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Automated fibre quantification predicts early Wallerian degeneration of the CST after acute ischemic stroke

Author:Min Tang  Wei Di  Xin Zhang  Jie Gao  Xiaoling Zhang  Zhizheng Zhuo  Xia Zhe  Dongsheng Zhang  Xuejiao Yan  

Author Institution:Philips Healthcare  Shaanxi provincial people`s hospital  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Diffusion MRI: Applications  

Program Number:1668  

Presentation Time:

Room Number:Exhibition Hall 1656-1675  

Computer Number:

Automated fibre tractography of the optic radiation for epilepsy surgery planning

Author:Sjoerd Vos  Matteo Mancini  Vejay Vakharia  Rachel Sparks  Mei Chiang  M. Cardoso  John Duncan  Gavin Winston  Sebastien Ourselin  

Author Institution:University College London  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Fiber Orientation & Fiber Tracking  

Program Number:5220  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Automated Hippocampal Subfield Segmentation using Ultrahigh Field MRI in Patients with Epilepsy

Author:Judy Alper  Rebecca Feldman  Long Xie  Alexandru Rus  Lara Marcuse  Madeline Fields  Bradley Delman  Hung-Mo Lin  Patrick Hof  Priti Balchandani  

Author Institution:Icahn School of Medicine at Mount Sinai  Mount Sinai Medical Center  University of Pennsylvania  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Epilepsy  

Program Number:1954  

Presentation Time:

Room Number:Exhibition Hall 1948-1960  

Computer Number:

Automated Knee Cartilage Segmentation with Very Limited Training Data: Combining Convolutional Neural Networks with Transfer Learning

Author:Alexander Toews  Zhongnan Fan  Marianne Black  Jin Lee  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Author Institution:LVIS Corporation  Stanford University  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Loose Cartilage  

Program Number:0201  

Presentation Time:14:33  

Room Number:W03/04  

Computer Number:

An automated lesion detection method on hepatic hemangioma and hepatic cyst using fully convoluted network

Author:Yajing Zhang  Mo Shen  Yin Guo  Huiyu Qiao  Qian Jiang  Sussi Wang  Yi Yang  

Author Institution:Biomedical engineering, Tsinghua University  Philips Healthcare (Suzhou) Co. Ltd.  second affiliated hospital of Soochow University  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Body DWI & Liver Tumour  

Program Number:4607  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 100  

Automated liver-segment localization and segmental hepatic proton-density fat fraction measurement

Author:Kang Wang  Adrija Mamidipalli  Kevin Blansit  Jonathan Hooker  Claude Sirlin  Albert Hsiao  

Author Institution:University of California, San Diego  

Session Type:Oral  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Hepatobiliary: Diffuse Liver Disease, Part 1  

Program Number:0518  

Presentation Time:14:45  

Room Number:S06  

Computer Number:

Automated Localization and Segmentation of Locally-Advanced Rectal Cancer Based on T2, DWI and DCE Multi-Parametric MRI Using Deep Learning

An automated method for assessing the accuracy of cross-modal registration in high-field fMRI

Author:Cheryl Olman  Kimberly Weldon  Andrea Grant  Philip Burton  Essa Yacoub  

Author Institution:University of Minnesota  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Analysis Methods: Task-Based fMRI  

Program Number:5468  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 31  

Automated MR Spectrum Registration for In Vivo Mouse MEGA-PRESS Study at 9.4T And the Introduction of MRSMouse2.0

Author:Jia Guo  Douglas Rothman  Scott Small  

Author Institution:Columbia University  Columbia University College of Physicians and Surgeons  Yale University  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:09:15  

Session:J-Difference-Edited MRS/MRSI  

Program Number:3967  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 57  

Automated MR-based volumetry of basal ganglia and thalamus at the chronic phase of cortical stroke

Author:Cindy Baudat  Bénédicte Maréchal  Ricardo Corredor-Jerez  Patric Hagmann  Philippe Maeder  Vincent Dunet  

Author Institution:Department of Diagnostic and Interventional Radiology, Lausanne University Hospital  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Image Analysis for Neuroimaging  

Program Number:3140  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 66  

An Automated Multiparametric MRI Quantitative Imaging Prostate Habitat Risk Scoring System for Defining External Beam Radiotherapy Boost Volumes

Author:Radka Stoyanova  Matthew Abramowitz  Felix Chinea  Deukwoo Kwon  Isildinha Reis  Kyle Padgett  Sanoj Punnen  Oleksandr Kryvenko  Alan Pollack  

Author Institution:University of Miami  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Radiation Treatment Planning  

Program Number:3798  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 7  

Automated Pattern Recognition Analysis of Intravoxel Incoherent Motion (IVIM)-diffusion to Segment Hypo-perfused Stroke Region

Author:MinJung Jang  SoHyun Han  HyungJoon Cho  

Author Institution:Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital  Ulsan National Institute of Science and Technology  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:09:00  

Session:Diffusion MRI: Post-Processing  

Program Number:5347  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 29  

AUTOmated pulse SEQuence generation (AUTOSEQ) using Bayesian reinforcement learning in an MRI physics simulation environment

Author:Bo Zhu  Jeremiah Liu  Neha Koonjoo  Bruce Rosen  Matthew Rosen  

Author Institution:Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital  Harvard University  

Session Type:Power Pitch  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Pitch: Machine Learning Unleashed  

Program Number:0438  

Presentation Time:13:45  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

AUTOmated pulse SEQuence generation (AUTOSEQ) using Bayesian reinforcement learning in an MRI physics simulation environment

Automated Seed Points Selection Based Radial-Search Segmentation Method For Sagittal and Coronal View Knee MRI Imaging

Author:Sandeep Jogi  Rafeek T.  Sriram Rajan  Krithika Rangarajan  Anup Singh  Amit Mehndiratta  

Author Institution:Indian Institute of Technology Delhi  Mahajan Imaging Centre  

Session Type:Traditional Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:MSK: Other  

Program Number:1437  

Presentation Time:

Room Number:Exhibition Hall 1412-1437  

Computer Number:

Automated Seed Selection for Gradient-based Electrical Properties Tomography and Its in vivo Validation in the Brain

Author:Yicun Wang  Pierre-Francois Van de Moortele  Bin He  

Author Institution:Center for Magnetic Resonance Research, University of Minnesota  Department of Biomedical Engineering, University of Minnesota  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:Electrical Property Imaging  

Program Number:5094  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 14  

Automated segmentation of abdominal organs in T1-weighted MR images using a deep learning approach: application on a large epidemiological MR study

Author:Thomas Küstner  Marc Fischer  Sarah Müller  Daniel Guttmann  Konstantin Nikolaou  Fabian Bamberg  Bin Yang  Fritz Schick  Sergios Gatidis  

Author Institution:University of Stuttgart  University of Tübingen  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3486  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 54  

Automated segmentation of calibration regions for pediatric whole brain T1- and T2-weighted ratio myelin mapping

Automated segmentation of the cartilage from high-resolution isotropic T1rho MRI

Author:Henry Rusinek  Rahman Baboli  Artem Mikheev  Azadeh Sharafi  Ravinder Regatte  

Author Institution:New York University School of Medicine  New York Unversity School of Medicine  

Session Type:Traditional Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Cartilage  

Program Number:1384  

Presentation Time:

Room Number:Exhibition Hall 1369-1393  

Computer Number:

Automated Textural Classification of Osteoarthritis Magnetic Resonance Images

Author:Joshua Kaggie  Rob Tovey  James MacKay  Fiona Gilbert  Ferdia Gallagher  Andrew McCaskie  Martin Graves  

Author Institution:University of Cambridge  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:15:30  

Session:Little Bones  

Program Number:1242  

Presentation Time:15:42  

Room Number:S05  

Computer Number:

Automated tumour definition in diffusion imaging from Gaussian mixture modelling of intrinsically-registered PET data in breast cancer: pilot study

Author:Maren Andreassen  Tone Bathen  Pål Erik Goa  Steinar Lundgren  Roja Hedayati  Torill Sjøbakk  Hans Petter Eikesdal  Neil Jerome  

Author Institution:NTNU, Norwegian University of Science and Technology  University of Bergen  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:17:15  

Session:MR/PET & Molecular Imaging  

Program Number:3677  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 5  

Automated White Matter Lesion Quantification Correlates With Gait and Cognitive Dysfunction In Parkinson’s Disease

Automated Zonal Prostate Segmentation with 2.5D Convolutional Neural Networks

Author:Alex Bratt  Kevin Seals  Daniel Margolis  

Author Institution:University of California, Los Angeles  Weill Cornell Medicine  Weill Cornell Medicine/New York Presbyterian Hospital  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3498  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 66  

Automatic AHA model segmentation of cardiac T1 maps with deep learning

Author:Nicola Martini  Daniele Della Latta  Gianmarco Santini  Gabriele Valvano  Andrea Barison  Francesco Avogliero  Daniele De Marchi  Luigi Landini  Dante Chiappino  

Author Institution:Fondazione Toscana "G. Monasterio"  University of Pisa  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:CMR Innovations  

Program Number:1047  

Presentation Time:08:00  

Room Number:S03  

Computer Number:

Automatic analysis of multi-echo GRE and DTI data of Parkinson’s disease patients and control subjects using atlas-based subcortical regions

Author:Gerd Melkus  Santanu Chakraborty  Goncalo Santos  Donghoon Kim  David Grimes  Tiago Mestre  

Author Institution:Ottawa Hospital Research Institute  The Ottawa Hospital  University of Ottawa  University of Ottawa Brain and Mind Research Institute  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:16:15  

Session:Parkinson's Disease  

Program Number:3631  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 79  

Automatic and Spatially Varying Phase Correction for Diffusion Weighted Images

Author:Marco Pizzolato  Rachid Deriche  

Author Institution:EPFL  Inria  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Diffusion MRI: Acquisition & Reconstruction  

Program Number:1632  

Presentation Time:

Room Number:Exhibition Hall 1613-1655  

Computer Number:

Automatic Assessment of MR Image Quality with Deep Learning

Author:Jifan Li  Shuo Chen  Qiang Zhang  Huiyu Qiao  Xihai Zhao  Chun Yuan  Rui Li  

Author Institution:Tsinghua University  University of Washington  

Session Type:Power Pitch  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Pitch: Machine Learning Unleashed  

Program Number:0431  

Presentation Time:13:45  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Automatic Assessment of MR Image Quality with Deep Learning

Author:Jifan Li  Shuo Chen  Qiang Zhang  Huiyu Qiao  Xihai Zhao  Chun Yuan  Rui Li  

Author Institution:Tsinghua University  University of Washington  

Session Type:Electronic Power Pitch Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:14:45  

Session:Poster: Machine Learning Unleashed  

Program Number:0431  

Presentation Time:13:45  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 4  

Automatic Brain MR Sequence Classification for Quality Control using Support Vector Machines and Convolutional Neural Networks

Author:Luis Souto Maior Neto  Heather Charette  Marina Salluzzi  Mariana Bento  Richard Frayne  

Author Institution:Hotchkiss Brain Institute  University of Calgary  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Image Analysis & Post-Acquisition Computing  

Program Number:2860  

Presentation Time:

Room Number:Exhibition Hall 2828-2863  

Computer Number:

Automatic Breast and Fibroglandular Tissue Segmentation Using Deep Learning by A Fully-Convolutional Residual Neural Network

Author:Yang Zhang  Vivian Park  Min Kim  Peter Chang  Melissa Khy  Daniel Chow  Jeon-Hor Chen  Alex Luk  Min-Ying Su  

Author Institution:Severance Hospital, Yonsei University College of Medicine  University of California  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Breast Imaging  

Program Number:2420  

Presentation Time:

Room Number:Exhibition Hall 2418-2432  

Computer Number:

Automatic bullseye analysis of myocardial T1 values: a segmentation approach based on deep learning

Author:Yu-Nian Ou  Tsai-Ling Yang  Teng-Yi Huang  Ming-Ting Wu  

Author Institution:Kao-Hsiung Veterans General Hospital  National Taiwan University of Science and Technology  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Cardiovascular Image Processing  

Program Number:2981  

Presentation Time:

Room Number:Exhibition Hall 2970-2981  

Computer Number:

Automatic carotid vessel wall assessment based on a combined analysis of TOF-MR angiography and MSD T2-weighted MRI sequences

Author:Lilli Kaufhold  Axel Krafft  Christoph Strecker  Markus Huellebrand  Ute Ludwig  Andreas Harloff  Anja Hennemuth  

Author Institution:Charité - Universitaetsmedizin Berlin  Fraunhofer MEVIS  University Medical Center Freiburg  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Neurovascular Imaging Methods  

Program Number:1885  

Presentation Time:

Room Number:Exhibition Hall 1868-1902  

Computer Number:

Automatic classification of patients with Alzheimer’s disease (AD) and mild cognitive impairment (MCI) who will convert to AD using deep neural networks

Author:Federica Agosta  Silvia Basaia  Luca Wagner  Giuseppe Magnani  Massimo Filippi  

Author Institution:Effeventi  San Raffaele Scientific Institute, Vita-Salute San Raffaele University  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:17:15  

Session:Alzheimer's Disease & Other Dementias  

Program Number:3758  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 86  

Automatic detection of cerebral microbleeds using Susceptibility-Weighted Imaging and a 3D deep residual network

Author:Yicheng Chen  Melanie Morrison  Javier Villanueva-Meyer  Janine Lupo  

Author Institution:University of California, San Francisco  

Session Type:Power Pitch  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Pitch: Machine Learning Unleashed  

Program Number:0432  

Presentation Time:13:45  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Automatic detection of cerebral microbleeds using Susceptibility-Weighted Imaging and a 3D deep residual network

Author:Yicheng Chen  Melanie Morrison  Javier Villanueva-Meyer  Janine Lupo  

Author Institution:University of California, San Francisco  

Session Type:Electronic Power Pitch Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:14:45  

Session:Poster: Machine Learning Unleashed  

Program Number:0432  

Presentation Time:13:45  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 5  

Automatic Electrodes Detection during simultaneous EEG/fMRI acquisition

Automatic Motion Artifact Detection as Scan-aided Tool in an Autonomous MRI Environment

Author:Wenwen Jiang  Okai Addy  William Overall  Bob Hu  Juan Santos  

Author Institution:HeartVista, Inc  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Motion & Artefact Correction  

Program Number:4114  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 84  

Automatic Myocardium Segmentation using Fully Conventional Network (FCN)

Author:Yan Wang  Peng Cao  Karen Ordovas  Jing Liu  

Author Institution:University of California, San Francisco  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Machine Learning for Tissue Segmentation & Classification  

Program Number:2734  

Presentation Time:

Room Number:Exhibition Hall 2726-2738  

Computer Number:

An automatic prostate gland and peripheral zone segmentations method based on cascaded fully convolution network

Author:Yi Zhu  Rong Wei  Lian Ding  Ge Gao  Xiaodong Zhang  Xiaoying Wang  Jue Zhang  Jing Fang  

Author Institution:Peking University  Peking University First Hospital  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Image Analysis & Post-Acquisition Computing  

Program Number:2849  

Presentation Time:

Room Number:Exhibition Hall 2828-2863  

Computer Number:

Automatic quality assessment of high-resolution T2-weighted images used in hippocampus volumetry and functional studies – a tool developed as part of DZNE-DELCODE study.

Automatic Quantification of Left Ventricular Non-compaction using Fractal Dimension and Parametric Ratio as Geometric Markers: Numerical Simulation and Clinical Evaluation

Author:Amol Pednekar  Carter Chu  Tobias Schlingmann  Zili David Chu  Siddharth Jadhav  Cory Noel  Prakash Masand  

Author Institution:Clements High School  Texas Children's Hospital  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Cardiovascular Image Processing  

Program Number:4777  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 30  

Automatic reconstruction of cortico-striato-thalamo-cortical loops with application to obsessive-compulsive disorder

Automatic Segmentation

Author:Susumu Mori  

Author Institution:Johns Hopkins School of Medicine  

Session Type:Weekend Course  

Session Date:Saturday, 16 June 2018  

Session Time:08:00  

Session:Analyzing the Brain: New Paradigms: Part 1  

Program Number:

Presentation Time:09:06  

Room Number:S03  

Computer Number:

Automatic Segmentation of 3D Perivascular Spaces in 7T MR Images Using Multi-Channel Fully Convolutional Network

Author:Chunfeng Lian  Mingxia Liu  Jun Zhang  Xiaopeng Zong  Weili Lin  Dinggang Shen  

Author Institution:University of North Carolina at Chapel Hill  

Session Type:Power Pitch  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Pitch: Motion & Image Analysis Highlights  

Program Number:0663  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Automatic Segmentation of 3D Perivascular Spaces in 7T MR Images Using Multi-Channel Fully Convolutional Network

Author:Chunfeng Lian  Mingxia Liu  Jun Zhang  Xiaopeng Zong  Weili Lin  Dinggang Shen  

Author Institution:University of North Carolina at Chapel Hill  

Session Type:Electronic Power Pitch Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:09:15  

Session:Poster: Motion & Image Analysis Highlights  

Program Number:0663  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 26  

Automatic Segmentation of Carotid Vessel Wall in Multi-Contrast Blackblood Images using Deep Learning

Author:Jifan Li  Shuo Chen  Xihai Zhao  Chun Yuan  Rui Li  

Author Institution:Tsinghua University  University of Washington  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:CMR Innovations  

Program Number:1051  

Presentation Time:08:48  

Room Number:S03  

Computer Number:

Automatic Segmentation of Hip Cartilage with Deep Convolutional Neural Nets for the evaluation of Acetabulum and Femoral T1? and T2 relaxation times.

Author:Michael Girard  Valentina Pedoia  Berk Norman  Jasmine Rossi-deVries  Sharmila Majumdar  

Author Institution:University of California, San Francisco  

Session Type:Power Pitch  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Pitch: Musculoskeletal Madness  

Program Number:0337  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Automatic Segmentation of Hip Cartilage with Deep Convolutional Neural Nets for the evaluation of Acetabulum and Femoral T1? and T2 relaxation times.

Author:Michael Girard  Valentina Pedoia  Berk Norman  Jasmine Rossi-deVries  Sharmila Majumdar  

Author Institution:University of California, San Francisco  

Session Type:Electronic Power Pitch Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:09:15  

Session:Poster: Musculoskeletal Madness  

Program Number:0337  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 26  

Automatic Segmentation of Lung Anatomy from Proton MRI based on a Deep Convolutional Neural Network

Author:Xue Feng  Nicholas Tustison  Renkun Ni  Zixuan Lin  III, John Mugler  Craig Meyer  Talissa Altes  Joanne Cassani  Y. Michael Shim  Kun Qing  

Author Institution:University of Missouri School of Medicine  University of Virginia  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Lung MRI  

Program Number:4357  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 87