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Cine Cardiac MRI Motion Correction using Denoising Diffusion Probabilistic Models

Author:Yang Liu  Jiameng Diao  Zijian Zhou  Haikun Qi  Peng Hu  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4493  

Room Session:Exhibition Hall (Hall 403)  

Institution:ShanghaiTech University  Shanghai Clinical Research and Trial Center  United Imaging Healthcare  

Computationally Efficient IMplicit Training Strategy for UNrolled NEtworks (IMUNNE) for Reconstruction of Accelerated Cardiac Dynamic MRI

Author:Nikolay Iakovlev  Florian Schiffers  Lexiaozi Fan  Santiago Tapia  KyungPyo Hong  Dima Bishara  Jane Wilcox  Daniel Lee  Aggelos Katsaggelos  Daniel Kim  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4484  

Room Session:Exhibition Hall (Hall 403)  

Institution:Northwestern University  

Curation of Training Data for Supervised Deep Learning Reconstruction of Speech Real-Time MRI

Author:Kevin Lee  Prakash Kumar  Khalil Iskarous  Krishna Nayak  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4496  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Southern California  

Deep Learning-Based High Frequency Constrained Fast Image Reconstruction for 4D Cardiac MRI

Author:Ashmita Deb  Danielle Kara  Mary Robakowski  Ojas Potdar  David Chen  Christopher Nguyen  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4491  

Room Session:Exhibition Hall (Hall 403)  

Institution:Cleveland Clinic  Case Western Reserve University  Cleveland State University  Case Western Reserve University & Cleveland Clinic  

Improving Image Quality of Dynamic Contrast Enhanced Abdominal MRI Using a Novel Deep Learning Reconstruction

Author:Eugene Milshteyn  Soumyadeep Ghosh  Nabih Nakrour  Rory Cochran  Nathaniel Mercaldo  Xinzeng Wang  Leo Tsai  Arnaud Guidon  Mukesh Harisinghani  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4485  

Room Session:Exhibition Hall (Hall 403)  

Institution:GE HealthCare  Massachusetts General Hospital  

ML models for 4D cine imaging

Author:Mark Wrobel  Vivek Muthurangu  Javier Montalt  Jennifer Steeden  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4492  

Room Session:Exhibition Hall (Hall 403)  

Institution:UCL  

Movieformer: Motion-resolved 4D MRI reconstruction using a network with spatiotemporal attention

Author:Anthony Mekhanik  Victor Murray  Ricardo Otazo  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4487  

Room Session:Exhibition Hall (Hall 403)  

Institution:Memorial Sloan Kettering Cancer Center  

Paired Conditional Generative Adversarial Network for Highly Accelerated Liver 4D MRI

Author:Di Xu  Xin Miao  Yang Yang  Hengjie Liu  Jessica Scholey  Wensha Yang  Mary Feng  Michael Ohliger  Yi Lao  Ke Sheng  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4488  

Room Session:Exhibition Hall (Hall 403)  

Institution:Siemens Healthineers  UCLA  UCSF  

Rapid LAVA imaging with deep learning reconstruction: evaluation of image quality and diagnostic performance in patients with liver cancer

Author:Guo Sa  Qidong Wang  Desheng Shang  Qingqing Wen  Weiqiang Dou  Zhan Feng  Feng Chen  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4494  

Room Session:Exhibition Hall (Hall 403)  

Institution:First Affiliated Hospital,School of Medicine,ZheJiang University  MR Research, GE Healthcare  

Scale Time-Equivariant Convolutional Neural Networks For Dynamic Magnetic Resonance Imaging

Author:Yuliang Zhu  Jing Cheng  Zhuoxu Cui  Yulin Wang  Jie Zeng  Chengbo Wang  Dong Liang  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4495  

Room Session:Exhibition Hall (Hall 403)  

Institution:Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen  University of Nottingham, Ningbo, China  

Self-Supervised Low-rank plus Sparse Network for Radial MRI Reconstruction

Author:Andrei Mancu  Wenqi Huang  Gastao Lima da Cruz  Daniel Rückert  Kerstin Hammernik  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4489  

Room Session:Exhibition Hall (Hall 403)  

Institution:Technical University of Munich  University of Michigan  Imperial College London  

Temporally-Aware Neural Networks For Cine MRI Reconstruction From Severely Undersampled Data

Author:Niraj Mahajan  Ana Rodríguez-Soto  Nuri Chung  Sanjeet Hegde  Brent Gordon  Amanda Potersnak  Joni Blood  Francisco Contijoch  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4486  

Room Session:Exhibition Hall (Hall 403)  

Institution:Rady's Children Hospital, San Diego  University of California San Diego  

Volumetric Reconstruction Resolves Off-Resonance Artifacts in Static and Dynamic PROPELLER MRI

Author:Annesha Ghosh  Gordon Wetzstein  Mert Pilanci  Sara Fridovich-Keil  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4490  

Room Session:Exhibition Hall (Hall 403)  

Institution:Stanford University  University of California, Berkeley