Liver tumor detection in ct scans
AssigneeHoffmann-La Roche Inc.
InventorsBenjamin GUTIERREZ BECKER, Krzysztof KOTOWSKI, Agata KRASON, Damian Marek KUCHARSKI, Bartosz Jakub MACHURA, Jakub Robert NALEPA, Jean TESSIER
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Abstract
The present invention relates to systems and methods of processing CT scan images comprising a liver of a subject to detect and/or predict hepatocellular carcinoma (HCC) in the subject.
Claims15
A computer-implemented method of processing CT scan images comprising a liver of a subject to detect and/or predict hepatocellular carcinoma (HCC) in the subject, the method comprising the steps of:
- a. receiving at least two CT scan images comprising the liver, optionally comprising receiving annotations associated with the received CT scan images;
- and
- b. processing the received CT scan images, wherein processing comprises:
- i. selecting, from the received CT scan images, a reference CT scan image;
- ii. obtaining a reference liver mask for the selected reference CT scan image;
- iii. cropping, using the obtained reference liver mask, the selected reference CT scan image;
- iv. coregistering the remaining at least one CT scan image with the cropped reference CT scan image;
- v. optionally filtering the reference CT scan image and the coregistered at least one CT scan image.
A method of diagnosing or monitoring HCC in a subject, the method comprising using the method of any preceding claims.
Dependencies are inferred from the claim text.