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3D Free-Breathing Ungated Spiral bSSFP Functional Cardiac Imaging Using a Deep Image Prior

Author:Jesse Hamilton  Gastao Lima da Cruz  Nicole Seiberlich  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Driven Robustness: Noise, Artifacts & More  

Program Number:1372  

Room Session:Nicoll 1  

Institution:University of Michigan  

Explicit network noise amplification penalty in loss function for k-space interpolation networks through fast backpropagation

Author:Istvan Homolya  Peter Dawood  Jannik Stebani  Martin Blaimer  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Driven Robustness: Noise, Artifacts & More  

Program Number:1366  

Room Session:Nicoll 1  

Institution:Comprehensive Heart Failure Center, University Hospital Würzburg  Fraunhofer Institute for Integrated Circuits IIS, Division Development Center X-Ray Technology  University of Würzburg  

Image space formalism of k-space interpolation networks for analytical expression of noise characteristics

Author:Peter Dawood  Felix Breuer  István Homolya  Peter Jakob  Martin Blaimer  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Driven Robustness: Noise, Artifacts & More  

Program Number:1367  

Room Session:Nicoll 1  

Institution:Fraunhofer Institute for Integrated Circuits IIS, Division Development Center X-Ray Technology  University Hospital Würzburg  University of Würzburg  

Introduction

Author:Jennifer Steeden  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Driven Robustness: Noise, Artifacts & More  

Program Number:

Room Session:Nicoll 1  

Institution:

    Locally Adaptive Low Rank Regularization with Collaborative Data Selection for Arterial Spin Labeling MRI Denoising

    Author:Hangfan Liu  Bo Li  Yiran Li  John Detre  Ze Wang  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Driven Robustness: Noise, Artifacts & More  

    Program Number:1373  

    Room Session:Nicoll 1  

    Institution:Perelman School of Medicine, University of Pennsylvania  University of Maryland School of Medicine  

    Noise-Robust Reconstruction for Accelerated MRI using Contrastive Learning

    Author:Seonghyuk Kim  Sung-Hong Park  HyunWook Park  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Driven Robustness: Noise, Artifacts & More  

    Program Number:1368  

    Room Session:Nicoll 1  

    Institution:KAIST  

    A Phase-Injected Complex Forward-Distortion Approach for Deep Unsupervised Correction of Susceptibility Artifacts in EPI

    Author:Abdallah Zaid Alkilani  Tolga Çukur  Emine Ulku Saritas  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Driven Robustness: Noise, Artifacts & More  

    Program Number:1370  

    Room Session:Nicoll 1  

    Institution:Bilkent University  

    A Positive and Negative Learning based Image Decomposition Network for Phase Unwrapping and Background Removal

    Author:Lijun Bao  Zijun Zhao  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Driven Robustness: Noise, Artifacts & More  

    Program Number:1369  

    Room Session:Nicoll 1  

    Institution:Xiamen University  

    Revisiting outer volume subtraction with deep-learning tools for highly-accelerated real-time cine CMR

    Author:Merve Gulle  Peter Kellman  Mehmet Akcakaya  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Driven Robustness: Noise, Artifacts & More  

    Program Number:1371  

    Room Session:Nicoll 1  

    Institution:National Heart-Lung and Blood Institute  University of Minnesota  

    Simultaneous self-supervised reconstruction and denoising for low SNR, sub-sampled training data with Robust SSDU

    Author:Charles Millard  Mark Chiew  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Driven Robustness: Noise, Artifacts & More  

    Program Number:1365  

    Room Session:Nicoll 1  

    Institution:University of Oxford  University of Toronto  Sunnybrook Research Institute