System and method for coregistration and analysis of non-concurrent diffuse optical and magnetic resonance breast images
AssigneeSiemens Corporate Research, Inc.
InventorsFred S. Azar, Arjun G. Yodh
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Abstract
A method for joint analysis of non-concurrent magnetic resonance (MR) and diffuse optical tomography (DOT) images of the breast includes providing a digitized MR breast image volume comprising a plurality of intensities corresponding to a 3-dimensional (3D) grid of voxels, providing a digitized DOT breast dataset comprising a plurality of physiological values corresponding to a finite set of points, segmenting the breast MR image volume to separate tumorous tissue from non-tumorous tissue, registering a DOT breast dataset and the MR image volume and fusing said registered DOT and MR datasets, wherein said fused dataset is adapted for analysis.
Claims32
A method for joint analysis of non-concurrent magnetic resonance (MR) and diffuse optical tomography (DOT) images of the breast, comprising the steps of:
- providing a digitized MR breast image volume comprising a plurality of intensities corresponding to a 3-dimensional (3D) grid of voxels;
- providing a digitized DOT breast dataset comprising a plurality of physiological values corresponding to a finite set of points;
- segmenting said breast MR image volume to separate tumorous tissue from non-tumorous tissue;
- registering said DOT breast dataset and said MR image volume;
- and
- fusing said registered DOT and MR datasets, wherein said fused dataset is adapted for analysis.
A method for joint analysis of non-concurrent magnetic resonance (MR) and diffuse optical tomography (DOT) images of the breast, comprising the steps of:
- providing a digitized MR breast image volume dataset comprising a plurality of intensities corresponding to a 3-dimensional (3D) grid of points;
- providing a digitized DOT breast dataset comprising a plurality of physiological values corresponding to a finite set of points;
- computing 2D projection images from said DOT and MR datasets for a plurality of projection geometries,
- calculating a similarity measure for each pair of DOT and MR 2D projection images to estimate a transformation that registers said DOT projection to said MR projection;
- and
- repeating said 2D registrations to estimate a 3D registration parameters of said DOT and MR datasets, wherein said registered DOT and MR datasets are adapted for a joint analysis.
A program storage device readable by a computer, tangibly embodying a program of instructions executable by the computer to perform the method steps for joint analysis of non-concurrent magnetic resonance (MR) and diffuse optical tomography (DOT) images of the breast, said method comprising the steps of:
- providing a digitized MR breast image volume comprising a plurality of intensities corresponding to a 3-dimensional (3D) grid of voxels;
- providing a digitized DOT breast dataset comprising a plurality of physiological values corresponding to a finite set of points;
- segmenting said breast MR image volume to separate tumorous tissue from non-tumorous tissue;
- registering said DOT breast dataset and said MR image volume;
- and
- fusing said registered DOT and MR datasets, wherein said fused dataset is adapted for analysis.
Dependencies are inferred from the claim text.