BEHAVIOR PREDICTION APPARATUS, BEHAVIOR PREDICTION APPARATUS CONTROLLING METHOD, AND BEHAVIOR PREDICTION APPARATUS CONTROLLING PROGRAM
A memory unit stores medical information related to a patient's dangerous behavior and extracted in advance from judged medical record information which is medical record information identifying the dangerous behavior by being linked to an incident report about the patient's dangerous behavior. A relation evaluation unit acquires unjudged medical record information, to which the incident report is not linked, and evaluates a relation between the unjudged medical record information and a possible dangerous behavior of the patient corresponding to the unjudged medical record information on the basis of the medical information related to the dangerous behavior stored in the memory unit. A prediction unit predicts the patient's dangerous behavior corresponding to the unjudged medical record information according to an evaluation result of the relation evaluation unit. A data reporting unit reports a prediction result of the prediction unit.
1 - 21 . (canceled)
22 . A prediction apparatus for causing a computer o predict a dangerous state which may occur to a patient,
wherein the computer:
acquires an electronic medical record of the patient corresponding to a report, in which the dangerous state based on the patient's behavior is recorded, from a memory on the basis of the report;
acquires medical information from the acquired electronic medical record;
has a healthcare professional review the acquired medical information and set classification, which is indicative of a degree of association between the medical information and the dangerous state, to the acquired electronic medical record;
extracts a data element from the medical information and evaluates a degree of relation which the data element may have with respect to the classification;
acquires a processing-required electronic medical record, to which the prediction should be applied, from the memory;
evaluates the acquired processing-required electronic medical record on the basis of the data element and the evaluation given to the data element; and
predicts the dangerous state which may occur to the patient corresponding to the processing-required electronic medical record on the basis of a result of the evaluation of the processing-required electronic medical record.
23 . The prediction apparatus according to claim 22 ,
wherein the computer:
evaluates the degree of the relation of the data element as a score;
calculates a score of the processing-required electronic medical record on the basis of the score of the data element; and
predicts the dangerous state which may occur to the patient corresponding to the processing-required electronic medical record on the basis of the score of the processing-required electronic medical record and reports a result of the prediction to the healthcare professional.
24 . The prediction apparatus according to claim 23 ,
wherein the computer:
calculates scores of a plurality of electronic medical records, which have been acquired, on the basis of the score of the data element;
sets a target value as a precision ratio which is a ratio of electronic medical records classified as being related to the dangerous state to the plurality of acquired electronic medical records among the calculated scores;
sets a score in excess of the target value as a threshold value; and
determines that the dangerous state may occur to the patient corresponding to the processing-required electronic medical record with the score in excess of the threshold value.
25 . The prediction apparatus according to claim 23 ,
wherein the computer:
calculates scores of a plurality of electronic medical records, which have been acquired, on the basis of the score of the data element; and
evaluates whether a correlation between a moving average of the scores calculated respectively for the plurality of electronic medical records acquired in chronological order and a moving average of scores calculated respectively for a plurality of processing-required electronic medical records acquired in chronological order is high or low; and
evaluates a relation between medical information included in the processing-required electronic medical records and the dangerous state on the basis of a result of the judgment.
26 . The prediction apparatus according to claims 22 ,
wherein the computer assigns relation information, which indicates that the medical information included in the processing-required electronic medical record is related to the dangerous state, to the relevant processing-required electronic medical record on the basis of a result of the evaluation of the processing-required electronic medical record.
27 . The prediction apparatus according to claims 22 ,
wherein the computer:
sets tumbling and/or falling recorded in the report as the dangerous state; and
predicts whether the dangerous state may occur to the patient corresponding to the processing-required electronic medical record, according to a result of the evaluation of the processing-required electronic medical record.
28 . A prediction method for causing a computer to predict a dangerous state which may occur to a patient,
the prediction method comprising the following steps executed by the computer:
a step of acquiring an electronic medical record of the patient corresponding to a report, in which the dangerous state based on the patient's behavior is recorded, from a memory on the basis of the report;
a step of acquiring medical information from the acquired electronic medical record;
a step of having a healthcare professional review the acquired medical information and set classification, which is indicative of a degree of association between the medical information and the dangerous state, to the acquired electronic medical record;
a step of extracting a data element from the medical information and evaluating a degree of relation which the data element may have with respect to the classification, and acquiring a processing-required electronic medical record, to which the prediction should be applied, from the memory;
a step of evaluating the acquired processing-required electronic medical record on the basis of the data element and the evaluation given to the data element; and
a step of predicting the dangerous state which may occur to the patient corresponding to the processing-required electronic medical record on the basis of a result of the evaluation of the processing-required electronic medical record.
29 . A non-transitory computer readable storage medium which stores a program for causing a computer to predict a dangerous state which may occur to a patient,
wherein the program causes the computer to implement:
a function that acquires an electronic medical record of the patient corresponding to a report, in which the dangerous state based on the patient's behavior is recorded, from a memory on the basis of the report;
a function that acquires medical information from the acquired electronic medical record;
a function that has a healthcare professional review the acquired medical information and set classification, which is indicative of a degree of association between the medical information and the dangerous state, to the acquired electronic medical record;
a function that extracts a data element from the medical information and evaluates a degree of relation which the data element may have with respect to the classification and acquires a processing-required electronic medical record, to which the prediction should be applied, from the memory;
a function that evaluates the acquired processing-required electronic medical record on the basis of the data element and the evaluation given to the data element; and
a function that predicts the dangerous state which may occur to the patient corresponding to the processing-required electronic medical record on the basis of a result of the evaluation of the processing-required electronic medical record.