ULTRASOUND DIAGNOSTIC APPARATUS, IMAGE PROCESSING APPARATUS, MEDICAL INFORMATION-PROCESSING APPARATUS, ULTRASOUND DIAGNOSTIC METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM
An ultrasound diagnostic apparatus according to an embodiment includes a processing circuit. The processing circuit is configured to acquire first signal data of multiple frames through scan on a subject, extract second signal data of multiple frames by extracting a signal by nonlinear processing from the first signal data, identify an inappropriate signal point or an inappropriate frame from the second signal data, and generate third signal data based on an identification result of the inappropriate signal point or the inappropriate frame, and on the second signal data.
1 . An ultrasound diagnostic apparatus comprising:
a processing circuit configured to acquire first signal data of multiple frames through scan on a subject,
extract second signal data of multiple frames by extracting a signal by nonlinear processing from the first signal data,
identify any one of an inappropriate signal point and an inappropriate frame from the second signal data, and
generate third signal data based on an identification result of any one of the inappropriate signal point and the inappropriate frame, and the second signal data.
2 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to generate the third signal data by excluding the inappropriate signal point from accumulated signal points.
3 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to generate the third signal data by accumulating the second signal data while excluding any one of the inappropriate signal point and the inappropriate frame from an accumulation target.
4 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to identify a signal point at a position at which number of signal extraction is smaller than a criterion as the inappropriate signal point.
5 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to identify a frame in which a change in number of extracted signals in a frame direction is larger than a criterion as the inappropriate frame.
6 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to acquire the first signal data based on signal processing of blood flow imaging.
7 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to identify the inappropriate signal point based on a signal intensity at each point.
8 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to identify the inappropriate frame based on number of extracted signals in a frame direction.
9 . The ultrasound diagnostic apparatus according to claim 1 , wherein
the processing circuit is configured to accept an input of a criterion to identify any one of the inappropriate signal point and the inappropriate frame, and
cause a display unit to display a value to be an index value for any one of each position and each frame for a user to set the criterion.
10 . An image processing apparatus comprising
a processing circuit configured to acquire first signal data of multiple frames through scan on a subject,
extract second signal data of multiple frames by extracting a signal by nonlinear processing from the first signal data,
identify any one of an inappropriate signal point and an inappropriate frame from the second signal data, and
generate third signal data based on an identification result of any one of the inappropriate signal point and the inappropriate frame, and the second signal data.
11 . An ultrasound diagnostic method comprising:
acquiring first signal data of multiple frames through scan on a subject;
extracting second signal data of multiple frames by extracting a signal by nonlinear processing from the first signal data;
identifying any one of an inappropriate signal point and an inappropriate frame from the second signal data; and
generating third signal data based on an identification result of any one of the inappropriate signal point and the inappropriate frame, and the second signal data.
12 . A medical information processing apparatus comprising
a processing circuit configured to apply a kernel to extract components consecutive in a direction of interest to first ultrasonic image data that is acquired based on a result of ultrasonic scan on a subject, to extract second ultrasonic-image data.
13 . The medical information processing apparatus according to claim 12 , wherein
the processing circuit is configured to output the second ultrasonic-image data.
14 . The medical information processing apparatus according to claim 12 , wherein
the processing circuit is configured to extract, when a pixel value of a position of interest is equal to or larger than a pixel value of a point adjacent to the point of interest in one direction, an image component of the point of interest as an image component representing a target object.
15 . The medical information processing apparatus according to claim 12 , wherein
the processing circuit is configured to perform comparison between a pixel value of the point of interest and a pixel value of an adjacent point for each direction of interest relative to the point of interest, for each of a plurality of points of interest included in the first ultrasonic-image data, and assign a weight to an image component of the point of interest based on a comparison result of each direction of interest.
16 . The medical information processing apparatus according to claim 12 , wherein
the processing circuit is configured to perform, for each of a plurality of points of interest included in the first ultrasonic-image data, comparison between a pixel value of the point of interest and a pixel value of an adjacent point for each direction of interest relative to the point of interest, and assign a weight to an image component of the point of interest for each direction of interest.
17 . The medical information processing apparatus according to claim 12 , wherein
the processing circuit is configured to acquire the first ultrasonic-image data based on data of a plurality of frames consecutive in a temporal direction acquired based on a result of ultrasonic scan on a subject, and extract the second ultrasonic-image data by applying a kernel to each of the frames.
18 . The medical information processing apparatus according to claim 12 , wherein
the processing circuit is configured to acquire data obtained by applying a smoothing filter in any one of a spatial direction and a temporal direction to data of a plurality of frames consecutive in a temporal direction acquired based on a result of ultrasonic scan on a subject, as the first ultrasonic-image data.
19 . The medical information processing apparatus according to claim 12 , wherein
the processing circuit is configured to collect a plurality of pieces of frame data consecutive in a temporal direction acquired by execution of the ultrasonic scan, and acquire addition image data acquired by performing addition processing on the frame data as the first ultrasonic-image data.
20 . An ultrasound diagnostic apparatus comprising a processing circuit configured to cause an ultrasound probe to perform ultrasonic scan on a subject, and extract second ultrasonic-image data by applying a kernel to extract Components consecutive in a direction of interest to first ultrasonic-image data acquired based on a result of the ultrasonic scan.
21 . A non-volatile computer-readable recording medium that stores a program causing a computer to execute:
processing of extracting second ultrasonic-image data by applying a kernel to extract components consecutive in a direction interest to first ultrasonic-image data acquired based on a result of ultrasonic scan on a subject.
22 . A medical information processing apparatus comprising a processing circuit configured to divide first ultrasonic-image data into a plurality of pieces of second ultrasonic-image data,
extract third ultrasonic-image data by performing peak extraction from each of the second ultrasonic-image data,
generate fourth ultrasonic-image data by allocating the third ultrasonic-image data to a corresponding position on the first ultrasonic-image data, and
generate fifth ultrasonic-image data by integrating the fourth ultrasonic-image data.
23 . The medical information processing apparatus according to claim 22 , wherein
the processing circuit is configured to output the fifth ultrasonic-image data.
24 . The medical information processing apparatus according to claim 22 , wherein
the processing circuit further comprises an output unit configured to output composite image data acquired by subjecting the first ultrasonic-image data and the fifth ultrasonic-image data to composition processing.
25 . The medical information processing apparatus according to claim 22 , wherein
the processing circuit is configured to output correction image data that is acquired by subjecting the first ultrasonic-image data to correction processing based on the fifth ultrasonic-image data.
26 . The medical information processing apparatus according to claim 22 , wherein
the processing circuit is configured to acquire data of a plurality of frames consecutive in a temporal direction acquired based on a result of ultrasonic scan on a subject as the first ultrasonic-image data.
27 . The medical information processing apparatus according to claim 22 , wherein
the processing circuit is configured to collect a plurality of pieces of frame data consecutive in a temporal direction acquired through the ultrasonic scan, and acquire addition image data obtained by subjecting the multiple pieces of frame data to addition processing, as the first ultrasonic-image data.
28 . An ultrasound diagnostic apparatus comprising
a processing circuit configured to cause an ultrasound probe to perform ultrasonic scan,
divide first ultrasonic-image data into a plurality of second ultrasonic-image data,
perform peak extraction to extract third ultrasonic-image data from each of the second ultrasonic-image data,
generate fourth ultrasonic-image data by allocating the third ultrasonic-image data to a corresponding position on the first ultrasonic-image data, and
generate fifth ultrasonic-image data by integrating the fourth ultrasonic-image data.
29 . A non-volatile computer-readable recording medium that stores a program causing a computer to execute:
dividing first ultrasonic-image data into a plurality of pieces of second ultrasonic-image data;
extracting third ultrasonic-image data by performing peak extraction from each of the second ultrasonic-image data;
generating fourth ultrasonic-image data by allocating the third ultrasonic-image data to a corresponding position on the first ultrasonic-image data; and
generating fifth ultrasonic-image data by integrating the fourth ultrasonic-image data.