Device and method for alignment of multi-modal clinical images using joint synthesis, segmentation, and registration

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United States of America Patent

PATENT NO 11348259
APP PUB NO 20210366137A1
SERIAL NO

17110859

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An image processing method for performing image alignment includes: acquiring a moving image generated by a first imaging modality; acquiring a fixed image generated by a second imaging modality; jointly optimizing a generator model, a register model, and a segmentor model applied to the moving image and the fixed image according to a plurality of cost functions; and applying a spatial transformation corresponding to the optimized register model to the moving image to align the moving image to the fixed image; wherein: the generator model generates a synthesized image from the moving image conditioned on the fixed image; the register model estimates the spatial transformation to align the synthesized image to the fixed image; and the segmentor model estimates segmentation maps of the moving image, the fixed image, and the synthesized image.

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Patent OwnerAddress
PING AN TECHNOLOGY (SHENZHEN) CO LTD518000 GUANGDONG SHENZHEN FUTIAN DISTRICT FUTIAN STREET FU'AN COMMUNITY YITIAN ROAD 5033 PING AN FINANCIAL CENTER 23 FLOOR SHENZHEN CITY GUANGDONG PROVINCE 518000

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cai, Jinzheng Bethesda, US 10 10
Harrison, Adam P Bethesda, US 10 15
Huo, Yuankai Bethesda, US 7 10
Liu, Fengze Bethesda, US 3 10
Lu, Le Bethesda, US 45 327

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