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Improving Brain Volume Measurement Workflow using combination of CS-MRI and Deep Learning based Super-Resolution

Author:Atita Suwannasak  Uten Yarach  Prapatsorn Sangpin  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4187  

Room Session:Exhibition Halls D/E  

Institution :Chiang Mai University  Philips Healthcare (Thailand)  

Denoising highly accelerated T2*-weighted brain MRI using a deep learning convolutional neural network

Author:Bryan Quah  Sreekanth Madhusoodhanan Nair  Jin Jin  Fei Han  Brian Renner  Elaina Gombos  Ke Cheng Liu  Sunil Patil  John Derbyshire  Ken Sakaie  Emmanuel Obusez  Jonathan Lee  Mark Elliot  Russell Shinohara  Matthew Schindler  Jae Song   B  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4188  

Room Session:Exhibition Halls D/E  

Institution :Biomedical Imaging Research Institute, Cedars-Sinai Medical Center  Department of Biostatistics, Epidemiology, and Informatics, Penn Statistics in Imaging and Visualization Center, University of Pennsylvania Perelman School of Medicine  Department of Imag  

Enhanced-Deep-Super-Resolution Neural Network on Multiple MR Brain Images

Author:Cristiana Fiscone  Nico Curti  Matti Ceccarelli  David Manners  Gastone Castellani  Caterina Tonon  Daniel Remondini  Raffaele Lodi  Claudia Testa  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4189  

Room Session:Exhibition Halls D/E  

Institution :University of Bologna  INFN Bologna  IRCCS Istituto delle Scienze Neurologiche di Bologna  

CNN-based three-dimensional superresolution technology in Brain MRI with generalized q-sampling imaging

Author:Chun-Yuan Shin  Yi-Ping Chao  Li-Wei Kuo  Yi-Peng Eve Chang  Jun-Cheng Weng  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4190  

Room Session:Exhibition Halls D/E  

Institution :Chang Gung University  Columbia University  National Health Research Institutes  National Taiwan University College of Medicine  Chang Gung University and Chang Gung Memorial Hospital at Linkou  Chang Gung Memorial Hospital  

Artificial intelligence-based denoising for clinical magnetic resonance imaging: from head to toe

Author:Dallas Turley  Pattana Wangaryattawanich  Jalal Andre  Majid Chailan  Johannes Peeters  Kim van de Ven  Orpheus Kolokythas  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4191  

Room Session:Exhibition Halls D/E  

Institution :Philips Healthcare  University of Washington  

3D MRI super-resolution using convolutional generative adversarial network with gradient guidance

Author:Wei Xu  Jing Cheng  Dong Liang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4192  

Room Session:Exhibition Halls D/E  

Institution :Shenzhen institutes of advanced technology, Chinese Academy of Sciences  

Convolutional-neural-network-based denoising with estimated noise-based normalization to effectively reduce noise for various noise levels

Author:Atsuro Suzuki  Tomoki Amemiya  Yukio Kaneko  Suguru Yokosawa  Toru Shirai  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4193  

Room Session:Exhibition Halls D/E  

Institution :FUJIFILM Corporation  

Knowledge Distillation Enables Efficient Neural Network for Better Generalizability in MR Image Denoising and Super Resolution

Author:Qinyang Shou  Zechen Zhou  Kevin Blansit  Praveen Gulaka  Enhao Gong  Greg Zaharchuk  Ajit Shankaranarayanan  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4194  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.  University of Southern California  

Clinical assessment of a deep learning-based denoising method for DWI of Nasopharyngeal Cancer

Author:Tiebao Meng  Haibin Liu  Haoqiang He  Jialu Zhang  Long Qian  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4195  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  Sun Yat-sen University Cancer Center  

Improving SNR of high resolution multi-echo SWI using complex domain DL based denoising

Author:Florintina C  Sajith Rajamani  Preetham Shankpal  Suresh Joel  Sudhanya Chatterjee  Rohan Patil  Ramesh Venkatesan  Raja Sundaresan  Harsh Agarwal  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4196  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  

An MR-assisted Spatiotemporal Approach for 4D Dynamic Brain PET Denoising

Author:Hamed Yousefi  Chunwei Ying  Mahdjoub Hamdi  Richard Laforest  Hongyu An  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4197  

Room Session:Exhibition Halls D/E  

Institution :Washington University in St.Louis  

Improvement of canine brain FLAIR image using super-resolution GAN

Author:Yuseoung Son  Sumin Roh  Jae-Kyun Ryu  Won Beom Jung  Seok-Mn Lee  A-Rim Lee  Chuluunbaatar Otgonbaatar  Jaebin Lee  Ho-Jung Choi  Young-Won Lee  Hackjoon Shim  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4198  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Systems Korea  Chungnam National University  Seoul national university  

Coil2Coil 3D: Improved self-supervised MR image denoising using phased-array coil images based on 3D structure information

Author:Rokgi Hong  Juhyung Park  Hayeon Lee  Hongjun An  Jongho Lee  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4199  

Room Session:Exhibition Halls D/E  

Institution :Korea University  Seoul national university  

Increased Resolution and Shortened Scan Time of T2 weighted Prostate MRI using Deep Learning Denoising Reconstruction at 1.5T

Author:Hung Do  Dawn Berkeley  Brian Tymkiw  Wissam AlGhuraibawi  Mo Kadbi  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4200  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Systems USA, Inc.  

Multi-Shot M1-Nulled Pancreatic Diffusion Weighted Imaging with Deep Learning-Based Denoising

Author:Kang Wang  Matthew Middione  Andreas Loening  Patricia Lan  Xinzeng Wang  Daniel Ennis  Ryan Brunsing  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4201  

Room Session:Exhibition Halls D/E  

Institution :Stanford University  GE Healthcare  

Deep Learning Denoising Reconstruction Enables up to 2X Scan Time Reduction while Maintaining Image Quality for Musculoskeletal Imaging

Author:Hung Do  Dawn Berkeley  Brian Tymkiw  Wissam AlGhuraibawi  Mo Kadbi  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4202  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Systems USA, Inc.  

Assessment of Multi-modal MR Imaging for Glioma Based on a Deep Learning Reconstruction Approach with the Denoising Method

Author:Jun Sun  Yiding Guo  Zhizheng Zhuo  Siyao Xu  Min Guo  Li Chai  Junjie Li  Liying Qu  Minghao Wu  Juan Wei  Mingna Li  Tong Li  Jinyuan Weng  Xiaodong Gong  Yunyun Duan  Dabiao Zhou  Yaou Liu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4203  

Room Session:Exhibition Halls D/E  

Institution :BioMind Inc.  Capital Medical Universtiy, Beijing Tiantan Hospital  Department of Medical Imaging Product, Neusoft, Group Ltd.  MR Research, GE Healthcare  

Fast MRI of the cervical spinal cord by combining the deep learning-based denoising and Super-Resolution technique

Author:Takuya Aoike  Noriyuki Fujima  Jihun Kwon  Masami Yoneyama  Satonori Tsuneta  Kinya Ishizaka  Kohsuke Kudo  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4204  

Room Session:Exhibition Halls D/E  

Institution :Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital  Department of Diagnostic Imaging, Hokkaido University Graduate School of Medicine, Sapporo, Japan  Global Center for Biomedical Science and Engineering, Faculty of Medici  

Patient-specific Self-supervised Resolution-enhancing Networks for Synthesizing High-resolution Magnetic Resonance Images

Author:Xiaofeng Yang  Sagar Mandava  Yang Lei  Huiqiao Xie  Tonghe Wang  Justin Roper  Tian Liu  Hui Mao  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4205  

Room Session:Exhibition Halls D/E  

Institution :Emory University  GE Healthcare  Icahn School of Medicine at Mount Sinai  Memorial Sloan Kettering Cancer Center