Method, apparatus, and program for detecting abnormal patterns

• US 20050265606A1
• Filed: 05/27/2005
• Published: 12/01/2005
• Est. Priority Date: 05/27/2004
• Status: Abandoned Application

• Current Assignee: Fujifilm Corporation (Fujifilm Holdings Corporation)
• Original Assignee: Fuji Photo Film Co Limited (Fujifilm Holdings Corporation)
• Inventors: Nakamura, Keigo
• Application Number:
  US11/138,455
• Publication Number:
  US 20050265606A1
• Time in Patent Office: Days
• US Class Current: 382/218
• CPC Class Codes: G06T 2207/30008 Bone
• CPC Class Codes: G06T 7/0012 Biomedical image inspection

Abstract

The positions of comparative tissue are more accurately set, in an abnormal pattern detecting apparatus that compares abnormal pattern candidates against healthy tissue having similar tissue structures to judge whether the candidates are abnormal patterns, to improve judgment accuracy. A comparative region image setting means searches for images that are similar to images within candidate regions, which are extracted by a candidate region extracting means. The search is conducted employing correlative values that represent the degrees of similarity among the images and the images within candidate regions. Similar images, which are located employing the correlative values, are set as comparative region images.

Claims

1. An abnormal pattern detecting method, comprising the steps of:

extracting candidate regions that include abnormal pattern candidates from medical images, represented by medical image data sets of subjects, which have been input;

setting comparative region images, which are compared against the candidate regions;

calculating characteristic amounts that represent correlations among the comparative region images and the images within the candidate regions; and

judging whether the candidates included in the candidate regions are abnormal patterns, based at least on the calculated characteristic amounts;

wherein;

the comparative region images are set in a manner such that images, which are similar to the images within the candidate regions of the medical images, are searched for; and

the similar images are set as the comparative region images.

2. An abnormal pattern detecting method, comprising the steps of:

extracting candidate regions that include abnormal pattern candidates from medical images, represented by medical image data sets of subjects, which have been input;

obtaining comparative medical image data sets, which are different from the medical image data sets but represent images of the same type of subject setting comparative region images, which are compared against the candidate regions;

calculating characteristic amounts that represent correlations among the comparative region image and the images within the candidate regions; and

judging whether the candidates included in the candidate regions are abnormal patterns, based at least on the calculated characteristic amounts;

wherein;

the comparative region images are set in a manner such that images, which are similar to the images within the candidate regions of the medical image, are searched for among the comparative medical image data sets; and

the similar images are set as the comparative region images.

3. An abnormal pattern detecting apparatus, comprising:

candidate region extracting means, for extracting candidate regions that include abnormal pattern candidates from medical images, represented by medical image data sets of subjects, which have been input;

comparative region image setting means, for setting comparative region images, which are compared against the candidate regions;

characteristic amount calculating means, for calculating characteristic amounts that represent correlations among the comparative region images and the images within the candidate regions; and

judging means, for judging whether the candidates included in the candidate regions are abnormal patterns, based at least on the calculated characteristic amounts;

wherein;

the comparative region image setting means sets the comparative region images in a manner such that images, which are similar to the images within the candidate regions of the medical images, are searched for, and sets the similar images as the comparative region images.

4. An abnormal pattern detecting apparatus as defined in claim 3, further comprising:

anatomical data obtaining means, for obtaining anatomical data regarding subjects within the medical images, based on the medical image data sets; and

anatomical position data obtaining means, for obtaining anatomical position data that represents the positions of the candidate regions, based on the anatomical data regarding the subjects;

wherein;

the comparative region image setting means searches for the comparative region images in the vicinities of positions having positional relationships and anatomical characteristics similar to those of the candidate regions, based on the anatomical data and the anatomical position data of the subjects.

5. An abnormal pattern detecting apparatus as defined in claim 3, wherein:

the comparative region image setting means sets a plurality of comparative region images for a single candidate region.

6. An abnormal pattern detecting apparatus as defined in claim 3, wherein:

the subjects are human thoraxes; and

the anatomical data includes at least position data regarding bones within the medical images.

7. An abnormal pattern detecting apparatus, comprising:

candidate region extracting means, for extracting candidate regions that include abnormal pattern candidates from medical images, represented by medical image data sets of subjects, which have been input;

comparative medical image obtaining means, for obtaining comparative medical image data sets, which are different from the medical image data sets but represent images of the same type of subject;

comparative region image setting means, for setting comparative region images, which are compared against the candidate regions;

characteristic amount calculating means, for calculating characteristic amounts that represent correlations among the comparative region image and the images within the candidate regions; and

judging means, for judging whether the candidates included in the candidate regions are abnormal patterns, based at least on the calculated characteristic amounts;

wherein;

the comparative region image setting means sets the comparative region images in a manner such that images, which are similar to the images within the candidate regions of the medical image, are searched for among the comparative medical image data sets; and

the similar images are set as the comparative region images.

8. An abnormal pattern detecting apparatus as defined in claim 7, further comprising:

anatomical data obtaining means, for obtaining anatomical data regarding subjects within the medical images, based on the medical image data sets;

anatomical position data obtaining means, for obtaining anatomical position data that represents the positions of the candidate regions, based on the anatomical data regarding the subjects; and

second anatomical data obtaining means, for obtaining second anatomical data regarding subjects within the comparative medical images, which are of the same type as those in the medical images, based on the comparative medical image data sets;

wherein;

the comparative region image setting means searches for the comparative region images in the vicinities of positions having positional relationships and anatomical characteristics similar to those of the candidate regions, based on the second anatomical data and the anatomical position data.

9. An abnormal pattern detecting apparatus as defined in claim 7, wherein:

the comparative medical images are images of the same subjects as those in the medical images, and are at least one of;

temporal series images, which have been obtained in the past;

subtraction images that represent the difference between two images; and

energy subtraction images, in which either soft tissue or bone tissue has been emphasized.

10. An abnormal pattern detecting apparatus as defined in claim 7, wherein:

the comparative medical images are images of subjects, which are similar to the subjects of the medical images in at least one of;

age;

gender;

physique;

smoking history; and

clinical history.

11. An abnormal pattern detecting apparatus as defined in claim 7, wherein:

the comparative region image setting means sets a plurality of different comparative region images for a single candidate region.

12. An abnormal pattern detecting apparatus as defined in claim 7, wherein:

the subjects are human thoraxes; and

the anatomical data includes at least position data regarding bones within the medical images.

13. A program that causes a computer to execute an abnormal pattern detecting method, comprising the procedures of:

extracting candidate regions that include abnormal pattern candidates from medical images, represented by medical image data sets of subjects, which have been input;

setting comparative region images, which are compared against the candidate regions;

calculating characteristic amounts that represent correlations among the comparative region images and the images within the candidate regions; and

judging whether the candidates included in the candidate regions are abnormal patterns, based at least on the calculated characteristic amounts;

wherein;

the comparative region images are set in a manner such that images, which are similar to the images within the candidate regions of the medical images, are searched for; and

the similar images are set as the comparative region images.

15. A computer readable medium having the program defined in claim 13 recorded therein.

14. A program that causes a computer to execute an abnormal pattern detecting method, comprising the procedures of:

extracting candidate regions that include abnormal pattern candidates from medical images, represented by medical image data sets of subjects, which have been input;

obtaining comparative medical image data sets, which are different from the medical image data sets but represent images of the same type of subject;

setting comparative region images, which are compared against the candidate regions;

calculating characteristic amounts that represent correlations among the comparative region image and the images within the candidate regions; and

judging whether the candidates included in the candidate regions are abnormal patterns, based at least on the calculated characteristic amounts;

wherein;

the comparative region images are set in a manner such that images, which are similar to the images within the candidate regions of the medical image, are searched for among the comparative medical image data sets; and

the similar images are set as the comparative region images.

16. A computer readable medium having the program defined in claim 14 recorded therein.