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Similar case history search device and similar case history search method

A technology similar to cases and cases, applied in medical image data management, medical data mining, medical automated diagnosis, etc., can solve the problem of not being able to assist the reader in diagnosis, not being the basis for the reader to make a diagnosis, and no combined reflection Problems like image retrieval

Active Publication Date: 2013-03-06
PANASONIC CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0008] However, in the above-mentioned conventional configuration, since the image feature value (that is, the similarity reference) is determined by the type of the recognized disease, the progress of the disease, or the severity of the disease, etc., only the determined image is used. feature quantity to retrieve similar images, so there is no similar image retrieval that reflects the reader's focus on the medical image of the object to be read
That is, there is a problem that it cannot be used as a basis for the diagnosis by the reader or cannot assist the diagnosis when the reader is hesitant.

Method used

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  • Similar case history search device and similar case history search method
  • Similar case history search device and similar case history search method

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0064] figure 1 is a block diagram of the similar case retrieval device in Embodiment 1 of the present invention.

[0065] The similar case retrieval device includes: case database 100, scan knowledge database 110, scan target image reading unit 120, scan target image display unit 130, report input and output unit 140, report analysis unit 150, image feature extraction unit 160, Weight determination unit 170 , similar case search unit 180 , and similar case display unit 190 .

[0066] The case database 100 is a database storing a plurality of case data (hereinafter simply referred to as “cases”), the case data is obtained by medical imaging such as CT (Computed Tomography: computerized tomography) or MRI (Magnetic Resonance Imaging: magnetic resonance imaging). An image ("image data" is simply referred to as "image" in this specification) is formed by pairing with a scan report, which is the result of the scan of the medical image. The scan knowledge database 110 is a databa...

Embodiment 2

[0215] In Example 1, the image retrieval (similar case retrieval) of the scanning images recorded in the scanning report reflecting the reader's attention was described. In the case of an inexperienced image reader such as a trainee doctor, the contents of the recorded image interpretation report may be inaccurate. search. However, even in this case, similar image retrieval (from another point of view) is performed only for image feature quantities corresponding to inaccurate points of interest, and completely dissimilar cases are not retrieved. Compared with the results of similar searches, it is better to say that there is a problem in the preparation of inaccurate reading reports. In this embodiment, the operation of the similar case retrieval device for preventing this problem will be described.

[0216] The structure of the similar case retrieval device in embodiment 2 of the present invention is the same as that in embodiment 1 figure 1 Same as shown. Description of ...

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Abstract

A similar case history search device comprises: a weighting determination unit (170) which determines, on the basis of inter-item relation information which has predetermined an association between each image feature value which is extracted from a medical image and either each X-ray interpretation item or each condition name which is included in an X-ray interpretation report for the medical image, a weighting for each of a plurality of image feature values which are extracted from an X-ray interpretation subject image which increases the greater the association between the image feature value and either the X-ray interpretation item or the condition name which is included in the X-ray interpretation subject report; and a similar case history search unit (180) which, by weighting, with the weighting for each image feature value which is determined with the weighting determination unit (170), the plurality of image feature values which are extracted from the X-ray interpretation subject image and the plurality of image feature values which are extracted from a medical image which is included in case history data which is entered in a case history database, and comparing said feature values, searches for case history data which includes a medical image which is similar to the X-ray interpretation subject image.

Description

technical field [0001] The present invention relates to a similar case retrieval device and a similar case retrieval method for searching similar cases used as references for medical image interpretation. Background technique [0002] In recent years, due to the development and popularization of medical imaging devices such as CT (Computed Tomography) and MRI (Magnetic Resonance Imaging: Magnetic Resonance Imaging), it is possible to obtain digitized high-definition medical images with a large capacity. And, the medical images read by the doctor are sequentially stored and accumulated in the PACS (Picture Archiving and Communication Systems) together with the report of the scan. Here, in order to serve as a reference for new scans, a search for past medical images similar to the medical images to be scanned has been developed from accumulated past cases. [0003] In similar image retrieval, selection of image feature values ​​for determining similarity between images is imp...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/00G06F17/30G06Q50/24G16H10/60
CPCG06F19/321G06F19/3443G06Q50/24A61B5/00G16H15/00G16H30/20G16H30/40G16H50/20G16H50/70
Inventor 近藤坚司续木贵史高田和丰
Owner PANASONIC CORP
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