Artificial intelligence coregistration and marker detection, including machine learning and using results thereof
US-12161426-B2 · Dec 10, 2024 · US
US9104902B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9104902-B2 |
| Application number | US-201113640752-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 29, 2011 |
| Priority date | Apr 15, 2010 |
| Publication date | Aug 11, 2015 |
| Grant date | Aug 11, 2015 |
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A system and method for registering three-dimensional images with two-dimensional intra-operative images includes segmenting ( 24 ) a tubular structured organ in a three-dimensional image of the organ, and projecting ( 26 ) the three-dimensional image of the organ into two-dimensional space to provide a projected image. A medical instrument depicted in a two-dimensional image of the medical instrument is segmented ( 28 ). A similarity score is computed between the projected image and a shape of the medical instrument depicted in the two-dimensional image to determine a best match. The projected image is registered ( 30 ) to the two-dimensional image based on the best match.
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The invention claimed is: 1. A method for registering three-dimensional images with two-dimensional intra-operative images, comprising acts of: segmenting a tubular structured organ in a three-dimensional image of the organ; projecting the three-dimensional image of the organ into two-dimensional space to provide a projected image; segmenting a medical instrument depicted in a two-dimensional image of the medical instrument; and registering the projected image of the organ t…
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Human Necessities · mapped topic
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