Processing and presentation of electronic subtraction for tagged colonic fluid and rectal tube in computed colonography
A method and system for the use of a CAD algorithm that can be used to automatically detect retained colonic fluid and the rectal tube in computed tomographic (CT) imagery of a patient's colon is disclosed. The CAD algorithm can then electronically subtract the fluid and rectal tube from the images and the modified CT imagery can then be displayed to a user, such as a radiologist. Both the original and modified CT imagery will be stored for future presentation and review. The user, including the radiologist or other medical personnel, will have the option to toggle between displaying and reviewing the modified and original imagery. After subtraction, the radiologist will be able to view the imagery containing all pertinent information regarding the colonic lumen and any suspect region within the colon. Additionally, full processing of the scan is possible even when fluid retention in the colon is greater than fifty percent in any region.
1 . A method for removing rectal tube and residual colonic fluid from colon medical image data, the system comprising:
obtaining computed tomography images of a colon;
storing the computed tomography images in a memory storage device;
processing the computed tomography images by a computer-aided detection algorithm to remove rectal tube and residual colonic fluid from the computed tomography images;
storing the processed computed tomography images in the memory storage device; and
displaying the processed and unprocessed computed tomography images for review.
2 . The method of claim 1 , wherein removing the residual colonic fluid comprises:
Searching for colonic air seedpoints
Connecting colonic air in three dimensions
Removing extracolonic objects such as small bowel, stomach, and other outside objects
Generation of fluid seedpoints through connecting air segments and through dilating colonic air slices
Slice by slice dilation of air and fluid masks and refining with seedpoints generated from intersection
Three dimensional refinement of colonic air and fluid due to interdependency
Removing extracolonic objects such as small bowel, stomach, and other outside objects
Merging of fluid and air masks to generate three dimensional colon mask
Resampling colonic air to full resolution and appending air objects to smooth mask
Resampling fluid mask, removing Haustral folds, appending fluid objects to smooth mask, and evaluating air/fluid boundary through gradient analysis and noise detection
3 . The method of claim 2 , wherein simulating colonic air comprising:
calculating statistics of the colonic air present in the current computed tomography image slice; and
substituting a normally distributed random number from the calculated statistics for all pixels located within the colonic fluid mask.
4 . The method of claim 3 , wherein the statistics of colonic air comprise mean, standard deviation and combinations thereof.
5 . The method of claim 4 , wherein when no colonic air is present in the current computed tomography image slice, the mean is assumed to be approximately −850 HU and the standard deviation to be approximately 50.
6 . The method of claim 5 , further comprising:
using a seeded random generator to obtain predictable results.
7 . The method of claim 2 , wherein the pertinent colon lumen information comprises information pertaining to folds, suspect polyps wall boundaries and combinations thereof.
8 . The method of claim 1 , wherein removing the rectal tube comprises:
searching the computed tomography images for objects with positive contrast and relatively consistent cross-sectional area representing the rectal tube within the colon mask and in particular searching for seedpoints within and adjacent to the rectum;
segmenting the rectal tube found in the CT imagery;
processing the rectal tube mask and extracting pertinent colonic lumen information; and
subtracting the rectal tube from the computed tomography images by re-randomizing the rectal tube region to simulate colonic air while retaining all the pertinent colonic lumen information.
9 . The method of claim 8 , simulating colonic air comprising:
calculating statistics of the colonic air present in the current computed tomography image slice; and
substituting a normally distributed random number from the calculated statistics for all pixels located within the rectal tube mask.
10 . The method of claim 9 , wherein when no colonic air is present in the current computed tomography image slice, the mean is assumed to be approximately −850 HU and the standard deviation to be approximately 50.
11 . The method of claim 10 , further comprising:
using a seeded random generator to obtain predictable results.
12 . The method of claim 1 , further comprising:
retrieving the CT imagery from the memory storage device; and
displaying the CT imagery of the entire colon.
13 . The method of claim 1 , further comprising:
toggling between displaying the CT imagery from the memory storage device and displaying the processed CT imagery.
14 . The method of claim 13 , wherein toggling is performed by a user.
15 . The method of claim 1 , further comprising:
removing all extraneous regions from the computed tomography images.
16 . The method of claim 15 , the extraneous regions comprise stomach, small bowel, outside objects and combinations thereof.
17 . The method of claim 1 , further comprising:
applying a median filter to the CT imagery to remove image;
finding edges by evaluating an image gradient for sufficiently high responses; and
determining valid boundaries between colonic air and colonic fluid are those edges that touch both colonic air and colonic fluid.
18 . A method for removing rectal tube and residual colonic fluid from colon medical image data, the system comprising:
obtaining CT images of a colon;
storing the CT images in a memory storage device;
processing the CT images by a computer-aided detection algorithm to remove rectal tube and residual colonic fluid from the CT images by simulating colonic air in the CT images for the rectal tube and residual colonic fluid;
storing the processed CT images in the memory storage device; and
displaying the processed CT images representing the entire colon scan.
19 . The method of claim 18 , further comprising:
retrieving the CT images from the memory storage device; and
displaying the CT images of the entire colon.
20 . The method of claim 19 , further comprising:
toggling between displaying the CT images from the memory storage device and displaying the processed CT images.
21 . A system for removing rectal tube and residual colonic fluid from colon medical image data, the system comprising:
a CT scanning machine to obtain CT images of a colon;
a computer-aided detection algorithm residing on a workstation to process the CT images and electronically subtract the rectal tube and any residual colonic fluid in the colon;
a memory storage device to store the processed and unprocessed CT images; and
a display to display both processed and unprocessed CT images to a user for review.
22 . The system of claim 21 , the computer-aided detection algorithm substitutes colonic air in place of the rectal tube and the residual colonic fluid in the processed CT images.
23 . The system of claim 21 , the user can toggle between displaying the processed and unprocessed CT images on the display.