STATE ESTIMATION APPARATUS, STATE ESTIMATION METHOD AND PROGRAM
An aspect of the present invention is a state estimation device including a cardiac state time series acquisition unit that acquires a cardiac state time series that is a time series of a cardiac state quantity that is a quantity indicating a state of a heart as an estimation target, and a cardiac state estimation unit that estimates a state of the heart as the estimation target based on an occurrence time of out-of-range data, using, as the out-of-range data, a non-responsive period sample whose value is outside a threshold region of processing determined according to a distribution of the non-responsive period sample among non-responsive period samples that are non-responsive period samples among samples of the cardiac state time series acquired by the cardiac state time series acquisition unit.
1 . A state estimation device comprising:
a processor; and
a storage medium having computer program instructions stored thereon, wherein the computer program instruction, when executed by the processor, perform processing of:
acquiring a cardiac state time series that is a time series of a cardiac state quantity that is a quantity indicating a state of a heart as an estimation target; and
estimating a state of the heart as the estimation target based on an occurrence time of out-of-range data, using, as the out-of-range data, a non-responsive period sample whose value is outside a threshold region of processing determined according to a distribution of the non-responsive period sample among non-responsive period samples that are non-responsive period samples among samples of the cardiac state time series.
2 . The state estimation device according to claim 1 , wherein
estimates the state of the heart as the estimation target is also estimated based on a time interval RR-Interval (RRI) of an R wave in the cardiac state time series.
3 . The state estimation device according to claim 2 , wherein
the state of the heart as the estimation target is estimated as being abnormal in a case where an estimation result of the state of the heart as the estimation target based on the time interval RRI of the R wave in the cardiac state time series is an estimation result that the state of the heart as the estimation target is abnormal, and an estimation result of the state of the heart as the estimation target based on the occurrence time of the out-of-range data is also an estimation result that the state of the heart as the estimation target is abnormal.
4 . The state estimation device according to claim 2 , wherein
in a case where an estimation result of the state of the heart as the estimation target based on the time interval RRI of the R wave in the cardiac state time series is an estimation result that the state of the heart as the estimation target is abnormal, the the state of the heart as the estimation target is estimated as being abnormal regardless of an estimation result of the state of the heart as the estimation target based on the occurrence time of the out-of-range data.
5 . The state estimation device according to claim 2 , wherein
assuming a position in a time axis direction of each of the samples of the cardiac state time series as a time position, the state of the heart as the estimation target is estimated as being a state of cardiac arrest in a case where a deviation of a distribution of cardiac state quantities within a predetermined period after an abnormality occurrence time position, which is a time position at which the state of the heart as the estimation target is estimated to be abnormal by any one or both of an estimation result of the state of the heart as the estimation target based on the time interval RRI of the R wave in the cardiac state time series and an estimation result of the state of the heart as the estimation target based on the occurrence time of the out-of-range data, is equal to or less than a predetermined threshold value.
6 . A state estimation device, comprising:
a processor; and
a storage medium having computer program instructions stored thereon, wherein the computer program instruction, when executed by the processor, perform processing of:
acquiring a cardiac state time series that is a time series of a cardiac state quantity that is a quantity indicating a state of a heart as an estimation target; and
estimating a state of the heart as the estimation target based on a time interval RR-Interval (RRI) of an R wave in the cardiac state time series.
7 . A state estimation method, comprising:
acquiring a cardiac state time series that is a time series of a cardiac state quantity that is a quantity indicating a state of a heart as an estimation target; and
estimating a state of the heart as the estimation target based on an occurrence time of out-of-range data, using, as the out-of-range data, a non-responsive period sample whose value is outside a threshold region of processing determined according to a distribution of the non-responsive period sample among non-responsive period samples that are non-responsive period samples among samples of the cardiac state time series.
8 . A non-transitory computer readable medium which stores a program for causing a computer to function as the state estimation device according to claim 1 .