CAMP-Net: The Application of Consistency-Aware Multi-Prior in Deep Learning for Rapid MRI

Author:Liping Zhang  Weitian Chen  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0809  

Room Session:Summit 2  

Institution:The Chinese University of Hong Kong  

Compressibility-Based Unsupervised Loss for Physics-Driven MRI Reconstruction Networks

Author:Yasar Alcalar  Merve Gulle  Mehmet Akçakaya  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0814  

Room Session:Summit 2  

Institution:University of Minnesota  

Diffusion Modeling with Unrolled Transformers for Self-Supervised MRI Reconstruction

Author:Yilmaz Korkmaz  Vishal Patel  Tolga Cukur  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0806  

Room Session:Summit 2  

Institution:Bilkent University  Johns Hopkins University  

GSURE Denoising enables training of higher quality generative priors for accelerated Multi-Coil MRI Reconstruction

Author:Asad Aali  Marius Arvinte  Sidharth Kumar  Yamin Arefeen  Jonathan Tamir  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0805  

Room Session:Summit 2  

Institution:The University of Texas at Austin  Intel Corporation  

Guided Multicontrast Reconstruction based on the Decomposition of Content and Style

High-Quality Brain MRI Reconstruction against Unknown Degradation: A Unified Framework with Prompt Learning

Author:Ning Jiang  Yao Sui  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0811  

Room Session:Summit 2  

Institution:Peking University  Beijing Institute of Technology  

Memory-efficient and robust model-based deep learning using non-montone monotone operator learning (MnM-MOL)

Author:Maneesh John  Jyothi Rikhab Chand  Mathews Jacob  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0813  

Room Session:Summit 2  

Institution:University of Iowa  

MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning

Author:Hwihun Jeong  Se Young Chun  Jongho Lee  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0807  

Room Session:Summit 2  

Institution:Seoul National University  

Multidimensional MR Spatiospectral Reconstruction Integrating Subspace Modeling and a Plug&Play Denoiser with Recurrent Features

Author:Ruiyang Zhao  Zepeng Wang  Fan Lam  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0810  

Room Session:Summit 2  

Institution:University of illinois Urbana-Champaign  

Simultaneous Off-Resonance Correction and Fat-Water Separation From Center-Out Spiral Acquisition Using a Physics-Informed DL Framework

Author:Alfredo De Goyeneche  Shreya Ramachandran  Ke Wang  Ekin Karasan  Joseph Cheng  Stella Yu  Michael Lustig  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0812  

Room Session:Summit 2  

Institution:Stanford University  UC Berkeley  University of Michigan