ULTRASOUND DIAGNOSIS APPARATUS, LESION DETECTION APPARATUS, AND LESION DETECTION METHOD
An ultrasound diagnosis apparatus and a lesion detection apparatus according to the embodiment include processing circuitry. The processing circuitry detects a lesion based on a detection threshold for detecting a lesion corresponding to a lesion type in each of a plurality of imaged frames, acquires detection results of the lesion in the plurality of frames, and determines a lesion type based on at least one of continuity and appearance frequency of the lesion type in the detection results of the plurality of frames, and updates the detection threshold according to the determined lesion type. The processing circuitry detects the lesion based on the updated detection threshold.
1 . An ultrasound diagnosis apparatus comprising:
processing circuitry that detects a lesion based on a detection threshold for detecting a lesion corresponding to a lesion type in each of a plurality of imaged frames,
acquires detection results of the lesion in the plurality of frames, and
determines a lesion type based on at least one of continuity and appearance frequency of the lesion type in the detection results of the plurality of frames, and updates the detection threshold according to the determined lesion type,
wherein the processing circuitry detects the lesion based on the updated detection threshold.
2 . The ultrasound diagnosis apparatus according to claim 1 , wherein
the processing circuitry acquires detection results of the lesion in a plurality of previous frames before a current frame,
determines the lesion type in the current frame based on at least one of continuity and appearance frequency of the lesion type in the detection results of the plurality of previous frames, and updates the detection threshold according to the determined lesion type in the current frame, and
detects the lesion in the current frame based on the updated detection threshold.
3 . The ultrasound diagnosis apparatus according to claim 2 , wherein the processing circuitry further determines the lesion type in the current frame based on the confidence of the lesion type in the detection results of the previous frames.
4 . The ultrasound diagnosis apparatus according to claim 3 , wherein the processing circuitry updates the detection threshold so as to lower the detection threshold in a case where at least one of the continuity and the appearance frequency, and the confidence satisfy a preset condition.
5 . The ultrasound diagnosis apparatus according to claim 4 , wherein the processing circuitry sets a lower limit to the updated detection threshold.
6 . The ultrasound diagnosis apparatus according to claim 3 , wherein the processing circuitry updates the detection threshold so as to raise the detection threshold in a case where at least one of the continuity and the appearance frequency, and the confidence satisfy a preset condition.
7 . The ultrasound diagnosis apparatus according to claim 6 , wherein the processing circuitry sets an upper limit to the updated detection threshold.
8 . The ultrasound diagnosis apparatus according to claim 1 , wherein the processing circuitry causes a display to display a detection frame indicating the detected lesion in a case where the lesion is detected based on the updated detection threshold.
9 . The ultrasound diagnosis apparatus according to claim 8 , wherein the processing circuitry causes the display to display the detection frame so as to change a color of the detection frame according to the detected lesion type.
10 . The ultrasound diagnosis apparatus according to claim 8 , wherein the processing circuitry causes the display to display the detection frame together with confidence of each of the detected lesion type.
11 . The ultrasound diagnosis apparatus according to claim 8 , wherein the processing circuitry causes the display to display information on the update in a case where the detection threshold is updated.
12 . The ultrasound diagnosis apparatus according to claim 1 , wherein the processing circuitry updates the detection threshold in the current frame using a detection threshold output from a learned model by inputting the detection results in the previous frames to the learned model learned so as to output the detection threshold in the current frame based on the detection results in the previous frames.
13 . A lesion detection apparatus comprising:
processing circuitry that detects a lesion based on a detection threshold for detecting a lesion corresponding to a lesion type in each of a plurality of imaged frames,
acquires detection results of the lesion in the plurality of frames, and
determines a lesion type based on at least one of continuity and appearance frequency of the lesion type in the detection results of the plurality of frames, and updates the detection threshold according to the determined lesion type,
wherein the processing circuitry detects the lesion based on the updated detection threshold.
14 . A lesion detection method comprising:
a lesion detection step of detecting a lesion based on a detection threshold for detecting a lesion corresponding to a lesion type in each of a plurality of imaged frames;
a frame result acquisition step of acquiring detection results of the lesion in the plurality of frames; and
a threshold update step of determining a lesion type based on at least one of continuity and appearance frequency of the lesion type in the detection results of the plurality of frames, and updating the detection threshold according to the determined lesion type,
wherein the lesion is detected based on the updated detection threshold in the lesion detection step.