Iterative Segmentation of Images for Computer-Aided Detection
AssigneeSiemens Medical Solutions USA, Inc.
InventorsYoshihisa Shinagawa, Gerardo Hermosillo Valadez, Bing Jian
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Abstract
Described herein is a method and system for facilitating computer-aided detection (CAD). In one implementation, image data is received (302) and iterations of an iterative segmentation process is performed on the image data. Each iterative segmentation process may include ascertaining whether a segment is normal (304), removing the segment from the image if ascertained to be normal (308) and transforming the shape of the segment (310). The iterative segmentation process may be stopped if a stop condition is met (312).
Claims20
A computer-aided detection method comprising:
- (a) receiving image data from an imaging device;
- (b) performing, by a processor, iterations of an iterative segmentation process on the image data, each iterative segmentation process includes
- (i) ascertaining whether a segment of the image data is normal,
- (ii) removing the segment from the image data if ascertained to be normal, and
- (iii) transforming a shape of the segment;
- and
- (c) stopping, by the processor, the iterative segmentation process if a stop condition is met.
A computer usable medium having a computer readable program code embodied therein, said computer readable program code adapted to be executed to implement a computer-aided detection method comprising:
- (a) receiving image data from an imaging device;
- (b) performing, by a processor, iterations of an iterative segmentation process on the image data, each iterative segmentation process includes
- (i) ascertaining whether a segment of the image data is normal,
- (ii) removing the segment from the image data if ascertained to be normal, and
- (iii) transforming a shape of the segment;
- and
- (c) stopping, by the processor, the iterative segmentation process if a stop condition is met.
A computer-aided detection system, comprising:
- a memory device for storing computer readable program code;
- and
- a processor in communication with the memory device, the processor operative with the computer readable program code to
- receive image data from an imaging device,
- perform iterations of an iterative segmentation process on the image data, each iterative segmentation process includes
- ascertaining whether a segment of the image data is normal,
- removing the segment from the image data if ascertained to be normal, and
- transforming a shape of the segment, and
- stop the iterative segmentation process if a stop condition is met.
Dependencies are inferred from the claim text.