Methods and apparatus for deep learning based image attenuation correction

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United States of America Patent

PATENT NO 11854126
APP PUB NO 20230009528A1
SERIAL NO

17305395

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Abstract

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Systems and methods for reconstructing medical images are disclosed. Measurement data from positron emission tomography (PET) data, and measurement data from an anatomy modality, such as magnetic resonance (MR) data or computed tomography (CT) data, is received from an image scanning system. A PET image is generated based on the PET measurement data, and an anatomy image is generated based on the anatomy measurement data. A trained neural network is applied to the PET image and the anatomy image to generate an attenuation map. The neural network may be trained based on anatomy and PET images. In some examples, the trained neural network generates an initial attenuation map based on the anatomy image, registers the initial attenuation map to the PET image, and generates an enhanced attenuation map based on the registration. Further, a corrected image is reconstructed based on the generated attenuation map and the PET image.

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Patent Owner(s)

Patent OwnerAddress
SIEMENS MEDICAL SOLUTIONS USA INC40 LIBERTY BLVD MALVERN PA 19355

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Schaefferkoetter, Joshua Knoxville, US 2 0

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