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Automatic localization of metal artifacts regions on MRI scout images

Author:Deepa Anand  Dattesh Shanbhag  Chitresh Bhushan  Kavitha Manickam  Radhika Madhavan  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4907  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  

Do deep learning-based qMRI parameter estimators improve clinical task performance?

Author:Sean Epstein  Timothy Bray  Margaret Hall-Craggs  Hui Zhang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4908  

Room Session:Exhibition Halls D/E  

Institution :UCL  UCLH  

Quantitative Assessment of the Whole Spine in T2 MRI Using Deep Learning

Author:Siavash Khallaghi  Lucas Porto  Sean London  Yosef Chodakiewitz  Rajpaul Attariwal  Sam Hashemi  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4909  

Room Session:Exhibition Halls D/E  

Institution :Prenuvo  Voxelwise Imaging Technology Inc.  

Classification of Plaque Composition in Peripheral Arterial Disease with Multi-Contrast Histology using 7 Tesla and a Variational AutoEncoder

Author:Christof Karmonik  Lily Buckner  Kayla Wilhoit  Trisha Roy  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4910  

Room Session:Exhibition Halls D/E  

Institution :Houston Methodist Hospital  Houston Methodist Research Institute  Houston Methodst Research Institute  

Automatic Fetal Orientation Detection Algorithm in Fetal MRI

Author:Joshua Eisenstat  Matthias Wagner  Logi Vidarsson  Birgit Ertl-Wagner  Dafna Sussman  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4911  

Room Session:Exhibition Halls D/E  

Institution :Faculty of Engineering and Architectural Sciences, Toronto Metropolitan University  The Hospital for Sick Children  Faculty of Medicine, University of Toronto  Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto Metropolitan Uni  

Deep Learning Based Real-time Quality Assessment of Pilot Tone Respiratory Signals

Author:Huixin Tan  Yantu Huang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4912  

Room Session:Exhibition Halls D/E  

Institution :Siemens Shenzhen Magnetic Resonance Ltd., China  

Automated Motion Artifact Detection in Early Pediatric Diffusion MRI Using a Convolutional Neural Network

Author:Jayse Weaver  Marissa DiPiero  Patrik Goncalves Rodrigues  Hassan Cordash  Douglas Dean III  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4913  

Room Session:Exhibition Halls D/E  

Institution :University of Wisconsin-Madison  

Multimodal MRI radiomics for identifying true tumor recurrence and treatment-related effects in postoperative glioma patients

Author:Jinfa Ren  Dongming Han  Xiaoyang Zhai  Huijia Yin  Ruifang Yan  Kaiyu Wang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4914  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare, MR Research China  The First Affiliated Hospital of Xinxiang Medical University  

An unsupervised deep learning-based method for in vivo high resolution Kidney MRI motion correction

Author:Shahrzad Moinian  Nyoman Kurniawan  Shekhar Chandra  Viktor Vegh  David Reutens  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4915  

Room Session:Exhibition Halls D/E  

Institution :The University of Queensland  The University of Queensland, St Lucia  

Trading Streamlines in Tractography using Autoencoders (TINTA)

Author:Jon Haitz Legarreta  Laurent Petit  Pierre-Marc Jodoin  Maxime Descoteaux  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4916  

Room Session:Exhibition Halls D/E  

Institution :Université Bordeaux  Université de Sherbrooke  

Region of Interest Prediction by Intra-stack Attention Neural Network

Author:Ke Lei  Ali Syed  Xucheng Zhu  John Pauly  Shreyas Vasanawala  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4917  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  Stanford University  

Free water imaging parameter estimation by combination of synthetic q-space learning and conventional fitting: a hybrid approach

Author:Keigo Yamazaki  Yoshitaka Masutani  Wataru Uchida  Koji Kamagata  Koh Sasaki  Shigeki Aoki  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4918  

Room Session:Exhibition Halls D/E  

Institution :Graduate School of Infomation Sciences, Hiroshima City University  Juntendo University Graduate School of Medicine  Tohoku University Graduate School of Medicine  Hiroshima Heiwa Clinic  Tokyo Metropolitan University  

Transformer-based image quality improvement of radial undersampled lung MRI data from post-COVID-19 patients

Author:Maximilian Zubke  Robin Müller  Marius Wernz  Filip Klimeš  Frank Wacker  Jens Vogel-Claussen  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4919  

Room Session:Exhibition Halls D/E  

Institution :Institute of Diagnostic and Interventional Radiology, Hannover Medical School  Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL)  

Deep learning based estimation of patient anthropometric data for intelligent scan planning in MR

Author:Subham Kumar  Harikrishna Rai  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4920  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  

Image Quality and Quantitative Analysis of abbreviated IVIM Brain MRI With Deep LearningBased Reconstruction

Author:Qiongge Li  Yayan Yin  Jie Lu  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4921  

Room Session:Exhibition Halls D/E  

Institution :Xuanwu Hospital Capital Medical University  

Predicting Double Expression Status in Primary Central Nervous System Lymphoma Using Multiparametric MRI Based Machine Learning

Author:Li Liu  Yue Zhang  Nan Zhang  Feng Xiao  Jing Chen  Lin Ma  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4922  

Room Session:Exhibition Halls D/E  

Institution :Department of Radiology, The First Medical Center, Chinese PLA General Hospital  

Deep learning-based pipeline to improve sharpness in knee imaging at both 1.5T and 3T: a clinical evaluation

Author:Valentin Prevost  Shelton Caruthers  Khadra Fleury  Wissam AlGhuraibawi  Kensuke Shinoda  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4923  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Systems Corporation  Canon Medical Systems France  Canon Medical Systems USA  

High Resolution Image Quality Improvement of T2 FLAIR Coronal Hippocampal Imaging by Deep Learning Reconstruction

Author:Yang Jing  Li Ge  Wu Tao  Qi Gang  Zhao Cheng  Lu Jie  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4924  

Room Session:Exhibition Halls D/E  

Institution :Xuanwu Hospital, Capital Medical University  General Electric Medical System Trade Development (Shanghai) Co.  

Association between myosteatosis and impaired glucose metabolism: A deep learning whole-body MRI population phenotyping approach

Author:Matthias Jung  Marco Reisert  Susanne Rospleszcz  Annette Peters  Johanna Nattenmüller  Christopher Schlett  Fabian Bamberg  Jakob Weiß  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4925  

Room Session:Exhibition Halls D/E  

Institution :Helmholtz Zentrum München  University Medical Center Freiburg  Ludwig-Maximilians-University München  

Convolutional Neural Network based Stack-of-Star Imaging with Noise and Artifacts Removal

Author:Xinzeng Wang  Yedaun Lee  Joonsung Lee  Sagar Mandava  Ty Cashen  Xucheng Zhu  Arnaud Guidon  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4926  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  Haeundae Paik Hospital  Inje University College of Medicine