
  • biological information measurement device 1A biological information measurement device 1A
  • a mode in which the biological information measuring device 1 generates reference data will be described below.
  • FIG. 18 is a diagram showing an internal hardware configuration of the biological information measuring apparatus 1B for explaining an embodiment of the present invention.
  • the hardware configuration of the biological information measuring apparatus 1B shown in FIG. 18 is the same as that of the biological information measuring apparatus 1 shown in FIG. 2 except that the communication I / F 12 is deleted. For this reason, the same components as those in FIG.
  • FIG. 19 is a functional block diagram of the system control unit 11 of the biological information measuring apparatus 1B shown in FIG.
  • the system control unit 11 shown in FIG. 19 has a configuration in which the data transmission control unit 11B is deleted and the reference data control unit 11C is changed to the reference data control unit 110C in FIG. For this reason, the same components as those in FIG.
  • the reference data control unit 110C is configured by a processor executing a program stored in a ROM. This program includes a biological information evaluation program.
  • the system control unit 11 of the biological information measuring device 1B constitutes a biological information evaluation device.
  • the reference data control unit 110C stores the measurement data for each day of the week based on the measurement data for the seven days.
  • Reference data is generated, and the generated reference data and the measurement month information of the biological information used for generating the reference data are stored in the first storage unit 13 in association with each other.
  • the measurement data for one day refers to data obtained by continuous measurement during the period from 0:00 to 23:59.
  • the reference data control unit 110C belongs to each period group obtained by grouping the biological information included in the measurement data for one day measured on Monday of the same month by the information of “hour”. A representative value of biometric information is generated as a reference value for this period group. By such processing, reference data corresponding to Monday is generated.
  • the reference data control unit 110C stores the reference data corresponding to Monday on the first storage unit 13 in association with the month information included in the measurement data used for generating the reference data.
  • the reference data control unit 110C generates and stores reference data corresponding to each of Monday through Sunday by performing the same processing on the measurement data measured on other days of the week.
  • the reference data control unit 110 ⁇ / b> C selects the reference data corresponding to the day information associated with the biometric information to be evaluated from the reference data stored in the first storage unit 13. The correction is performed based on the month information associated with the biological information to be evaluated, and the corrected reference data is set as the evaluation reference data.
  • winter blood pressure information tends to be higher than summer blood pressure information.
  • the reference data for each day of the week generated by the reference data control unit 110C and stored in the first storage unit 13 does not consider such seasonal variation.
  • the biological information measuring device 1B when blood pressure information is measured on any Tuesday in August by the biological information measuring device 1B, even if the biological information is evaluated based on the reference data corresponding to Tuesday, the reference data is 12 If it is generated based on biological information measured on any Tuesday of the month, there is a possibility that an accurate evaluation is not performed.
  • the reference data control unit 110C measures the reference data for evaluation based on the relationship between the month information at the time of measuring the biological information and the information on the measurement month of the biological information used for generating the reference data for evaluation. Correct the data to match the month of the hour.
  • FIG. 20 is a diagram illustrating an example of correction processing of reference data by the reference data control unit 110C of the system control unit 11 illustrated in FIG.
  • each reference value of the reference data generated based on the biometric information measured on the Sunday of December is uniformly reduced.
  • An example in which data is corrected is shown.
  • each reference of the reference data for the combination of the month information included in the measurement data used for generating the reference data and the month information associated with the biological information to be evaluated A table storing correction values indicating how much the value should be increased or decreased is stored in the first storage unit 13 in advance.
  • the reference data control unit 110C corresponds to a combination of the month information associated with the biological information to be evaluated and the month information included in the measurement data used for generating the reference data.
  • the correction value to be read is read, and the reference data is corrected according to the read correction value. This makes it possible to evaluate biological information in consideration of changes in biological information due to seasonal differences.
  • FIG. 21 is a flowchart for explaining the operation of the biological information measuring apparatus 1B shown in FIG.
  • the flowchart shown in FIG. 21 is the same as the flowchart shown in FIG. 10 except that step S1 is changed to step S1A. For this reason, the same processes as those in FIG.
  • the reference data control unit 110C reads from the first storage unit 13 the reference data corresponding to the current day of the week information and the month information associated therewith.
  • the reference data control unit 110C refers to the table stored in the first storage unit 13 and reads the correction value corresponding to the combination of the current month information and the read month information.
  • the reference data control unit 110C corrects the read reference data based on the read correction value, and sets the corrected reference data as evaluation reference data (step S1A). After the process of step S1A, the process after step S2 is performed.
  • the biological information measuring apparatus 1B it is possible to generate reference data by itself. For this reason, the cost required for system construction can be eliminated and cost reduction can be realized. Moreover, according to the biological information measuring device 1B, the biological information is evaluated based on the reference data generated based on the biological information of the user himself / herself of the biological information measuring device 1B. It becomes possible to evaluate.
  • the reference data control unit 110C has the same month information and day information for the same day.
  • One reference data is generated based on the measured data, and the generated reference data is associated with the month information and day information associated with the biological information used for generating the reference data in the first storage. Store in the unit 13.
  • the reference data control unit 110C converts the reference data stored in the first storage unit 13 into the month information and day information associated with the biometric information to be evaluated. Based on the correction, the corrected reference data is set as evaluation reference data.
  • the reference data control unit 110C corrects according to the combination of the month information and day information associated with the biological information to be evaluated and the month information and day information associated with the reference data. A value is read, and the reference data is corrected according to the read correction value. This makes it possible to evaluate biometric information in consideration of changes in biometric information due to differences in seasons and days of the week.
  • FIG. 22 is a diagram showing a schematic configuration of a biological information evaluation support system 100B for explaining an embodiment of the present invention.
  • the biological information evaluation support system 100B includes a biological information measuring device 1C and a hospital terminal 4A.
  • the internal hardware configuration of the biological information measuring apparatus 1C is the same as that shown in FIG.
  • the functional block diagram of the system control unit 11 of the biological information measuring apparatus 1C is configured by deleting the data transmission control unit 11B, the reference data control unit 11C, and the biological information evaluation unit 11D in FIG.
  • the hardware configuration of the hospital terminal 4A is the same as that in FIG.
  • FIG. 23 is a functional block diagram of the system control unit 41 of the hospital terminal 4A shown in FIG.
  • the system control unit 41 of the hospital terminal 4A has the same configuration as that of FIG. 13 except that the reference data control unit 41C is changed to the reference data control unit 410C. For this reason, the same components as those in FIG.
  • the reference data control unit 410C is configured by a processor executing a program stored in a ROM. This program includes a biological information evaluation program.
  • the system control unit 41 of the hospital terminal 4A constitutes a biological information evaluation apparatus.
  • the reference data control unit 410C generates the reference data for each day of the week based on the measurement data for 7 days read from the biological information measurement apparatus 1C and stored in the third storage unit 43 of the hospital terminal 4A.
  • the generated reference data is stored in the third storage unit 43.
  • the method for generating the reference data is the same as described above.
  • the reference data control unit 410C corrects the reference data stored in the third storage unit 43 based on the month information of the biological information to be evaluated, and sets the corrected reference data as evaluation reference data.
  • the correction method is the same as described above.
  • FIG. 24 is a flowchart for explaining the operation of the hospital terminal 4A of the biological information evaluation support system 100B shown in FIG.
  • the flowchart shown in FIG. 24 is shown in FIG. 14 except that step S11 is changed to step S11A, step S30 is added, step S12 is changed to step S12A, and step S13 is changed to step S13A. It is the same as the flowchart.
  • the biological information measuring apparatus 1C is brought into the hospital by the person to be measured and connected to the hospital terminal 4A installed in the hospital.
  • the system control unit 41 of the hospital terminal 4A reads the measurement data stored in the first storage unit 13 of the biological information measurement apparatus 1C, and stores the read measurement data in the third storage unit 43. (Step S11A).
  • the reference data control unit 410C of the hospital terminal 4A generates reference data corresponding to each day of the week based on the measurement data of each day of the week stored in the third storage unit 43, and the third storage unit 43 (Step S30).
  • the reference data control unit 410C of the hospital terminal 4A selects measurement data having the same month information and including Monday day information from the measurement data stored in the third storage unit 43.
  • the reference data control unit 410C of the hospital terminal 4A generates reference data corresponding to Monday based on the selected measurement data, and associates the month information included in the selected measurement data with the generated reference data. Is stored in the storage unit 43.
  • the reference data control unit 410C of the hospital terminal 4A selects the measurement data to be selected as the measurement data having the same month information and including the day information on Tuesday, the measurement data having the same month information and including the day information on Wednesday,...
  • the same processing is performed while sequentially changing the day information, and the reference data corresponding to each day is generated.
  • the reference data control unit 410C of the hospital terminal 4A selects measurement data including arbitrary month information and arbitrary day information from the measurement data stored in the third storage unit 43 (step S12A).
  • the reference data control unit 410C of the hospital terminal 4A reads the reference data corresponding to the day information included in the selected measurement data and the month information corresponding to the reference data from the third storage unit 43.
  • the reference data control unit 410C of the hospital terminal 4A sets a correction value corresponding to the combination of the month information included in the selected measurement data and the month information corresponding to the read reference data in the table of the third storage unit 43. Based on the read correction value, the read reference data is corrected, and the corrected reference data is set as evaluation reference data (step S13A).
  • step S13A the processing after step S14 is performed.
  • the biological information evaluation support system 100B it is possible to generate reference data using only measurement data of an arbitrary person. For this reason, it is not necessary to construct a system for collecting measurement data of a plurality of persons, and the system cost can be reduced. Further, since the reference data can be generated by the hospital terminal 4A, the function of the biological information measuring device 1C can be simplified, and the cost and power consumption of the biological information measuring device 1C can be reduced.
  • the function of the reference data control unit 410C of the hospital terminal 4A may be changed as follows.
  • the reference data control unit 410C generates one reference data based on the measurement data for one day with the same month information and day-of-week information read from the biological information measuring device 1C, and the generated reference data and the reference data
  • the month information and the day of the week information included in the measurement data used to generate the are stored in the third storage unit 43 in association with each other.
  • the reference data control unit 410C converts the reference data stored in the third storage unit 43 into the month information and day information associated with the biological information to be evaluated. Based on the correction, the corrected reference data is set as evaluation reference data.
  • the reference data control unit 410C corresponds to a combination of the month information and day information associated with the biological information to be evaluated and the month information and day information associated with the reference data.
  • the correction value to be read is read, and the reference data is corrected according to the read correction value. This makes it possible to evaluate biometric information in consideration of changes in biometric information due to differences in seasons and days of the week.
  • the biological information measuring apparatus 1B shown in FIG. 18 generates reference data for each combination of month information and day information and stores them in the first storage unit 13.
  • reference data may be generated for each combination of temperature information and day information and stored in the first storage unit 13.
  • the biological information measuring device 1B includes a temperature sensor that detects the temperature (air temperature) around the device when measuring biological information. Further, the biological information measuring unit 11A of the biological information measuring device 1B includes the measured biological information, measurement time information of the biological information, date information and day information when measuring the biological information, and measurement of the biological information. Are stored in the first storage unit 13 in association with each other.
  • the reference data control unit 110C of the biological information measuring device 1B stores the measurement data measured by the biological information measuring unit 11A and stored in the first storage unit 13 for seven days.
  • the reference data for each day of the week is generated based on the measurement data of the minute, and the generated reference data is associated with the average value of the temperature information at the time of measurement of the biological information used for generating the reference data in the first storage Store in the unit 13.
  • the reference data control unit 110C includes the biometric information belonging to each period group obtained by grouping the biometric information included in the measurement data for one day measured on Monday by “hour” information. A representative value is generated as a reference value for this period group. By such processing, reference data corresponding to Monday is generated. The reference data control unit 110C associates the reference data corresponding to Monday with the average value of the temperature information included in the measurement data used to generate the reference data, and stores them in the first storage unit 13.
  • the reference data control unit 110C generates and stores reference data corresponding to each of Monday through Sunday by performing the same processing on the measurement data measured on other days of the week.
  • the reference data control unit 110 ⁇ / b> C selects the reference data corresponding to the day information associated with the biometric information to be evaluated from the reference data stored in the first storage unit 13. The correction is performed based on the temperature information associated with the biological information to be evaluated, and the corrected reference data is set as the evaluation reference data.
  • blood pressure information tends to be higher when the temperature is lower.
  • the reference data for each day of the week generated by the reference data control unit 110C and stored in the first storage unit 13 does not consider such temperature fluctuations.
  • the reference data control unit 110C determines the reference data for evaluation based on the relationship between the temperature information at the time of measurement of biological information and the average value of the temperature information associated with the reference data for evaluation. Correct the data to suit your needs.
  • a table storing correction values is stored in the first storage unit 13 in advance.
  • the reference data control unit 110C corrects the correction value corresponding to the combination of the temperature information associated with the biological information to be evaluated and the average value of the temperature information associated with the reference data. And the reference data is corrected according to the read correction value. This makes it possible to evaluate biological information in consideration of changes in biological information due to temperature differences.
  • the function of the reference data control unit 110C may be changed as follows.
  • the reference data control unit 110C stores the measurement data for one day with the same day information.
  • One reference data is generated based on the above.
  • the reference data control unit 110C is included in the generated reference data, the average value of the temperature information at the time of measurement of the biological information used for generating the reference data, and the measurement data used for generating the reference data.
  • the day information is stored in the first storage unit 13 in association with each other.
  • the reference data control unit 110C converts the reference data stored in the first storage unit 13 into the temperature information and day information associated with the biometric information to be evaluated. Based on the correction, the corrected reference data is set as evaluation reference data.
  • the reference data control unit 110C combines the temperature information and day information associated with the biological information to be evaluated with the average value and day information of the temperature information corresponding to the reference data.
  • the corresponding correction value is read, and the reference data is corrected according to the read correction value. This makes it possible to evaluate biological information in consideration of changes in biological information due to differences in temperature and days of the week.
  • the functions of the reference data control unit 110C and the biological information evaluation unit 11D of the biological information measuring device 1B according to this modification may be configured to be included in the hospital terminal in the same manner as described with reference to FIGS.
  • the various programs described above are stored in a non-transitory storage medium that can be read by a computer.
  • Such a “computer-readable storage medium” includes, for example, an optical medium such as a ROM and a CD-ROM (Compact Disc-ROM), or a magnetic storage medium such as a memory card.
  • Such a program can also be provided by downloading via a network.
  • the disclosed biological information evaluation device is a biological information evaluation device that evaluates biological information measured from a measurement subject and stored in a first storage unit, and is divided into a plurality of divided daily periods. Based on reference data indicating a reference value of biological information, a biological information evaluation unit that evaluates biological information stored in the first storage unit, and at least measurement of biological information stored in the first storage unit And a reference data control unit that controls the reference data used by the biometric information evaluation unit to evaluate the biometric information based on the time calendar information.
  • the reference data control unit is configured to measure calendar information at the time of measurement of biological information stored in the first storage unit, attribute information of the measurement subject, and measurement of the biological information.
  • the reference data is controlled based on the temperature information of the hour.
  • the reference data control unit is configured to change the reference data from the second storage unit that stores the reference data for each combination of calendar information, human attribute information, and temperature information to the first storage unit.
  • Reference data corresponding to a combination of calendar information and temperature information at the time of measurement of stored biological information and the attribute information of the person to be measured is acquired, and the acquired reference data is acquired by the biological information evaluation unit. It is set as reference data used for evaluation.
  • the reference data stored in the second storage unit is generated based on biological information for a plurality of persons, and the biological information for the plurality of persons
  • the attribute information of the person whose information is measured, the calendar information when measuring the biological information, and the temperature information when measuring the biological information are all the same.
  • the reference data control unit is configured to use the reference data based on calendar information at the time of measurement of biological information stored in the first storage unit and attribute information of the measurement subject. Is to control.
  • the reference data control unit is stored in the first storage unit from a second storage unit that stores the reference data for each combination of calendar information and human attribute information.
  • Reference data corresponding to a combination of calendar information at the time of measurement of biological information and the attribute information of the measurement subject, and reference data used by the biological information evaluation unit for evaluation of the biological information Is set as
  • the reference data stored in the second storage unit is generated based on biological information for a plurality of persons, and the biological information for the plurality of persons The attribute information of the person whose information is measured and the calendar information at the time of measurement of the biological information are all the same.
  • the reference data control unit is measured by a biological information measurement unit that measures biological information from the measurement subject, and is stored in the first storage unit for at least one day.
  • the reference data is generated based on the information, the reference data is corrected based on the month information and the day of the week information at the time of measurement of the biological information stored in the first storage unit, and the corrected reference data is used as the biological data.
  • the information evaluation unit is set as reference data used for evaluation of the biological information.
  • the reference data control unit is configured to generate the reference data for each day of the week based on biological information for seven days measured by the biological information measurement unit and stored in the first storage unit.
  • the reference data corresponding to the day information at the time of measurement of the biological information stored in the first storage unit is corrected based on the month information at the time of measurement of the biological information, and the corrected reference data Are set as reference data used by the biological information evaluation unit for evaluation of the biological information.
  • the reference data control unit is measured by a biological information measurement unit that measures biological information from the measurement subject, and is stored in the first storage unit for at least one day.
  • the reference data is generated based on the information, the reference data is corrected based on the temperature information and the day of the week information at the time of measurement of the biological information stored in the first storage unit, and the corrected reference data is used as the biological data.
  • the information evaluation unit is set as reference data used for evaluation of the biological information.
  • the reference data control unit is configured to generate the reference data for each day of the week based on biological information for seven days measured by the biological information measurement unit and stored in the first storage unit.
  • the reference data corresponding to the day of the week information at the time of measurement of the biological information stored in the first storage unit is corrected based on the temperature information at the time of measurement of the biological information, and the corrected reference data Are set as reference data used by the biological information evaluation unit for evaluation of the biological information.
  • the disclosed biological information measuring device includes the biological information evaluating device and a biological information measuring unit that measures biological information from the measurement subject and stores the measured biological information in the first storage unit.
  • the disclosed biological information measuring method is a biological information evaluation method for evaluating biological information measured from a measurement subject and stored in a first storage unit, and is divided into a plurality of divided daily periods. Based on reference data indicating a reference value of biological information, a biological information evaluation step for evaluating biological information stored in the first storage unit, and at least measurement of biological information stored in the first storage unit A reference data control step for controlling the reference data used for the evaluation of the biological information in the biological information evaluation step based on time calendar information.
  • the disclosed biological information measurement program is a biological information evaluation program for evaluating biological information measured from a person to be measured and stored in a first storage unit, and is divided into a plurality of divided daily periods. Based on reference data indicating a reference value of biological information, a biological information evaluation step for evaluating biological information stored in the first storage unit, and at least measurement of biological information stored in the first storage unit Based on the calendar information of time, the computer executes a reference data control step for controlling the reference data used for the evaluation of the biological information in the biological information evaluation step.
  • the present invention is particularly convenient and effective when applied to a blood pressure monitor or the like.

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PCT/JP2017/002791 2016-02-05 2017-01-26 生体情報評価装置、生体情報測定装置、生体情報評価方法、生体情報評価プログラム Ceased WO2017135156A1 (ja)

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EP17747314.7A EP3412202A4 (en) 2016-02-05 2017-01-26 DEVICE FOR ASSESSING BIOLOGICAL INFORMATION DEVICE, DEVICE FOR MEASURING BIOLOGICAL INFORMATION, METHOD FOR ASSESSING BIOLOGICAL INFORMATION AND PROGRAM FOR ASSESSING BIOLOGICAL INFORMATION
CN201780009853.3A CN108601541B (zh) 2016-02-05 2017-01-26 生物体信息评价装置、生物体信息测定装置、生物体信息评价方法、生物体信息评价程序
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