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Accelerated Whole-body Imaging with Uniform Fat-Suppression and Deep-Learning Reconstruction

Author:Alan McMillan  Lloyd Estowski  Ty Cashen  R. Marc Lebel  Xinzeng Wang  Ersin Bayram  Ali Pirasteh  

Institution:GE Healthcare  University of Wisconsin Madison  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2600  

Room Live Q&A Session:

Automatic Bone Segmentation on Whole body Diffusion-Weighted MRI using Deep Learning

Author:Asha K Kumaraswamy  Punith B Venkategowda  Chandrashekar M. Patil  Robert Grimm  

Institution:MR Application Predevelopment, Siemens Healthcare  Siemens Healthcare Private Limited  Vidyavardhaka College of Engineering  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2594  

Room Live Q&A Session:

Characterization of NAFLD disease evolution with multiparametric MRI/MRE and multi-state Hidden Markov Model

Author:Jingbiao Chen  Yunyi Kang  Feng Ju  Jiahui Li  Jie Chen  Xin Lu  Richard Ehman  Vijay Shah  Meng Yin  

Institution:Arizona State University  Mayo Clinic  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2599  

Room Live Q&A Session:

Correlation between CT based Radiomics Features and Mesenteric Vein Resection Margin in Patients with the Pancreatic Head Cancer

Author:Yun Bian  Chao Ma  Xu Fang  Jin Li  Kai Cao  Li Wang  Jin Gang  Jianping Lu  Xiangxue Wang  

Institution:Changhai Hospital  Shanghai University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2605  

Room Live Q&A Session:

CT-based Synthetic pelvic T1-weighted MR image generation using a deep convolutional neural network (CNN)

Author:Reza Kalantar  Jessica Winfield  Christina Messiou  Dow-Mu Koh  Matthew Blackledge  

Institution:The Institute of Cancer Research  The Royal Marsden Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2597  

Room Live Q&A Session:

Deep convolution neural network exploration for super resolution of abdominal 3D mDixon scans

Author:Johannes Peeters  Marcel Breeuwer  

Institution:Philips  Eindhoven University of Technology  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2601  

Room Live Q&A Session:

Deep learning based image reconstruction for T2-weighted rectal cancer imaging

Author:Ken-Pin Hwang  Xinzeng Wang  Randy Ernst  Sarah Palmquist  Marc Lebel  Gaiane Rauch  George Chang  Craig Messick  Melissa Taggart  Ersin Bayram  Jingfei Ma  Harmeet Kaur  

Institution:GE Healthcare  The University of Texas M.D. Anderson Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2603  

Room Live Q&A Session:

Deep learning based multi-organ detection: a step closer to liver T1 map quality assurance

Author:Charles Hill  Ferenc Mozes  Liam Young  Luca Biasiolli  Matthew Robson  Vicente Grau  

Institution:Perspectum Diagnostics LTD.  University of Oxford  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2598  

Room Live Q&A Session:

Deep Learning for Liver Segmentation and Quantification of Obese Patients

Author:Philipp Madörin  Xeni Deligianni  Francesco Santini  Simon Andermatt  Philippe Cattin  Anne Meyer-Gerspach  Bettina Wölnerhanssen  Oliver Bieri  Orso Pusterla  

Institution:St. Clara Hospital  University Hospital Basel  University of Basel  University and ETH Zurich  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2593  

Room Live Q&A Session:

The feasibility of model-free machine learning with variable features of MRI images on the prostate cancer application

Author:Feng-Mao Chiu  Ting Chun Lin  Queenie Chan  Cheng-Chun Li  Jen-I Hwang  You Yin Chen  

Institution:National Yang-Ming University  Philips  Tungs’ Taichung Metroharbor Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2604  

Room Live Q&A Session:

Prediction of contrast-enhanced liver MRI with CycleGAN

Author:Yajing Zhang  Hanlin Fu  

Institution:Philips Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2592  

Room Live Q&A Session:

Quantitative Susceptibility Mapping from Deep-Learning Based Reconstruction of Undersampled Gradient-Recalled Echo Data

Author:Ramin Jafari  Pascal Spincemaille  Thanh Nguyen  Junghun Cho  Martin Prince  Yi Wang  

Institution:Cornell University  Weill Cornell Medicine  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2596  

Room Live Q&A Session:

Retrospective Motion Artifact Reduction with CNN (MARC) combined with model-based artifact simulation for T2WI of the liver

Author:Motohide Kawamura  Daiki Tamada  Tetsuya Wakayama  Hiroshi Onishi  Utaroh Motosugi  

Institution:GE Healthcare  University of Yamanashi  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2602  

Room Live Q&A Session:

Unsupervised assessment of abdominal adipose tissue from whole body Dixon MRI

Author:Ying Xia  Pierrick Bourgeat  Samantha Burnham  Jurgen Fripp  

Institution:CSIRO Health and Biosecurity  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2595  

Room Live Q&A Session: