Water equivalent diameter determination from scout images
Systems, methods, and computer program products that enable calculating the water equivalent diameter of an exposed subject by defining a patient object using anterior/posterior (AP) and lateral (LAT) scout images are provided. Pixels corresponding to air in the LAT and AP scout image are determined. Pixels outside the of the air area belong to either to the patient or the table. The table for both the LAT and AP scout images is identified. The remaining pixels in the LAT AP scout images are from the patient. For each segmented object (patient or table) the boundaries of the segmented object are identified and the attenuations within the segmented boundaries are computed. The final shape and attenuation values of the patient is stored and the size-specific dose estimate (SSDE) is calculated. The water equivalent diameter value is normalized by using the technical acquisition parameters provided by the acquisition device.
1. A computer-implemented method to determine a water equivalent diameter of an exposed subject, the method comprising:
receiving image data comprising one or more scout images of the exposed subject from an image acquisition device;
identifying, using a processor, objects in the one or more scout images;
segmenting, using a processor, the exposed subject in the one or more scout images;
removing attenuation due to pixels corresponding to air inside the exposed subject in the one or more scout images without removing the pixels by comparing each pixel to air attenuation of a free trajectory in the one or more scout images;
determining pixels corresponding to each object identified in the one or more scout images;
isolating subject attenuation parameters in the one or more scout images;
computing, using the processor, the water equivalent diameter of the exposed subject in the one or more scout images.
2. The computer-implemented method of claim 1 , wherein generating the water equivalent diameter further comprises:
storing a final shape and attenuation of the exposed subject.
3. The computer-implemented method of claim 1 , wherein the water equivalent diameter is based at least in part on:
applying a correction based on technical acquisition parameters of the image acquisition device.
4. The computer-implemented method of claim 1 , wherein the method further comprises:
receiving at least one of the scout images as a DICOM Anterior/Posterior (AP) scout image and at least one of the scout images as a DICOM Lateral (LAT) scout image.
5. The computer-implemented method of claim 1 , wherein the method further comprises:
generating a notification based on the water equivalent diameter value.
6. A computer storage device including program instructions for execution by a computing device to perform:
receiving image data comprising one or more scout images of an exposed subject from an image acquisition device;
identifying, using a processor, objects in the one or more scout images;
segmenting, using a processor, the exposed subject in the one or more scout images;
removing attenuation due to pixels corresponding to air inside the exposed subject in the one or more scout images without removing the pixels by comparing each pixel to air attenuation of a free trajectory in the one or more scout images;
determining pixels corresponding to each object identified in the one or more scout images;
isolating subject attenuation parameters in the one or more scout images;
computing, using the processor, a water equivalent diameter of the exposed subject in the one or more scout images.
7. The computer storage device of claim 6 , further including program instructions for execution by the computing device to perform:
storing a final shape and attenuation of the exposed subject.
8. The computer storage device of claim 6 , further including program instructions for execution by the computing device to perform:
applying a correction based on technical acquisition parameters of the image acquisition device.
9. The computer storage device of claim 6 , wherein:
at least one of the scout images is a DICOM Anterior/Posterior (AP) scout image and at least one of the scout images is a DICOM Lateral (LAT) scout image.
10. The computer storage device of claim 6 , further including program instructions for execution by the computing device to perform:
generating a notification based on the water equivalent diameter value.
11. A system comprising a processor, the processor configured to execute computer program instructions to:
receive image data comprising one or more scout images of an exposed subject from an image acquisition device;
identify, using a processor, objects in the one or more scout images;
segment, using a processor, the exposed subject in the one or more scout images;
remove attenuation due to pixels corresponding to air inside the exposed subject in the one or more scout images without removing the pixels by comparing each pixel to air attenuation of a free trajectory in the one or more scout images;
determine pixels corresponding to each object identified in the one or more scout images;
isolate subject attenuation parameters in the one or more scout images;
compute, using the processor, a water equivalent diameter of the exposed subject in the one or more scout images.
12. The system of claim 11 , wherein the processor is further configured to:
store a final shape and attenuation of the exposed subject.
13. The system of claim 11 , wherein the processor is further configured to:
apply a correction based on technical acquisition parameters of the image acquisition device.
14. The system of claim 11 , wherein:
at least one of the scout images is a DICOM Anterior/Posterior (AP) scout image and at least one of the scout images is a DICOM Lateral (LAT) scout image.
15. The system of claim 11 , wherein the processor is further configured to:
generate a notification based on the water equivalent diameter value.