Endoscope system for measuring blood flow velocity in gastrointestinal superficial small blood vessel
To provide means for measuring the blood flow rate of gastric subepithelial microvessel in real time. An endoscope system for measuring the blood flow rate of gastric subepithelial microvessel comprises a magnifying endoscope and a blood flow video data processing unit for processing blood flow video data obtained using the magnifying endoscope, and (A) the magnifying endoscope shoots a blood flow video of the gastric subepithelial microvessel and transmits the blood flow video to the blood flow video data processing unit, and (B) after receiving the blood flow video, the blood flow video data processing unit performs the following data processing (B1) to (B5): (B1) processing of decomposing the obtained blood flow video into frames, (B2) processing of removing a translation component by comparing an image of frame 1 and an image of subsequent frame 2, (B3) processing of calculating a difference in a red component between the images from which the translation component has been removed, (B4) processing of segmenting a part for which the difference in the red component has been calculated, and (B5) processing of calculating a segment size of obtained segment data.
1 . An endoscope system for measuring a blood flow rate of gastric subepithelial microvessel, the endoscope system comprising a magnifying endoscope and a blood flow video data processing unit for processing blood flow video data obtained using the magnifying endoscope, wherein
the magnifying endoscope shoots a blood flow video of gastric subepithelial microvessel and transmits the blood flow video to the blood flow video data processing unit, and
after receiving the blood flow video, the blood flow video data processing unit performs the following data processing:
decomposing the obtained blood flow video into frames;
removing a translation component by comparing an image of frame 1 and an image of a subsequent frame;
calculating a difference in a red component between the images from which the translation component has been removed, the calculating including setting a red component threshold, determining a difference between the red component of a pixel in frame 1 and a corresponding pixel in the subsequent frame, and calculating the difference in a red component between the images based only for pixels determined to have a difference greater than or equal to the red component threshold;
segmenting a part for which the difference in the red component has been calculated; and
calculating a segment size of obtained segment data.
2 . The endoscope system according to claim 1 , wherein the blood flow video data is blood flow video data of a microvessel in a part of a gastric subepithelial suspected to have an abnormality obtained using the magnifying endoscope.
3 . The endoscope system according to claim 2 , wherein the endoscope system further performs processing of comparing an obtained blood flow rate of gastric subepithelial microvessel and a blood flow rate of normal gastric subepithelial microvessel.
4 . The endoscope system according to claim 1 , wherein the processing of removing a translation component is processing of detecting a difference between frames caused by a blood flow.
5 . The endoscope system according to claim 1 , wherein the processing of calculating the difference in the red component is to detect a movement of a red blood cell.
6 . The endoscope system according to claim 1 , wherein a segment generated by the segmentation is a segment through which a red blood cell passes between the frame 1 and the subsequent frame.
7 . The endoscope system according to claim 1 , wherein the calculation of the segment size is a calculation of a minor axis and a major axis of the segment.
8 . The endoscope system according to claim 1 , wherein a flow rate in each segment in the subsequent frame is calculated based on the segment size and a time between the frame 1 and the subsequent frame.
9 . A method of measuring a blood flow rate in a gastric subepithelial microvessel, comprising:
obtaining a blood flow video of the gastric subepithelial microvessel taken using a magnifying endoscope;
decomposing the obtained blood flow video into frames;
removing a translation component by comparing an image of frame 1 and an image of a subsequent frame;
calculating a difference in a red component between the images from which the translation component has been removed, the calculating including setting a red component threshold, determining a difference between the red component of a pixel in frame 1 and a corresponding pixel in the subsequent frame, and calculating the difference in a red component between the images based only for pixels determined to have a difference greater than or equal to the red component threshold;
segmenting a part for which the difference in the red component has been calculated; and
calculating a segment size of obtained segment data.
10 . The measuring method according to claim 9 , wherein the blood flow video is a blood flow video of a microvessel in a part of a gastric subepithelial suspected to have an abnormality obtained using the magnifying endoscope.
11 . The measuring method according to claim 10 , further comprising:
comparing an obtained blood flow rate of gastric subepithelial microvessel and a blood flow rate of normal gastric subepithelial microvessel.
12 . The measuring method according to claim 9 , wherein the removing the translation component is detecting a difference between frames caused by a blood flow.
13 . The measuring method according to claim 9 , wherein the calculating the difference in the red component is to detect a movement of a red blood cell.
14 . The measuring method according to claim 9 , wherein the segmentation generates a segment through which a red blood cell passes between the frame 1 and the subsequent frame.
15 . The measuring method according to claim 9 , wherein the calculation of the segment size is performed by calculating a minor axis and a major axis of the segment.
16 . The measuring method according to claim 9 , wherein a flow rate in each segment in the subsequent frame is calculated based on the segment size and a time between the frame 1 and the subsequent frame.
17 . A system for measuring a blood flow rate, the system comprising a blood flow video data processing unit for processing blood flow video data, wherein
the blood flow video data processing unit performs the following data processing:
decomposing a blood flow video into frames;
removing a translation component by comparing an image of frame 1 and an image of a subsequent frame;
calculating a difference in a red component between the images from which the translation component has been removed; the calculating including setting a red component threshold, determining a difference between the red component of a pixel in frame 1 and a corresponding pixel in the subsequent frame, and calculating the difference in a red component between the images based only for pixels determined to have a difference greater than or equal to the red component threshold
segmenting a part for which the difference in the red component has been calculated; and
calculating a segment size of obtained segment data.