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3T MRI Distribution of Textural Features in Bone Marrow for Osteoporosis.

Author:Anmol Monga  Dimitri Martel  Stephen Honig  Gregory Chang  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4068  

Room Session:Concurrent 4  

Institution:NYU Langone Health  

Acceleration of high-resolution proximal femur MRI using compressive sensing and sparsity in a retrospective study

Author:Brian-Tinh Vu  Brandon Jones  Winnie Xu  Gregory Chang  Chamith Rajapakse  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4067  

Room Session:Concurrent 4  

Institution:New York University  University of Pennsylvania  Perelman School of Medicine, University of Pennsylvania  

AcidoCEST MRI pH is strongly correlated withGLUT1 immunohistochemistry in multiple myeloma

Author:Alecio Lombardi  Jonathan Wong  Rachel High  Ya-Jun Ma  Adam Searleman  Saeed Jerban  Qingbo Tang  Jiang Du  Patrick Frost  Eric Chang  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4072  

Room Session:Concurrent 4  

Institution:Greater Los Angeles Veteran Administration Healthcare System  Radiology Service, Veterans Affairs San Diego Healthcare System  University of California  

Assessment of the potential of a Deep Learning Knee Segmentation and Anomaly Detection Tool in the clinical routine

Author:Laura Carretero  Pablo García-Polo  Suryanarayanan Kaushik  Maggie Fung  Bruno Astuto  Rutwik Shah  Pablo F Damasceno  Valentina Pedoia  Sharmila Majumdar  Mario Padrón  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4048  

Room Session:Concurrent 4  

Institution:Clínica Cemtro  GE Healthcare  UCSF  

Associations between Bone Turnover Biomarkersand MR-based Knee composition and WORMS scores:cross-sectional

Author:WANG BIN  TAN HUI  HE Taiping  YU Nan  Wang Shaoyu  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4077  

Room Session:Concurrent 4  

Institution:Shaanxi University of Chinese Medicine  Siemens Healthineers  

Automation of Quantifying Axonal Loss in Patients with Peripheral Neuropathies through Deep Learning Derived Muscle Fat Fraction

Author:Yongsheng Chen  Daniel Moiseev  Wan Yee Kong  Alexandar Bezanovski  Jun Li  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4047  

Room Session:Concurrent 4  

Institution:Wayne State University School of Medicine  John D. Dingell VA Medical Center  

Characterizing Knee Osteoarthritis Progression with Structural Phenotypes using MRI and Deep Learning

Author:Nikan Namiri  Jinhee Lee  Bruno Astuto  Felix Liu  Rutwik Shah  Sharmila Majumdar  Valentina Pedoia  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4045  

Room Session:Concurrent 4  

Institution:University of California, San Francisco  

Clinical value of MAVRIC-SL MRI for the assessment of periprosthetic joint infection

Author:Tsutomu Inaoka  Masayuki Sugeta  Noriko Kitamura  Tomoya Nakatsuka  Rumiko Ishikawa  Takamitsu Uchi  Rui Iwata  Akinori Yamamoto  Hisanori Tomobe  Ryosuke Sakai  Hidetoshi Yamana  Shusuke Kasuya  Hitoshi Terada  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4083  

Room Session:Concurrent 4  

Institution:Toho University Sakura Medical Center  

Combined IVIM and DTI fitting of muscle DWI data using a self learning physics informed neural network

Author:Martijn Froeling  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0808  

Room Session:Concurrent 4  

Institution:University Medical Center Utrecht  

A comparative study on MRI-based radiomics model selection for ahigh-risk cytogenetics predictioninmultiple myeloma

Author:jianfang liu  Huishu Yuan  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4070  

Room Session:Concurrent 4  

Institution:Peking University Third Hospital  

A Comparison of Synovitis Severity in the Knee Assessed Using Contrast-Enhanced MRI and FDG-PET

Author:Jacob Thoenen  James MacKay  Kathryn Stevens  Tom Turmezei  Akshay Chaudhari  Lauren Watkins  Brian Hargreaves  Garry Gold  Feliks Kogan  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4080  

Room Session:Concurrent 4  

Institution:Norfolk and Norwich University Hospital  Stanford University  University of Cambridge  University of East Anglia  

Data augmentation using features from activation maps improved performance for deep learning based automated knee prescription

Author:Deepa Anand  Dattesh Shanbhag  Preetham Shankpal  Chitresh Bhushan  Desmond Yeo  Thomas Foo  Radhika Madhavan  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0811  

Room Session:Concurrent 4  

Institution:GE Global Research  GE Healthcare  

Deep CNNs with Physical Constraints for simultaneous Multi-tissue Segmentation and Quantification (MSQ-Net) of Knee from UTE MRIs

Author:Xing Lu  Yajun Ma  Saeed Jerban  Hyungseok Jang  Yanping Xue  Xiaodong Zhang  Mei Wu  Amilcare Gentili  Chun-nan Hsu  Eric Chang  Jiang Du  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4051  

Room Session:Concurrent 4  

Institution:University of California, San Diego  Veterans Affairs San Diego Healthcare System  

Deep Learning Improves Detection of Anterior Cruciate Ligament- and Meniscus Tear Detection in Knee MRI

Author:Firas Khader  Gustav Müller-Franzes  Johannes Stegmaier  Martin Pixberg  Jonas Müller-Hübenthal  Christiane Kuhl  Sven Nebelung  Daniel Truhn  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4057  

Room Session:Concurrent 4  

Institution:Aachen University Hospital  Düsseldorf University Hospital  Praxis im Köln Triangle  RWTH Aachen University  

Deep Learning Reconstruction of 3D Zero Echo Time Magnetic Resonance Images for the Creation of 3D Printed Anatomic Models

Author:Nicole Wake  Stephanie Shamir  Beverly Thornhill  Nogah Haramati  Graeme McKinnon  Mathias Engstrom  Florian Wiesinger  Michael Carl  Fraser Robb  Maggie Fung  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4061  

Room Session:Concurrent 4  

Institution:GE Healthcare  Montefiore Medical Center  NYU Langone Health  

Deep Learning-based Semi-supervised Meniscus Segmentation with Uncertainty Estimation

Author:Siyue LI  Shutian ZHAO  Yongcheng YAO  Weitian CHEN  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0803  

Room Session:Concurrent 4  

Institution:AI in Radiology Laboratory, Department of Imaging and Interventioanl Radiology, The Chinese University of Hong Kong  

Deep-Learning Based Image Reconstruction for Lumbar Spine MRI at 3T: Clinical Feasibility

Author:Emma Bahroos  Misung Han  Cynthia Chin  David Shin  Javier Villanueva-Meyer  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4052  

Room Session:Concurrent 4  

Institution:GE Healthcare  University of California San Francisco  

DeepPain: Uncovering Associations Between Data-Driven Learned qMRI Biomarkers and Chronic Pain

Author:Alejandro Morales Martinez  Jinhee Lee  Francesco Caliva  Claudia Iriondo  Sarthak Kamat  Sharmila Majumdar  Valentina Pedoia  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0806  

Room Session:Concurrent 4  

Institution:UCSF  

DEMO: Deep MR Parametric Mapping using Unsupervised Multi-tasking Framework

Author:Jing Cheng  Yuanyuan Liu  Xin Liu  Hairong Zheng  Yanjie Zhu  Dong Liang  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4054  

Room Session:Concurrent 4  

Institution:Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  

DetectionofSacroiliac Joint Lesions in Axial Spondyloarthritis:Utility of Synthetic MRI

Author:Ke Zhang  Guobin Hong  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4075  

Room Session:Concurrent 4  

Institution:the Fifth Affiliated Hospital, Sun Yat-sen University  

Development of Deep Learning based Cartilage Segmentation at 3D knee MRI for the use of Biomarker of Osteoarthritis

Author:Jinwoo Han  Suk-Joo Hong  Zepa Yang  Woo Young Kang  Yoonmi Choi  Chang Ho Kang  Kyung-sik Ahn  Baek Hyun Kim  Euddeum Shim  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4046  

Room Session:Concurrent 4  

Institution:Korea University Anam Hospital  Korea University Ansan Hospital  Korea University Guro Hospital, KUGH-MIDC  

Diagnostic performance of zero echo time imaging and T1-weighted fast spin echo on sacroiliac joint bone erosions using CT as the gold standard

Author:Yitong Li  Shuang Hu  Weiyin Liu  Xiaoming Li  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4073  

Room Session:Concurrent 4  

Institution:MR Research, GE Healthcare  Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology  

Diagnostic value of intro-voxel incoherent movement (IVIM) for infrapatellar fat pad high signal intensity in patient with osteoarthritis

Author:Hui Tan  Bin Wang  Wulin Kang  Nan Yu  Yong Yu  Shaoyu Wang  Yue Li  Tuona Di  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4084  

Room Session:Concurrent 4  

Institution:Shaanxi University of Chinese Medicine  Siemens Healthineers  

Differentiation of Benign and Malignant Vertebral Fractures on Spine MRI Using ResNet Deep Learning Compared to Radiologists' Reading

Author:Lee-Ren Yeh  Yang Zhang  Jeon-Hor Chen  An-Chi Wang  JieYu Yang  Peter Chang  Daniel Chow  Min-Ying Su  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4049  

Room Session:Concurrent 4  

Institution:Chi-Mei Medical Center  E-Da Hospital  University of California Irvine  

Diffusion MRI of THAs for the Classification of Synovial Reactions

Author:Madeleine Gao  Ek Tan  John Neri  Bin Lin  Alissa Burge  Hollis Potter  Kevin Koch  Matthew Koff  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4082  

Room Session:Concurrent 4  

Institution:Hospital of Special Surgery  Medical College of Wisconsin  

Discussion theValue of ADC in Bone Contusions and Bone Marrow Lesions inOsteoarthritisof Knee Joint

Author:Weixin He  Qi Zeng  Ziwei Zhang  Xia Zhu  Zhaoshu Huang  Lisha Nie  Lingling Song  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4065  

Room Session:Concurrent 4  

Institution:592159673@qq.com  Affiliated Hospital of Guizhou Medical University  GE Healthcare, MR Research China  

The Effect of Activation Functions and Loss Functions on Deep Learning Based Fully Automated Knee Joint Segmentation

Author:Sibaji Gaj  Dennis Chan  Xiaojuan Li  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0807  

Room Session:Concurrent 4  

Institution:Cleveland Clinic  

Evaluation of Deep-Learning Reconstructed High-Resolution 3D Lumbar Spine MRI to Improve Image Quality

Author:Simon Sun  Ek Tan  John Carrino  Douglas Mintz  Meghan Sahr  Yoshimi Endo  Edward Yoon  Bin Lin  Robert Lebel  Suryanarayan Kaushik  Yan Wen  Maggie Fung  Darryl Sneag  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0805  

Room Session:Concurrent 4  

Institution:GE Healthcare  Hospital for Special Surgery  

Evaluation of Synovitis of Hand in Patients with Rheumatoid Arthritis Using Diffusion Kurtosis Imaging: Initial Findings

Author:Kaifang Liu  Jie Meng  Zhengyang Zhou  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4079  

Room Session:Concurrent 4  

Institution:Departments of Radiology, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University  

Evaluation of the risk of osteoporosis in diabetic patients by IDEAL-IQ

Author:Yu Song  Qingwei Song  Yingkun Guo  Gang Ning  Xuesheng Li  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4074  

Room Session:Concurrent 4  

Institution:The First Affiliated Hospital of Dalian Medical University  West China Second University Hospital, Sichuan University  

Feasibility of deep learning–based automated rotator cuff tear measurements on shoulder MRI

Author:Dana Lin  Michael Schwier  Bernhard Geiger  Esther Raithel  Michael Recht  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0804  

Room Session:Concurrent 4  

Institution:NYU Grossman School of Medicine  Siemens Healthcare GmbH  Siemens Medical Solutions USA  

Feasibility of Femoral Cartilage Lesion Classification on Clinical MRIs using Deep Learning

Author:Mingrui Yang  Ceylan Colak  Mercan Aslan  Sibaji Gaj  Morgan Jones  Carl Winalski  Naveen Subhas  Xiaojuan Li  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4064  

Room Session:Concurrent 4  

Institution:Cleveland Clinic  

Fully automatic detection and voxel-wise mapping of vertebral body Modic changes using deep convolutional neural networks

Author:Kenneth Gao  Radhika Tibrewala  Madeline Hess  Upasana Bharadwaj  Gaurav Inamdar  Cynthia Chin  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4058  

Room Session:Concurrent 4  

Institution:University of California, San Francisco  University of California, Berkeley-University of California San Francisco Graduate Program in Bioengineering  

Generalizability of Deep-Learning Segmentation Algorithms for Measuring Cartilage and Meniscus Morphology and T2 Relaxation Times

Author:Andrew Schmidt  Arjun Desai  Lauren Watkins  Hollis Crowder  Elka Rubin  Valentina Mazzoli  Quin Lu  Marianne Black  Feliks Kogan  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0809  

Room Session:Concurrent 4  

Institution:Philips Healthcare North America  Stanford University  

Generative Adversarial Network for T2-Weighted Fat Saturation MR Image Synthesis Using Bloch Equation-based Autoencoder Regularization

Author:Sewon Kim  Hanbyol Jang  Seokjun Hong  Yeong Sang Hong  Won C. Bae  Sungjun Kim*  Dosik Hwang*  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0810  

Room Session:Concurrent 4  

Institution:Gangnam Severance Hospital  University of California-San Diego  Yonsei University  Yonsei University College of Medicine  VA San Diego Healthcare System  

Identification of Bone Marrow Lesions on Magnetic Resonance Imaging with Weakly Supervised Deep Learning

Author:Jiaping Hu  Zhao Wang  Lijie Zhong  Keyan Yu  Yanjun Chen  Yingjie Mei  Qi Dou  Xiaodong Zhang  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4062  

Room Session:Concurrent 4  

Institution:Zhejiang University  Philips Healthcare  The Chinese University of Hong Kong  The Third Affiliated Hospital of Southern Medical University  

Impact of sustained Synovitis on Knee Joint Structural Degeneration: 4-Year MRI Data from the Osteoarthritis Initiative

Author:Sara Ramezanpour  Thanat Kanthawang  John Lynch  Thomas Link  Gabby Joseph  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4071  

Room Session:Concurrent 4  

Institution:Department of Epidemiology and Biostatistics, University of California, San Francisco  Department of Radiology and Biomedical Imaging, University of California, San Francisco  Department of Radiology, Faculty of Medicine, Chiang Mai University, Thailand  

Less is more: zero-shot detection and transfer learning for facet arthropathy localization and classification on lumbar spine MRIs

Author:Upasana Bharadwaj  Cynthia Chin  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4053  

Room Session:Concurrent 4  

Institution:University of California, San Francisco  

MRI and CT in an Ancient Child Mummy: Contrast Combination to Increase Tissue Differentiation

Author:Agazi Tesfai  Johannes Fischer  Ali Özen  Patrick Eppenberger  Lena Öhrström  Frank Rühli  Ute Ludwig  Michael Bock  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4076  

Room Session:Concurrent 4  

Institution:Dept. of Radiology, Medical Physics, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg  Institute of Evolutionary Medicine, Faculty of Medicine, University of Zurich  German Consortium for Translational Cancer Research Partner Site Freiburg, German Cancer Research Center (DKFZ)  

MRI image synthesis with a conditional generative adversarial network using patch pooling

Author:Bragi Sveinsson  Matthew Rosen  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4055  

Room Session:Concurrent 4  

Institution:Martinos Center, Massachusetts General Hospital  Harvard Medical School  Harvard University  

MRI-based radiomic features and machine learning for differentiating myelodysplastic syndrome and aplastic anemia

Author:Miyuki Takasu  Makoto Iida  Yasutaka Baba  Yuji Akiyama  Yuji Takahashi  Takashi Abe  Kazuo Awai  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4078  

Room Session:Concurrent 4  

Institution:Hiroshima University Hospital  International Medical Center, Saitama Medical University  Nagoya University Hospital, Aichi, Japan  

Pilot contrast-free MRI reveals significantly impaired calf skeletal muscle perfusion in diabetes with incompressible peripheral arteries

Author:Jie Zheng  Sara Gharabaghi  Ran Li  Yongsheng Chen  Hongyu An  E Mark Haacke  Mohamed Zayed  Mary Hastings  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4066  

Room Session:Concurrent 4  

Institution:MR Innovations Inc  Washington University in St. Louis  Wayne State University  

A pipeline combining deep learning and radiomics to automatically identify chronic lateral ankle instability from FS-PD MRI

Author:Yibo Dan  Hongyue Tao  Chengxiu Zhang  Chenglong Wang  Yida Wang  Shuang Chen  Guang Yang  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4060  

Room Session:Concurrent 4  

Institution:Department of Radiology, Huashan Hospital, Fudan University  Shanghai Key Laboratory of Magnetic Resonance, East China Normal University  

A preliminary study on the effect of compressed SENSE with multiple acceleration factors on knee examination

Author:Nan Zhang  Qingwei Song  Ailian Liu  Renwang Pu  Haonan Zhang  Jiazheng Wang  Liangjie Lin  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4081  

Room Session:Concurrent 4  

Institution:Philips Healthcare, Beijing, China  The First Affiliated Hospital of Dalian Medical University  The First Affilliated Hospital of Dalian Medical University  

Retrospective Contrast Tuning from a Single T1-weighted Image Using Deep Learning

Author:Yan Wu  Yajun Ma  Jiang Du  Lei Xing  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4063  

Room Session:Concurrent 4  

Institution:Stanford University  University of California San Diego  

Self-Supervised Deep Learning for Knee MRI Segmentation using Limited Labeled Training Datasets

Author:Jeffrey Dominic  Arjun Desai  Andrew Schmidt  Elka Rubin  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4056  

Room Session:Concurrent 4  

Institution:Stanford University  

Significantly reduced collagen and increased water in tibia of patients with osteopenia and osteoporosis detected with ultrashort echo time MRI

Author:Saeed Jerban  Yajun Ma  Zhao Wei  Meghan Shen  Amir Afsahi  Zubiad Ibrahim  Alecio Lombardi  Douglas Chang  Eric Chang  Jiang Du  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Bone Tendon Inflammation  

Program Number:4069  

Room Session:Concurrent 4  

Institution:University of California, San Digeo  VA San Diego Healthcare System  

Synovial Fluid Suppressed 3D T1? Mapping of Knee Cartilage using Deep Learning

Author:Can Wu  Qi Peng  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4050  

Room Session:Concurrent 4  

Institution:Albert Einstein College of Medicine and Montefiore Medical Center  Memorial Sloan Kettering Cancer Center  Philips Healthcare  

Towards Clinical Translation of Fully Automatic Segmentation and 3D Biomarker Extraction of Lumbar Spine MRI

Author:Madeline Hess  Kenneth Gao  Radhika Tibrewala  Gaurav Inamdar  Upasana Bharadwaj  Cynthia Chin  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4059  

Room Session:Concurrent 4  

Institution:University of California, San Francisco  

Ultrafast motion-minimized shoulder MRI with a deep learning constrained Compressed SENSE reconstruction

Author:Jihun Kwon  Masami Yoneyama  Takashige Yoshida  KOHEI YUDA  Yuki Furukawa  Johannes Peeters  Marc Cauteren  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0812  

Room Session:Concurrent 4  

Institution:Philips Healthcare  Philips Japan  Tokyo Metropolitan Police Hospital