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Displaying 1 - 9 of 9

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Reducing annotation burden in MR segmentation: A novel contrastive learning loss with multi-contrast constraints on local representations

Author:Lavanya Umapathy Taylor Brown Mark Greenhill J'rick Lu Diego Martin Maria Altbach Ali Bilgin

Session Type:Oral

Session Date:Monday, 05 June 2023

Session Name:ML/AI Emerging Algorithms & Methodologies

Program Number:0157

Room Session:714A/B

Institution :Houston Methodist Hospital University of Arizona

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SwinV2-MRI: Accelerated Multi-Coil MRI Reconstruction using Shifted Window Vision Transformers

Author:Tahsin Rahman Sergio Cabrera Ali Bilgin

Session Type:Oral

Session Date:Monday, 05 June 2023

Session Name:ML/AI Emerging Algorithms & Methodologies

Program Number:0159

Room Session:714A/B

Institution :The University of Texas at El Paso University of Arizona

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Single breath-hold full abdominal T1 mapping using a CNN based short inversion-recovery sampling technique

Author:Eze Ahanonu Ute Goerke Kevin Johnson Brian Toner Diego Martin Vibhas Deshpande Ali Bilgin Maria Altbach

Session Type:Oral

Session Date:Tuesday, 06 June 2023

Session Name:ML/AI for Acquisition & Reconstruction

Program Number:0394

Room Session:713A/B

Institution :Houston Methodist Hospital Siemens Healthineers The University of Arizona

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Single breath-hold full abdominal T1 mapping using a CNN based short inversion-recovery sampling technique

Author:Eze Ahanonu Ute Goerke Kevin Johnson Brian Toner Diego Martin Vibhas Deshpande Ali Bilgin Maria Altbach

Session Type:Traditional Poster

Session Date:Monday, 05 June 2023

Session Name:AMPC Selected Abstracts

Program Number:0394

Room Session:Exhibition Halls D/E - For viewing only, no assign presentation times

Institution :Houston Methodist Hospital Siemens Healthineers The University of Arizona

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T1 mapping of the entire abdomen using a time efficient free breathing neural network radial Look Locker approach

Author:Eze Ahanonu Kevin Johnson Ute Goerke Brian Toner Vibhas Deshpande Ali Bilgin Maria Altbach

Session Type:Oral

Session Date:Tuesday, 06 June 2023

Session Name:Novel Quantitative Imaging Methods: Acquisition

Program Number:0664

Room Session:717A/B

Institution :Siemens Healthineers The University of Arizona

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Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

Author:Brian Toner Simon Arberet Fei Han Mariappan Nadar Vibhas Deshpande Diego Martin Maria Altbach Ali Bilgin

Session Type:Power Pitch

Session Date:Wednesday, 07 June 2023

Session Name:Pitch: ML/AI Showcase

Program Number:0958

Room Session:Power Pitch Theatre 1

Institution :Houston Methodist Siemens Healthineers The University of Arizona

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Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

Author:Brian Toner Simon Arberet Fei Han Mariappan Nadar Vibhas Deshpande Diego Martin Maria Altbach Ali Bilgin

Session Type:Power Pitch Poster

Session Date:Wednesday, 07 June 2023

Session Name:Poster: ML/AI Showcase

Program Number:0958

Room Session:Power Pitch Theatre 1

Institution :Houston Methodist Siemens Healthineers The University of Arizona

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AcceleraTed deep-LeArning for model-free and multi-Shell (ATLAS) DWI

Author:Phillip Martin Maria Altbach Ali Bilgin

Session Type:Digital Poster

Session Date:Wednesday, 07 June 2023

Session Name:DTI & DWI III

Program Number:3958

Room Session:Exhibition Halls D/E

Institution :University of Arizona

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Fast T_{2}^{*} and QSM using locally low rank methods for complex-valued, multi-echo GRE reconstruction

Author:Charles Iglehart Ali Bilgin Manojkumar Saranathan

Session Type:Digital Poster

Session Date:Thursday, 08 June 2023

Session Name:Advanced Image Reconstruction Techniques

Program Number:4962

Room Session:Exhibition Halls D/E

Institution :The University of Arizona UMass Chan Medical School Morningside Graduate School of Biomedical Sciences

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Reducing annotation burden in MR segmentation: A novel contrastive learning loss with multi-contrast constraints on local representations

SwinV2-MRI: Accelerated Multi-Coil MRI Reconstruction using Shifted Window Vision Transformers

Single breath-hold full abdominal T1 mapping using a CNN based short inversion-recovery sampling technique

Single breath-hold full abdominal T1 mapping using a CNN based short inversion-recovery sampling technique

T1 mapping of the entire abdomen using a time efficient free breathing neural network radial Look Locker approach

Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

AcceleraTed deep-LeArning for model-free and multi-Shell (ATLAS) DWI

Fast T_{2}^{*} and QSM using locally low rank methods for complex-valued, multi-echo GRE reconstruction