DEEP LEARNING TECHNIQUES FOR SUPPRESSING ARTEFACTS IN MAGNETIC RESONANCE IMAGES

Techniques for removing artefacts, such as RF interference and/or noise, from magnetic resonance data. The techniques include: obtaining input magnetic resonance (MR) data using at least one radio-frequency (RF) coil of a magnetic resonance imaging (MRI) system; and generating an MR image from input...

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Main Authors Lazarus, Carole, Sacolick, Laura, Poole, Michael Stephen, Rothberg, Jonathan M, Schlemper, Jo, Dyvorne, Hadrien A, O'Halloran, Rafael, Sofka, Michal, Kundu, Prantik, Moshen Salehi, Seyed Sadegh, Tang, Sunli
Format Patent
LanguageEnglish
Published 20.02.2020
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Abstract Techniques for removing artefacts, such as RF interference and/or noise, from magnetic resonance data. The techniques include: obtaining input magnetic resonance (MR) data using at least one radio-frequency (RF) coil of a magnetic resonance imaging (MRI) system; and generating an MR image from input MR data at least in part by using a neural network model to suppress at least one artefact in the input MR data.
AbstractList Techniques for removing artefacts, such as RF interference and/or noise, from magnetic resonance data. The techniques include: obtaining input magnetic resonance (MR) data using at least one radio-frequency (RF) coil of a magnetic resonance imaging (MRI) system; and generating an MR image from input MR data at least in part by using a neural network model to suppress at least one artefact in the input MR data.
Author Dyvorne, Hadrien A
Rothberg, Jonathan M
Sacolick, Laura
O'Halloran, Rafael
Sofka, Michal
Moshen Salehi, Seyed Sadegh
Schlemper, Jo
Kundu, Prantik
Tang, Sunli
Poole, Michael Stephen
Lazarus, Carole
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– fullname: Rothberg, Jonathan M
– fullname: Schlemper, Jo
– fullname: Dyvorne, Hadrien A
– fullname: O'Halloran, Rafael
– fullname: Sofka, Michal
– fullname: Kundu, Prantik
– fullname: Moshen Salehi, Seyed Sadegh
– fullname: Tang, Sunli
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RelatedCompanies Sacolick Laura
Tang Sunli
Dyvorne Hadrien A
O'Halloran Rafael
Kundu Prantik
Moshen Salehi Seyed Sadegh
Poole Michael Stephen
Lazarus Carole
Sofka Michal
Rothberg Jonathan M
Schlemper Jo
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Snippet Techniques for removing artefacts, such as RF interference and/or noise, from magnetic resonance data. The techniques include: obtaining input magnetic...
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SubjectTerms CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
Title DEEP LEARNING TECHNIQUES FOR SUPPRESSING ARTEFACTS IN MAGNETIC RESONANCE IMAGES
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