Sagittal rotation determination
The invention relates to a method of determining the sagittal rotation of a patient's pelvis based on a standard anterior posterior X-ray-image with known image parameters and a calibration of the image, for example by using at least one King-Mark calibration object. The angle of the pelvic rotation is determined between a pelvic plane which is orthogonal to the midsagittal plane of the pelvis, and the image plane of the X-ray-image. Assuming the patient's position shown on the X-ray-image represents a standard neutral position, the X-ray-image plane can be used as a functional reference plane for further calculations, for example during hip-replacement surgery. The present invention further relates to a corresponding computer program and system.
1. A computer-implemented method for determining a pelvic sagittal rotation of a pelvis from an image of the pelvis, wherein the image was made in an anterior-posterior direction, the method comprising:
identifying a plurality of pelvic landmarks represented in the image;
determining an image source distance between a source of the image and the pelvis;
determining the position of each of the plurality of pelvic landmarks based on the image source distance and a known geometry of each of the plurality of pelvic landmarks;
acquiring calibration data describing a position of a calibration plane with respect to the pelvis, wherein the calibration plane is perpendicular to the anterior-posterior direction;
projecting the plurality of pelvic landmarks onto the calibration plane to generate a calibrated two-dimensional projection;
determining a distance between two or more of the plurality of pelvic landmarks in the calibrated two-dimensional projection, wherein the distance is in a direction perpendicular to the anterior-posterior direction; and
determining the sagittal rotation of the pelvis based on a predetermined correspondence and the determined distance, wherein the predetermined correspondence comprises statistical data based on distances between the plurality of pelvic landmarks within the calibration plane and a corresponding sagittal rotation of the pelvis for a plurality of reference patients.
2. The computer implemented method of claim 1 , wherein the image comprises an X-ray image.
3. The computer-implemented method of claim 1 , wherein the distance comprises a medial-lateral distance or a cranial-caudal distance.
4. The computer-implemented method of claim 1 , wherein the distance is selected from the group consisting of:
a first medial-lateral distance between a left anterior superior iliac spine and a right anterior superior iliac spine;
a second medial-lateral distance between an iliosacral joint and a first line connecting the left and right anterior superior iliac spines;
a third medial-lateral distance between a center of rotation of an acetabulum and a midsagittal plane;
a first cranial-caudal distance between the center of rotation of the acetabulum and the first line connecting the left and right anterior superior iliac spines;
a second cranial-caudal distance between the center of rotation of the acetabulum and an intersection point of the midsagittal plane and a second line connecting a left lateral foramen point and a right lateral foramen point; and
a third cranial-caudal distance between the center of rotation of the acetabulum and a cranial edge of a pubic symphysis.
5. The computer-implemented method of claim 1 , wherein determining the position of each of the plurality of pelvic landmarks comprises:
matching a three-dimensional pelvis model to the image, the three-dimensional pelvis model specifying the position of each of the plurality of pelvic landmarks; and
identifying, based on the three-dimensional pelvis model, the position of each of the plurality of pelvic landmarks within the image.
6. The computer-implemented method of claim 1 , wherein determining the position of each of the plurality of pelvic landmarks comprises manually determining the position of each of the plurality of pelvic landmarks on the image.
7. The computer-implemented method of claim 1 , wherein the predetermined correspondence comprises regression data defining a linear correspondence between the distance and a predetermined pelvic sagittal rotation.
8. The computer-implemented method of claim 1 , wherein the plurality of pelvic landmarks comprise a plurality of anatomical landmarks of the pelvis.
9. The computer-implemented method of claim 1 , wherein the plurality of pelvic landmarks are calculated from a plurality of anatomical landmarks of the pelvis.
10. The computer-implemented method of claim 1 , further comprising:
determining an image source distance between the calibration plane and an image source for the image by:
identifying a calibration feature within the image, wherein the calibration feature comprises at least one of a predetermined size or a predetermined geometry, and
determining the image source distance based on a size or a geometry of the identified calibration feature relative to the predetermined size or the predetermined geometry; and
determining the distance between the two or more of the plurality of pelvic landmarks in the calibrated two-dimensional projection based on the determined image source distance.
11. A computer system for determining a pelvic sagittal rotation of a pelvis from an image of the pelvis, wherein the image was made in an anterior-posterior direction, the computer system configured to:
identify the plurality of pelvic landmarks represented in the image;
determine an image source distance between a source of the image and the pelvis;
determine the position of each of the plurality of pelvic landmarks based on the image source distance and a known geometry of each of the plurality of pelvic landmarks;
acquire calibration data describing a position of a calibration plane with respect to the pelvis, wherein the calibration plane is perpendicular to the anterior-posterior direction;
project the plurality of pelvic landmarks onto the calibration plane to generate a calibrated two-dimensional projection;
determine a distance between two or more of the plurality of pelvic landmarks in the calibrated two-dimensional projection, wherein the distance is in a direction perpendicular to the anterior-posterior direction; and
determine the sagittal rotation of the pelvis based on a predetermined correspondence and the determined distance, wherein the predetermined correspondence comprises statistical data based on distances between the plurality of pelvic landmarks within the calibration plane and a corresponding sagittal rotation of the pelvis for a plurality of reference patients.
12. The computer system of claim 11 , wherein the image comprises an X-ray image.
13. The computer system of claim 11 , wherein the distance comprises a medial-lateral distance or a cranial-caudal distance.
14. The computer system of claim 11 , wherein the distance is selected from the group consisting of:
a first medial-lateral distance between a left anterior superior iliac spine and a right anterior superior iliac spine;
a second medial-lateral distance between an iliosacral joint and a first line connecting the left and right anterior superior iliac spines;
a third medial-lateral distance between a center of rotation of an acetabulum and a midsagittal plane;
a first cranial-caudal distance between the center of rotation of the acetabulum and the first line connecting the left and right anterior superior iliac spines;
a second cranial-caudal distance between the center of rotation of the acetabulum and an intersection point of the midsagittal plane and a second line connecting a left lateral foramen point and a right lateral foramen point; and
a third cranial-caudal distance between the center of rotation of the acetabulum and a cranial edge of a pubic symphysis.
15. The computer system of claim 11 , wherein the computer system is configured to determine the position of each of the plurality of pelvic landmarks by:
matching a three-dimensional pelvis model to the image, the three-dimensional pelvis model specifying the position of each of the plurality of pelvic landmarks; and
identifying, based on the three-dimensional pelvis model, the position of each of the plurality of pelvic landmarks within the image.
16. The computer system of claim 11 , wherein the computer system is configured to determine the position of each of the plurality of pelvic landmarks by receiving, from a user, the position of each of the plurality of pelvic landmarks.
17. The computer system of claim 11 , wherein the predetermined correspondence comprises regression data defining a linear correspondence between the distance and a predetermined pelvic sagittal rotation.
18. The computer system of claim 11 , wherein the plurality of pelvic landmarks comprise a plurality of anatomical landmarks of the pelvis.
19. The computer system of claim 11 , wherein the plurality of pelvic landmarks are calculated from a plurality of anatomical landmarks of the pelvis.
20. The computer system of claim 11 , wherein the computer system is further configured to:
determine a calibration distance between the calibration plane and an image source for the image by:
identifying a calibration feature within the image, wherein the calibration feature comprises at least one of a predetermined size or a predetermined geometry, and
determining the calibration distance based on a size or a geometry of the identified calibration feature relative to the predetermined size or the predetermined geometry; and
determine the distance between the two or more of the plurality of pelvic landmarks in the calibrated two-dimensional projection based on the determined calibration distance.