Techniques for medical image retreival
View Patent ↗A technique for searching for an image includes calculating wavelet features of a plurality of images. A keyword included in radiographic interpretation information is extracted for each of the stored images. The calculated wavelet features and the extracted keywords are stored in association with the respective stored images. A newly taken image is acquired and a wavelet feature of the acquired image is calculated. A keyword included in radiographic interpretation information corresponding to the acquired image is extracted and a search for similar radiographic interpretation information from the stored keywords is performed. A wavelet feature-based spatial distance between the acquired image and each of images corresponding to the radiographic interpretation information found is calculated. A search result of any images for which the calculated wavelet feature-based spatial distance is shorter than a predetermined value is output, in ascending order of the calculated wavelet feature-based spatial distance.
1. A method of searching for an image similar to a newly taken image from among medical images based on past cases, comprising:
calculating, using a computer system, wavelet features of a plurality of images that have been taken and stored in the past;
extracting, using the computer system, a keyword included in radiographic interpretation information for each stored image;
storing, using the computer system, the calculated wavelet features and the extracted keywords in association with the respective stored images;
acquiring, using the computer system, a newly taken image;
calculating, using the computer system, a wavelet feature of the acquired image;
extracting, using the computer system, a keyword included in radiographic interpretation information corresponding to the acquired image and, on the basis of the extracted keyword, searching for similar radiographic interpretation information from the stored keywords;
calculating, using the computer system, a wavelet feature-based spatial distance between the acquired image and each of images corresponding to the radiographic interpretation information found; and
outputting, using the computer system, as a search result, any images for which the calculated wavelet feature-based spatial distance is shorter than a predetermined value, in ascending order of the calculated wavelet feature-based spatial distance.
2. The method of claim 1 , wherein the wavelet features are two-dimensional Gabor wavelet features.
3. The method of claim 1 , further comprising:
calculating, using the computer system, frequency distribution vectors for all images, by calculating M said wavelet features for each image and binarizing the respective wavelet features for conversion into an M-dimensional bit string, wherein the calculated wavelet feature-based spatial distance is calculated as an angle between the calculated frequency distribution vectors, and wherein M is a natural number of 2 or greater.