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Accelerated T2 Mapping of the Lumbar Intervertebral Discs: Robust Quantification in Clinically Feasible Acquisition Times

Author:Marcus Raudner  Markus Schreiner  Tom Hilbert  Tobias Kober  Anna Szelenyi  Vladimir Juras  Siegfried Trattnig  

Institution:Medical University of Vienna  Siemens Healthcare  Lausanne University Hospital and University of Lausanne  University Hospital and University of Lausanne  Ecole Polytechnique Fédérale de Lausanne (EPFL)  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Musculoskeletal Emerging Methods  

Program Number:0262  

Room Live Q&A Session:Monday Parallel 4  

Automated Grading of Lumbar Disc Degeneration Using T-test Regularized Network

Author:Shui Liu  Fei Gao  Xiaodong Zhang  Jue Zhang  Xiaoying Wang  Jing Fang  

Institution:Peking University  Peking University First Hospital  

Session Type:Combined Educational & Scientific Session  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in MSK  

Program Number:0252  

Room Live Q&A Session:Monday Parallel 4  

Can Tumor T1 Serve as Early Response Imaging Biomarker for Neoadjuvant Chemotherapy in Osteosarcoma? A Preliminary Study

Author:Esha Baidya Kayal  Nikhil Sharma  Sameer Bakhshi  Raju Sharma  Devasenathipathy Kandasamy  Amit Mehndiratta  

Institution:All India Institute of Medical Sciences, New Delhi  Dr. B.R. Ambedkar Institute-Rotary Cancer Hospital (IRCH), All India Institute of Medical Sciences, New Delhi  Indian Institute of Technology, Delhi  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Musculoskeletal Emerging Methods  

Program Number:0261  

Room Live Q&A Session:Monday Parallel 4  

Compressed Sensing with and without Deep Learning Reconstruction: Comparison of Capability for Improving Lumber Spine MRI with Parallel Imaging

Author:Yuki Obama  Yoshiharu Ohno  Kaori Yamamoto  Akiyoshi Iwase  Takahiro Ueda  Kazuhiro Murayama  Hiroshi Toyama  

Institution:Canon Medical Systems Corporation  Fujita Health University Hospital  Fujita Health University School of Medicine  Joint Research Laboratory of Advanced Medical Imaging, Fujita Health University School of Medicine  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0246  

Room Live Q&A Session:Monday Parallel 4  

Computer Aided Detection AI Reduces Inter-Reader Variability in Grading Hip Abnormalities from MRI

Author:Radhika Tibrewala  Eugene Ozhinsky  Rutwik Shah  Io Flament  Kay Crossley  Ramya Srinivasan  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:La Trobe Sport and Exercise Medicine Research Centre  University of California San Francisco  

Session Type:Combined Educational & Scientific Session  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in MSK  

Program Number:0251  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning Assisted Full Knee 3D MRI-Based Lesion Severity Staging

Author:Bruno Astuto Arouche Nunes  Io Flament  Nikan Namiri  Rutwik Shah  Matthew Bucknor  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0242  

Room Live Q&A Session:Monday Parallel 4  

Deep learning for the detection and differentiation of vertebral fracture

Author:Yang Zhang  Lee-Ren Yeh  Jeon-Hor Chen  Ning Lang  Xiaoying Xing  Yongye Chen  Qizheng Wang  Peter Chang  Daniel Chow  Huishu Yuan  Min-Ying Su  

Institution:E-Da Hospital and I-Shou University  Peking University Third Hospital  University of California  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0247  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning MR Relaxometry with Joint Spatial-Temporal Under-sampling

Author:Hongyu Li  Mingrui Yang  Jeehun Kim  Ruiying Liu  Chaoyi Zhang  Peizhou Huang  Sunil Gaire  Dong Liang  Xiaojuan Li  Leslie Ying  

Institution:Cleveland Clinic  Medical AI research center, SIAT, CAS  The State University of New York at Buffalo  

Session Type:Combined Educational & Scientific Session  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in MSK  

Program Number:0253  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images

Author:Aniket Tolpadi  Jinhee Lee  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  University of California Berkeley  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0241  

Room Live Q&A Session:Monday Parallel 4  

Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat-water decomposition MRI

Author:Jie Ding  Varut Vardhanabhuti  Eric Lai  Yuan Gao  Sophelia Chan  Peng Cao  

Institution:The University of Hong Kong  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0249  

Room Live Q&A Session:Monday Parallel 4  

Deep Shoulder CT Image Synthesis from MR via Context-aware 2.5D Generative Adversarial Networks

Author:Yucheng Liu  Yulin Liu  Michael Liu  Pawas Shukla  Richard Ha  Tim Duong  Sachin Jambawalikar  Tony Wong  

Institution:Chung Yuan Christian University  Columbia University Irving Medical Center  Stony Brook Medicine  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0245  

Room Live Q&A Session:Monday Parallel 4  

Deep-learning Diagnosis of Supraspinatus Tendon Tears: Comparison of Multi-sequence Versus Single Sequence Input

Author:MD, Dana Lin  PhD, JinHyeong Park  PhD, Michael Schwier  PhD, Bernhard Geiger  PhD, Esther Raithel  MD, Michael Recht  

Institution:NYU School of Medicine  Siemens Healthineers  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0244  

Room Live Q&A Session:Monday Parallel 4  

Evaluating the Relationship Between Dynamic [18F]-Sodium Fluoride Uptake Parameters and MRI Knee Osteoarthritic Findings

Author:Lauren Watkins  James MacKay  Bryan Haddock  Valentina Mazzoli  Scott Uhlrich  Garry Gold  Feliks Kogan  

Institution:Copenhagen University Hospital  Stanford University  University of East Anglia  University of Cambridge  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Musculoskeletal Emerging Methods  

Program Number:0259  

Room Live Q&A Session:Monday Parallel 4  

Intermuscular Variability of Phosphocreatine Recovery Constants in Exercised Muscle Measured using  31PMRS and CrCEST at 7.0T

Author:Dushyant Kumar  Ravi Prakash Reddy Nanga  Deepa Thakuri  Neil Wilson  Hari Hariharan  Ravinder Reddy  

Institution:Siemens Medical Solutions USA Inc  University of Pennsylvania  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Musculoskeletal Emerging Methods  

Program Number:0254  

Room Live Q&A Session:Monday Parallel 4  

Lymphatic insufficiency observed by noninvasive MR lymphangiography and multi-nuclear 23Na-MRI in patients with lymphedema and lipedema

Author:Rachelle Crescenzi  Paula Donahue  Kalen Petersen  Maria Garza  Kelsey Guerreso  Yu Luo  Joshua Beckman  Manus Donahue  

Institution:Vanderbilt University Medical Center  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Musculoskeletal Emerging Methods  

Program Number:0256  

Room Live Q&A Session:Monday Parallel 4  

Machine Learning for MSK Image Acquisition & Reconstruction

Author:Fang Liu  

Institution:Harvard University  

Session Type:Combined Educational & Scientific Session  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in MSK  

Program Number:

Room Live Q&A Session:Monday Parallel 4  

    Machine Learning for MSK Image Processing & Interpretation

    Author:Cem Deniz  

    Institution:New York University Langone Health  

    Session Type:Combined Educational & Scientific Session  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Machine Learning in MSK  

    Program Number:

    Room Live Q&A Session:Monday Parallel 4  

    Noise and Bias Reduction in Two-Point Dixon Peripheral Nerve Imaging and Muscle Denervation Assessment

    Author:Ek Tan  Julia Sternberg  Bin Lin  Hollis Potter  Darryl Sneag  

    Institution:Hospital for Special Surgery  

    Session Type:Oral  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Musculoskeletal Emerging Methods  

    Program Number:0255  

    Room Live Q&A Session:Monday Parallel 4  

    Principal Component Analysis of Simultaneous PET/MRI Reveals Patterns of Cartilage-Bone Interactions in Osteoarthritis

    Author:Radhika Tibrewala  Valentina Pedoia  Matthew Bucknor  Sharmila Majumdar  

    Institution:University of California San Francisco  

    Session Type:Oral  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Musculoskeletal Emerging Methods  

    Program Number:0258  

    Room Live Q&A Session:Monday Parallel 4  

    Quantitative Assessment of Articular Cartilage Degeneration Using 3D Ultrashort Echo Time Cones Adiabatic T1? (3D UTE Cones AdiabT1?) Imaging

    Author:Mei Wu  Yanping Xue  Yajun Ma  Claire Tang  Meghan Shen  Saeed Jerban  Eric Chang  Jiang Du  

    Institution:University of California, San Diego  Guangzhou First People’s Hospital, School of Medicine, South China University of Technology  VA San Diego Healthcare System  

    Session Type:Oral  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Musculoskeletal Emerging Methods  

    Program Number:0257  

    Room Live Q&A Session:Monday Parallel 4  

    Quantitative Measurements of Bone Water and 31P in Postmenopausal Women: A Preliminary Study

    Author:Brandon Jones  Cheng-Chieh Cheng  Xia Zhao  Mona Mukaddam  Peter Snyder  Chamith Rajapakse  Hee Kwon Song  Felix Wehrli  

    Institution:University of Pennsylvania  

    Session Type:Oral  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Musculoskeletal Emerging Methods  

    Program Number:0260  

    Room Live Q&A Session:Monday Parallel 4  

    Quantitative T1 Mapping from Incoherently Undersampled MR Images Using Self-Attention Convolutional Neural Networks

    Author:Yan Wu  Yajun Ma  Jiang Du  Lei Xing  

    Institution:Stanford University  University of California San Diego  

    Session Type:Oral  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Machine Learning in Musculoskeletal  

    Program Number:0248  

    Room Live Q&A Session:Monday Parallel 4  

    Semi-Quantitative Grading of the Anterior Cruciate Ligament using Deep Learning

    Author:Nikan Namiri  Io Flament  Bruno Astuto  Rutwik Shah  Radhika Tibrewala  Francesco Caliva  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

    Institution:University of California, San Francisco  

    Session Type:Oral  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Machine Learning in Musculoskeletal  

    Program Number:0243  

    Room Live Q&A Session:Monday Parallel 4  

    Task-Based UltraFast MRI: Simultaneous Image Reconstruction and Tissue Segmentation

    Author:Francesco Caliva  Adam Noworolski  Andrew Leynes  Claudia Iriondo  Sharmila Majumdar  Peder Larson  Valentina Pedoia  

    Institution:University of California Berkeley  University of California, San Francisco  

    Session Type:Combined Educational & Scientific Session  

    Session Live Q&A Date:Monday, 10 August 2020  

    Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

    Session Name:Machine Learning in MSK  

    Program Number:0250  

    Room Live Q&A Session:Monday Parallel 4