Computer-readable medium contaning a program, method, and apparatus for generating a virtual endoscopic image and outputting operation assistance information
There is provided a program causing a computer to execute processing including: acquiring an endoscopic image of a subject from an endoscope; acquiring a three-dimensional medical image obtained by capturing an image of an internal body portion of the subject by means of X-ray CT, X-ray cone beam CT, MRI-CT, or an ultrasonic diagnosis apparatus configured to capture a three-dimensional image of an internal body portion of the subject; generating a virtual endoscopic image reconfigured from the three-dimensional medical image, based on the acquired endoscopic image; calculating distance image information in the endoscopic image based on the virtual endoscopic image and the endoscopic image; and outputting operation assistance information on an operation of the endoscope based on the distance image information and the three-dimensional medical image.
1. A non-transitory computer-readable medium containing a program causing a computer to execute processing comprising:
acquiring an endoscopic image of a subject from an endoscope;
acquiring a three-dimensional medical image obtained by capturing an image of an internal body portion of the subject by means of X-ray CT, X-ray cone beam CT, MRI-CT, or an ultrasonic diagnosis apparatus configured to capture a three-dimensional image of an internal body portion of the subject;
generating a virtual endoscopic image reconfigured from the three-dimensional medical image, based on the acquired endoscopic image;
calculating distance image information in the endoscopic image based on the virtual endoscopic image and the endoscopic image; and
outputting operation assistance information on an operation of the endoscope based on the distance image information and the three-dimensional medical image, wherein
the operation assistance information includes an insertion speed of the endoscope.
2. The non-transitory computer-readable medium containing a program according to claim 1 , wherein
the operation assistance information includes information on an insertion direction and an insertion distance of the endoscope is output based on the distance image information and the three-dimensional medical image.
3. The non-transitory computer-readable medium containing a program according to claim 1 , wherein the distance image information including information on a size of an internal body part included in the endoscopic image or a distance between the internal body parts is calculated based on the virtual endoscopic image and the endoscopic image.
4. The non-transitory computer-readable medium containing a program according to claim 1 , wherein
information on an insertion distance of the endoscope inserted into the internal body portion of the subject is acquired,
coordinate information of the endoscope in a coordinate system of the three-dimensional medical image is calculated based on the information on the insertion distance and the three-dimensional medical image, and
the operation assistance information on an operation of the endoscope is output based on the coordinate information of the endoscope, the distance image information, and the three-dimensional medical image.
5. The non-transitory computer-readable medium containing a program according to claim 4 , wherein
information on a bending history of the endoscope inserted into the internal body portion of the subject is acquired,
coordinate information of the endoscope and information on a direction of the endoscope in a coordinate system of the three-dimensional medical image are calculated based on the information on the bending history, the information on the insertion distance, and the three- dimensional medical image, and
the operation assistance information on an operation of the endoscope is output based on the coordinate information of the endoscope, the distance image information, and the three-dimensional medical image.
6. The non-transitory computer-readable medium containing a program according to claim 5 , wherein
information on a shape of the endoscope is acquired,
coordinate information of the endoscope and information on a direction of the endoscope in a coordinate system of the three-dimensional medical image are calculated based on the information on the shape of the endoscope, the information on the bending history, the information on the insertion distance, and the three-dimensional medical image, and
the operation assistance information on an operation of the endoscope is output based on the coordinate information of the endoscope, the information on the direction of the endoscope, the virtual endoscopic image, and the endoscopic image.
7. The non-transitory computer-readable medium containing a program according to claim 1 , wherein the generating of the virtual endoscopic image includes a process of
generating a two-dimensional medical image obtained by projecting the three-dimensional medical image, and
setting, in the generated two-dimensional medical image, as the virtual endoscopic image, a two-dimensional medical image in which a difference from the endoscopic image is equal to or smaller than a predetermined value.
8. The non-transitory computer-readable medium containing a program according to claim 1 , wherein the generating of the virtual endoscopic image includes a process of
generating a two-dimensional medical image obtained by projecting the three-dimensional medical image,
inputting the two-dimensional medical image and the endoscopic image to a learning model, which is learned so as to output a matching degree between the two-dimensional medical image and the endoscopic image, in a case where the two-dimensional medical image and the endoscopic image are input,
acquiring a matching degree between the two-dimensional medical image and the endoscopic image from the learning model, and
setting, as the virtual endoscopic image, the two-dimensional medical image in which the matching degree between the two-dimensional medical image and the endoscopic image is equal to or higher than a predetermined value.
9. An information processing method causing a computer to execute processing comprising:
acquiring an endoscopic image of a subject from an endoscope;
acquiring a three-dimensional medical image obtained by capturing an image of an internal body portion of the subject by means of X-ray CT, X-ray cone beam CT, MRI-CT, or an ultrasonic diagnosis apparatus configured to capture a three-dimensional image of an internal body portion of the subject;
generating a virtual endoscopic image reconfigured from the three-dimensional medical image, based on the acquired endoscopic image;
calculating distance image information in the endoscopic image based on the virtual endoscopic image and the endoscopic image; and
outputting operation assistance information on an operation of the endoscope based on the distance image information and the three-dimensional medical image, wherein
the operation assistance information includes an insertion speed of the endoscope.
10. An information processing apparatus comprising:
an image sensor that acquires an endoscopic image of a subject from an endoscope;
an X-ray CT, an X-ray cone beam CT, an MRI-CT, or an ultrasonic diagnosis apparatus that acquires a three-dimensional medical image of an internal body portion of the subject by capturing an image of the internal body portion of the subject; and
a processor that generates a virtual endoscopic image reconfigured from the three-dimensional medical image, based on the acquired endoscopic image, wherein the processor also
calculates distance image information in the endoscopic image based on the virtual endoscopic image and the endoscopic image; and
outputs operation assistance information on an operation of the endoscope based on the distance image information and the three-dimensional medical image, wherein
the operation assistance information includes an insertion speed of the endoscope.