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A 3D Convolutional Deep Neural Network for lumbar plexus segmentation

Author:Kevin Bronik  Marios Yiannakas  Claudia A. M. Gandini Wheeler-Kingshott  Daniel Alexander  Ferran Prados Carrasco  

Institution:UCL  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2658  

Room Live Q&A Session:

A 64-channel receive coil for accelerated diffusion imaging of the upper legs

Author:Susanne Rauh  Melissa Hooijmans  Lars Bannink  Laura Secondulfo  Martijn Froeling  Aart Nederveen  Gustav Strijkers  

Institution:Amsterdam UMC, location AMC  Utrecht UMC  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2680  

Room Live Q&A Session:

Accelerated high-resolution (0.5mm2) T1? mapping of the knee joint using interleaved spin-lock-prepared 3D gradient echo with Compressed SENSE

Author:Keita Nagawa  Suzuki Masashi  Masami Yoneyama  Kaiji Inoue  Eito Kozawa  Mamoru Niitsu  

Institution:Philips Japan  Saitama Medical University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2690  

Room Live Q&A Session:

Are Two MR Images Enough to Generate the Third One Accurately? - Clinically Feasible Fat Suppression of Lumbar Spine MRI from T1w and T2w Images Only

Author:Sewon Kim  Hanbyol Jang  Kyungwon Kim  Hyeon Gyu Kim  Young Han Lee  Sungjun Kim*  Dosik Hwang*  

Institution:Gangnam Severance Hospital  Yonsei University  Yonsei University College of Medicine  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2663  

Room Live Q&A Session:

Assessment of infection after joint replacement by MAVRIC-SL MR imaging

Author:Tsutomu Inaoka  Masayuki Sugeta  Masahiro Sogawa  Hisanori Tomobe  Ryosuke Sakai  Akinori Yamamoto  Takamistu Uchi  Sayuri Kato  Rumiko Ishikawa  Tomoya Nakatsuka  Noriko Kitamura  Shusuke Kasuya  Hitoshi Terada  

Institution:Toho University Sakura Medical Center  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2673  

Room Live Q&A Session:

Automated Cartilage Segmentation for Clinical Knee MR Images using Transfer Learning

Author:Mingrui Yang  Ceylan Colak  Andreas Nanavati  Sibaji Gaj  Carl Winalski  Naveen Subhas  Xiaojuan Li  

Institution:Cleveland Clinic  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2661  

Room Live Q&A Session:

Automated Segmentation of Knee Articular Cartilage on MRI Data: Increasing Network Capacity with Transfer Learning

Author:Dimitri Kessler  James MacKay  Fiona Gilbert  Martin Graves  Joshua Kaggie  

Institution:University of Cambridge  University of East Anglia  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2652  

Room Live Q&A Session:

Automated Synovitis Segmentation in Patients with Rheumatoid Arthritis

Author:Sibaji Gaj  Ceylan Colak  Mingrui Yang  Kunio Nakamura  Xiaojuan Li  

Institution:Cleveland Clinic  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2666  

Room Live Q&A Session:

Characterization of the Microenvironment of the Intervertebral Disc in Patients with Chronic Low Back Pain by Z-spectral imaging

Author:Li Li  Jicheng Fang  Alessandro Scotti  Mehran Shaghaghi  Wenzhen Zhu  Kejia Cai  

Institution:College of Medicine, University of Illinois at Chicago  Tongji Hospital, Tongji Medical College,HUST  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2684  

Room Live Q&A Session:

Classification of annular fissures and pain-positive discograms using multiple MRI-features with Machine Learning

Author:Kerstin Lagerstrand  Hanna Hebelka  Leif Thorén  Christian Waldenberg  Helena Brisby  

Institution:Institute of Clinical Sciences, Gothenburg University  Medical Physics and Biomedical Engineering, Sahlgrenska University Hospital  Orthopaedics, Sahlgrenska University Hospital  Radiology, Sahlgrenska University Hospital  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2691  

Room Live Q&A Session:

A Comparison study between IVIM-DWI and DCE-MRI derived parameters in rabbit VX2 bone tumor model

Author:Tian Yang  Changjun Liu  xiang feng  Mengxiao Liu  Fu He  Xiaoli Li  Ruizhi Zhou  Wenjian Xu  

Institution:The Affiliated Hospital of Qingdao University  Siemens Healthcare  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2678  

Room Live Q&A Session:

Compartment-specific Knee Cartilage Segmentation using Deep Learning

Author:Egor Panfilov  Aleksei Tiulpin  Victor Casula  Simo Saarakkala  Miika T. Nieminen  

Institution:University of Oulu  Oulu University Hospital  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2653  

Room Live Q&A Session:

Convolutional neural network automatic global segmentation of thigh muscle water-fat images in neuromuscular diseases

Author:Harmen Reyngoudt  Eduard Snezhko  Pierre-Yves Baudin  Pierre Carlier  

Institution:Consultants for Research in Imaging and Spectroscopy  Institute of Myology  National Academy of Sciences  CEA/DRF/IBFJ/MIRCen  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2656  

Room Live Q&A Session:

Deep learning based fully automated screening pipeline for abnormal bone density using a short lumbar Dixon sequence

Author:Shenglan Chen  Yinxia Zhao  Xintao Zhang  Tianyun Zhao  Mario Serrano-Sosa  Xiaodong Zhang  Chuan Huang  

Institution:Stony Brook University  The Third Affiliated Hospital of Southern Medical University (Orthopaedic Hospital of Guangdong Province)  Stony Brook Medicine  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2668  

Room Live Q&A Session:

Deep learning fat-suppressed images for musculoskeletal diseases

Author:Shimpei Kato  Akihiko Wada  Yuya Saito  Christina Andica  Shohei Fujita  Kotaro Fujimoto  Yutaka Ikenouchi  Akifumi Hagiwara  Junko Kikuta  Kanako Sato  Michimasa Suzuki  Toshiaki Akashi  Maki Amano  Koji Kamagata  Kanako Kumamaru  Ma Hori  

Institution:Juntendo University  Juntendo University Nerima Hospital  The University of Tokyo  Tokyo Metropolitan University  Toho University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2654  

Room Live Q&A Session:

Deep-learning Methods for Meniscus Segmentation in Knee MRI

Author:Siyue Li  Shutian Zhao  Sheheryark Khan  Weitian Chen  

Institution:CUHK lab of AI in radiology (CLAIR), The Chinese University of Hong Kong  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2650  

Room Live Q&A Session:

Diagnostic value of radiomics model based on non-enhanced MR imaging for differentiation of chondrosarcoma from enchondroma

Author:Jielin Pan  Yunping Jiang  Wenjuan Li  Yijie Fang  Shaolin Li  Guobin Hong  

Institution:The Fifth Affiliated Hospital of Sun Yat-Sen University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2674  

Room Live Q&A Session:

Differentiating ALTs/DDLs from benign lipomas using high-resolution 1H MR Spectroscopy

Author:Santosh K Bharti  Brett Shannon  Raj Kumar Sharma  Adam Levin  Carol Morris  Laura Fayad  Zaver Bhujwalla  

Institution:The Johns Hopkins University School of Medicine  The Johns Hopkins University School of Medicine,  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2679  

Room Live Q&A Session:

Discovering MRI Imaging Biomarkers Associated with Progression of Knee Pain Using Deep Learning for Survival Analysis

Author:Jinhee Lee  Chul Chung  Felix Liu  Sharmila Majumdar  Valentina Pedoia  

Institution:Bay Imaging Consultants  University of California San Francisco  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2692  

Room Live Q&A Session:

Discrimination of subjects with and without knee osteoarthritis using a radiomics approach on tibial bone

Author:Jukka Hirvasniemi  Stefan Klein  Dieuwke Schiphof  Edwin Oei  

Institution:Erasmus MC  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2651  

Room Live Q&A Session:

Dynamic Contrast Enhanced MR Imaging of Synovitis: Repeatability, Discriminative Validity and Responsiveness in Knee Osteoarthritis

Author:James MacKay  Faezeh Sanaei Nehad  Josh Kaggie  Jo Naish  Caleb Roberts  Martin Graves  Fiona Gilbert  Andrew McCaskie  John Waterton  Rob Janiczek  Alexandra Roberts  Geoff Parker  

Institution:BiOxyDyn Ltd  GlaxoSmithKline  University of Cambridge  University of East Anglia  University of Manchester  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2694  

Room Live Q&A Session:

Evaluation of Kinematics and Image Quality of Thoracic Outlet during Humeral Elevation in Normal Volunteers Using 3D-MRI with Compressed Sensing

Author:Manabu Arai  Taiki Nozaki  Saya Horiuchi  Takahiro Sato  Miki Hirano  Shigekazu Funada  Takeshi Hara  Atsushi Tasaki  Nobuto Kitamura  Masahiro Jinzaki  Yasuyuki Kurihara  

Institution:Gifu University School of Medicine  Keio University School of Medicine  St. Luke's International Hospital  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2681  

Room Live Q&A Session:

Evaluation of Three Different Paradigms for Provoking Blood Oxygenation Level-Dependent MRI Signal Changes in Skeletal Muscles

Author:Shiteng Suo  Hui Tang  Qing Lu  Jianrong Xu  

Institution:Renji Hospital, School of Medicine, Shanghai Jiao Tong University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2683  

Room Live Q&A Session:

External validation of a machine learning algorithm for differentiating between myelodysplastic syndromes and aplastic anemia

Author:Miyuki Takasu  Takashi Abe  Shogo Maeda  Yasutaka Baba  Yuji Akiyama  Yuji Takahashi  Hideaki Kakizawa  Kazuo Awai  

Institution:Hiroshima Red Cross Hospital  Hiroshima University Hospital  Tokushima University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2659  

Room Live Q&A Session:

Fully Automatic Multi-label Segmentation of Knee joint MRI using Deep Learning Neural Networks

Author:Siyue Li  Xiaorui Xu  Chun Ki Franklin Au  Weitian Chen  

Institution:CUHK lab of AI in radiology (CLAIR), Department of imaging and interventional radiology , The Chinese University of Hong Kong  Department of imaging and interventional radiology, The Chinese University of Hong Kong  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2665  

Room Live Q&A Session:

Generalizability of Deep-Learning Segmentation Algorithms on Independent Datasets for Measuring 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  

Institution:Philips Healthcare North America  Stanford University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2657  

Room Live Q&A Session:

Ideal Weighting Parameter for Non-Contrast Detection of Synovitis Using Diffusion-Weighted DESS

Author:Jacob Thoenen  James MacKay  Akshay Chaudhari  Lauren Watkins  Emily McWalter  Brian Hargreaves  Feliks Kogan  Garry Gold  

Institution:Stanford University  University of Cambridge  University of Saskatchewan  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2688  

Room Live Q&A Session:

Interaction between Modic changes and intervertebral discs revealed using deep learning and attention maps.

Author:Christian Waldenberg  Hanna Hebelka  Helena Brisby  Kerstin Lagerstrand  

Institution:Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2667  

Room Live Q&A Session:

Knee MR Image Translation from Multi Contrast Images for Fat Suppression via Deep Learning with Perceptual Loss

Author:Sewon Kim  Hanbyol Jang  Kaustubh Lall  Armin Jamshidi  Sheronda Statum  Christine B. Chung  Won C. Bae*  Dosik Hwang*  

Institution:University of California-San Diego  VA San Diego Healthcare System  Yonsei University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2664  

Room Live Q&A Session:

Mapping of exercise-stimulated muscle perfusion using DCE-MRI and an artificial neural network approach

Author:Jeff Zhang  Christopher Conlin  Xiaowan Li  Gwenael Layec  Ken Chang  Jayashree Kalpathy-Cramer  Vivian Lee  

Institution:Massachusetts General Hospital  University of Massachusetts  University of Utah  Verily Life Sciences  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2660  

Room Live Q&A Session:

Myoelectric Triggered Diffusion-Weighted Imaging for Muscle Contraction Analysis

Author:Martin Schwartz  Petros Martirosian  Günter Steidle  Michael Erb  Bin Yang  Fritz Schick  

Institution:University Hospital of Tuebingen  University of Stuttgart  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2695  

Room Live Q&A Session:

Noise Reduction of 3D Fast Spin Echo Knee Imaging Using Fusion of Convolutional Neural Networks

Author:Shutian Zhao  Siyue Li  Xiaorui Xu  Chun Ki Franklin Au  Huimin Zhang  Weitian Chen  

Institution:CUHK lab of AI in radiology (CLAIR), Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2662  

Room Live Q&A Session:

Optimizing Metal Related Artifact Reduction MRI at 3T: Circular versus Elliptical Radiofrequency Pulse Polarization

Author:Iman Khodarahmi  John Kirsch  Gregory Chang  Jan Fritz  

Institution:Johns Hopkins Hospital  Massachusetts General Hospital  New York University School of Medicine  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2686  

Room Live Q&A Session:

Preoperative Pathological Differentiation of Grade 1 and Grade 2/3 Soft Tissue Sarcomas based on Radiomics of ADC maps

Author:Yu Zhang  Shaowu Wang  Yuwei Xia  Kai Zhang  

Institution:Huiying Medical Technology Inc  The second Hospital of Dalian Medical University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2677  

Room Live Q&A Session:

PSEUDO-CT IMAGE GENERATION FROM MULTIPLE ECHO TIME 7 TESLA MR DATA VIA GAUSSIAN MIXTURE MODELLING

Author:Shaeez Abdulla  David Reutens  Viktor Vegh  

Institution:University of Queensland  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2693  

Room Live Q&A Session:

Short T2* Components Separation Based on Hyperbolic Tangent R2* Model Using Dual-Echo UTE Imaging

Author:You-Jin Jeong  Seung-Nam Baek  Han-Jae Chung  Jong-Min Kim  Jun-Sik Yoon  Chulhyun Lee  Chang-Hyun Oh  

Institution:Korea Basic Science Institute  Korea University  GE Healthcare Korea  Corresponding Author  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2671  

Room Live Q&A Session:

Short T2* quantification of knee structures based on accelerated UTE Spiral VIBE MRI with SPIRiT reconstruction

Author:Céline Smekens  Floris Vanhevel  Ben Jeurissen  Pieter Van Dyck  Jan Sijbers  Thomas Janssens  

Institution:Antwerp University Hospital and University of Antwerp  Siemens Healthcare NV/SA  University of Antwerp  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2687  

Room Live Q&A Session:

Short-term repeatability of magnetic resonance fingerprinting for T1 and T2 measurements of metastatic bone lesions in prostate cancer patients

Author:Matthew Orton  Mihaela Rata  Nina Tunariu  Andra Curcean  Julie Hughes  Erica Scurr  James D'arcy  Matthew Blackledge  Dow-Mu Koh  

Institution:Institute of Cancer Research  Royal Marsden NHS Foundation Trust  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2675  

Room Live Q&A Session:

Survival prediction in patients with osteosarcoma based on MRI Radiomics Features

Author:lu zhang  

Institution:Henan provincial people's Hospital  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2676  

Room Live Q&A Session:

T2 Analysis of the Entire Osteoarthritis Initiative Dataset (N=25,729)

Author:Alaleh Razmjoo  Francesco Caliva  Jinhee Lee  Felix Liu  Gabby B. Joseph  Thomas M. Link  Sharmila Majumdar  Valentina Pedoia  

Institution:University of California, San Francisco  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2685  

Room Live Q&A Session:

Texture Analysis of T2-weighted Lumbar Spine MRI Predicts Presence of Low Back Pain

Author:Juuso Ketola  Satu Inkinen  Jaro Karppinen  Jaakko Niinimäki  Osmo Tervonen  Miika Nieminen  

Institution:Oulu University Hospital  University of Oulu  University of Oulu and Oulu University Hospital  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2655  

Room Live Q&A Session:

Ultra-Fast Simultaneous T1rho and T2 Mapping Using Deep Learning

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:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2669  

Room Live Q&A Session:

Validation of a novel 64-channel coil for clinical high-resolution T2-weighted imaging of the upper leg

Author:Lars Bannink  Susanne Rauh  Melissa Hooijmans  Robert Hemke  Frank Smithuis  J. Michiel Den Harder  Josien Douw - van den Noort  Johannes Tol  Frank Simonis  Aart Nederveen  Gustav Strijkers  Mario Maas  

Institution:Amsterdam UMC, location  Amsterdam UMC, location AMC  University of Twente  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2682  

Room Live Q&A Session:

The value of MAVRIC-SL technique in evaluation of unicompartment knee arthroplasty (UKA) at 3.0TMR

Author:Qiang Zhao  Lizhi Xie  

Institution:GE healthcare, China  Peking University Third Hospital  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2672  

Room Live Q&A Session:

Value of texture analysis on the Ktrans map of dynamic contrast enhancement MRI for assessment of critical limb ischemia in diabetic rabbits

Author:Liu Yang  Yunfei Zha  Weiyin Vivian Liu  

Institution:GE Healthcare  Renmin Hospital of Wuhan University  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2670  

Room Live Q&A Session:

Whole Body Composition in Patients Living with HIV

Author:Ravi Chachad  Gabby Joseph  Jiamin Zhou  Phyllis Tien  Thomas Link  Galateia Kazakia  Roland Krug  

Institution:University of California San Francisco  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2689  

Room Live Q&A Session: