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Automatic detection of age- and sex-related differences in human brain morphology

Automatic detection of prostate cancer lesion using various deep neural network in multi-parametric MRI combined including quantified parameters.

Author:Jinseong Jang  Jeong Kon Kim  Subeom Park  Won Tae Kim  Shin Uk Kang  Myung Jae Lee  Dongmin Kim  

Institution:Asan Medical Center  JLK Inspection  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1624  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 16  

Automatic Glioma Segmentation Algorithm Based on Superpixel Features

Author:Yaping Wu  Yusong Lin  Guohua Zhao  Longfei Li  Meiyun Wang  

Institution:Henan Provincial People’s Hospital  Xi’an Jiaotong University  Zhengzhou University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4802  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 84  

Automatic prostate and prostate zones segmentation of magnetic resonance images using convolutional neural networks

Author:Nader Aldoj  Federico Biavati  Miriam Rutz  Sebastian Stober  Marc Dewey  

Institution:Charite  Charite  University of potsdam  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1711  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 106  

Automatic Segmentation of Brain Metastases Using Saturation Transfer Magnetic Resonance Imaging

Author:Elham Karami  Wilfred Lam  Wendy Oakden  Margaret Koletar  Leedan Murray  Stanley Liu  Ali Sadeghi Naini  Hany Soliman  Arjun Sahgal  Greg Stanisz  

Institution:Sunnybrook Research Institute  University of Toronto  Sunnybrook Health Sciences Centre  Medical University of Lublin  York University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4800  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 82  

Automatic Segmentation of Carotid Vessel Wall on GOAL-SNAP Images using SE-UNet

Author:Yuze Li  Haikun Qi  Huiyu Qiao  Hualu Han  Xihai Zhao  Chun Yuan  Huijun Chen  

Institution:King's College  Tsinghua University  Tsinghua University  University of Washington  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4743  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

Automatic Segmentation of Knee Cartilage and Menisci from MRI Data: Efficient Multiclass Solution Based on Deep Learning

Author:Egor Panfilov  Aleksei Tiulpin  Miika Nieminen  Simo Saarakkala  

Institution:Research unit of medical imaging, physics and technology, University of Oulu  Department of diagnostic radiology, Oulu University Hospital  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning & Post-Processing in MSK  

Program Number:1137  

Presentation Time:14:09   

Room Number:Room 511BCEF  

Computer Number:

Automatic Segmentation Of The Myocardium in Cardiac Arterial Spin Labelling Images Using a Deep Learning Model Facilitates Myocardial Blood Flow Quantification

Automating fetal brain reconstruction using distance regression learning

Author:Lucilio Cordero-Grande  Anthony Price  Emer Hughes  Robert Wright  Mary Rutherford  Joseph Hajnal  

Institution:King's College London  King's College London  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4779  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 61  

Automating Motion Compensation in 3T Fetal Brain Imaging: Localize, Align & Reconstruct

Author:Lucilio Cordero-Grande  

Institution:King's College London  King's College London  

Session Type:Member-Initiated Symposium  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:MRI of the Placenta & Fetus: Challenges & Opportunities  

Program Number:

Presentation Time:14:57   

Room Number:Room 516AB  

Computer Number:

    Axillary MRI relaxometry as a tool for assessing risk of lymphedema development

    Author:Paula Donahue  Rachelle Crescenzi  Manus Donahue  

    Institution:Vanderbilt University Medical Center  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Emerging Technologies in Body Imaging  

    Program Number:1638  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 30  

    B-0 shimming of the liver using a local array of shim coils in the presence of respiratory motion at 7T

    Author:Lieke van den Wildenberg  Quincy van Houtum  Wybe van der Kemp  Catalina Arteaga de Castro  Sahar Nassirpour  Paul Chang  Dennis Klomp  

    Institution:MR Shim GmbH  UMC Utrecht  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:B0 Field Management & Shimming  

    Program Number:0221  

    Presentation Time:15:33   

    Room Number:Room 710B  

    Computer Number:

    Baseline Striatal Dopamine Binding Potential Predicts Functional Connectivity to Ventral Tegmental Area in Control but not in MDD: A Simultaneous [11C] Raclopride PET-fMRI Study

    Author:Xue Zhang  Fuyixue Wang  J. Paul Hamilton  Jingyuan Chen  Ian Gotlib  Mehdi Khalighi  Gary Glover  

    Institution:Ge Healthcare  GE Healthcare  Linköping University  Massachusetts General Hospital  MIT  Stanford University  Tsinghua University  Tsinghua University  Harvard Medical School  Harvard Medical School  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:fMRI: Multimodal  

    Program Number:0208  

    Presentation Time:14:57   

    Room Number:Room 710A  

    Computer Number:

    Bayesian selection of dedicated liver iron quantification MRI for patients with clinically-significant iron overload

    Author:Takeshi Yokoo  Ivan Pedrosa  Diego Hernando  Scott Reeder  

    Institution:University of Wisconsin at Madison  UT Southwestern Medical Center  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Liver Fat, Iron, Perfusion & Function  

    Program Number:1776  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 173  

    Best Practices in DRO Development

    Author:Daniel Barboriak  

    Institution:

    Session Type:Member-Initiated Symposium  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Open Source Initiative for Perfusion Imaging  

    Program Number:

    Presentation Time:14:45   

    Room Number:Room 513A-C  

    Computer Number:

      Beyond Dice Coefficient: Evaluating Shape Biomarker Preservation in Neural Network Segmentations

      Author:Claudia Iriondo  Valentina Pedoia  Michael Girard  Sharmila Majumdar  

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

      Session Type:Digital Poster  

      Session Date:Thursday, 16 May 2019  

      Session Time:13:45  

      Session Name:Segmentation 1  

      Program Number:4731  

      Presentation Time:13:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 13  

      Bloch image simulations of brain pulse sequences using a GPU-installed gaming PC

      Author:Katsumi Kose  Ryoichi Kose  

      Institution:MRI simulations Inc.  

      Session Type:Digital Poster  

      Session Date:Thursday, 16 May 2019  

      Session Time:13:45  

      Session Name:Software & Tools  

      Program Number:4829  

      Presentation Time:13:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 111  

      BoneMRI of the cervical spine: Deep learning-based radiodensity contrast generation for selective visualization of osseous structures

      Brain tissue segmentation in fetal MRI using convolutional neural networks with simulated intensity inhomogeneities

      BrainQuan: An integrated tool for automated and region-specific analysis of multi-parametric brain MRI data

      Author:Xiang Feng  Meng Xiao Liu  Guang Yang  Xu Yan  

      Institution:East China Normal university  Siemens Healthcare.  

      Session Type:Digital Poster  

      Session Date:Thursday, 16 May 2019  

      Session Time:13:45  

      Session Name:Software & Tools  

      Program Number:4820  

      Presentation Time:13:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 102  

      Build-a-FLAIR: The synthetic generation of T2-FLAIR contrast from T2-weighted and diffusion metric images through a deep neural network.

      Author:Andrew Nencka  Brad Swearingen  Kevin Koch  Michael McCrea  

      Institution:Medical College of Wisconsin  

      Session Type:Digital Poster  

      Session Date:Thursday, 16 May 2019  

      Session Time:13:45  

      Session Name:Machine Learning for Image Enhancement, Quality Assessment & Synthetic Image Generation  

      Program Number:4864  

      Presentation Time:13:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 146  

      Building an animal liver fibrosis bioimaging database for the MR imaging severity index establishment: progress report

      Building Software for Reproducible Research: Lessons from the BART Project

      Author:Martin Uecker  

      Institution:University Medical Center Göttingen  

      Session Type:Member-Initiated Symposium  

      Session Date:Monday, 13 May 2019  

      Session Time:13:45  

      Session Name:Open Source Initiative for Perfusion Imaging  

      Program Number:

      Presentation Time:14:00   

      Room Number:Room 513A-C  

      Computer Number:

        Can hepatocellular carcinoma surveillance be performed annually instead of every 6 months in at-risk patients with a negative initial MRI examination?

        Author:Islam Zaki  Benjamin Wildman-Tobriner  Rajan Gupta  Rendon Nelson  Mustafa Bashir  

        Institution:Duke University  

        Session Type:Digital Poster  

        Session Date:Monday, 13 May 2019  

        Session Time:13:45  

        Session Name:Liver Lesions: Diagnosis, Characterization & Monitoring  

        Program Number:1693  

        Presentation Time:13:45   

        Room Number:Exhibition Hall  

        Computer Number:Computer 88  

        Can Intensity Augmentation Improve Generalizability of CNN-based Image Segmentation?

        Can Intravoxel Incoherent Motion Diffusion-weighted Imaging Be used for Preoperative Assessment of Microvascular Invasion in Hepatocellular Carcinoma ?

        Author:Yi Wei  Hehan Tang  Xiaocheng Wei  Bin Song  

        Institution:GE Healthcare China, MR Research  West China Hospital, Sichuan University  

        Session Type:Combined Educational & Scientific Session  

        Session Date:Monday, 13 May 2019  

        Session Time:13:45  

        Session Name:Mapping the Liver  

        Program Number:0160  

        Presentation Time:15:21   

        Room Number:Room 510A-D  

        Computer Number:

        Cardiac and Respiratory Motion-Resolved 5D Imaging Using a Free-Running Framework: Comparison of Cartesian and Radial Trajectories

        Cardiac DTI: Acquisition Techniques

        Author:Christian Stoeck  

        Institution:University and ETH Zurich  

        Session Type:Weekday Course  

        Session Date:Monday, 13 May 2019  

        Session Time:13:45  

        Session Name:Cardiac Microstructure  

        Program Number:

        Presentation Time:14:15   

        Room Number:Room 512A-H  

        Computer Number:

        Cardiac DTI: Current & Future Clinical Applications

        Author:Dudley Pennell  

        Institution:Royal Brompton Hospital  

        Session Type:Weekday Course  

        Session Date:Monday, 13 May 2019  

        Session Time:13:45  

        Session Name:Cardiac Microstructure  

        Program Number:

        Presentation Time:15:15   

        Room Number:Room 512A-H  

        Computer Number:

        Cardiac DTI: Processing Techniques

        Author:Elizabeth Tunnicliffe  

        Institution:University of Oxford  

        Session Type:Weekday Course  

        Session Date:Monday, 13 May 2019  

        Session Time:13:45  

        Session Name:Cardiac Microstructure  

        Program Number:

        Presentation Time:14:45   

        Room Number:Room 512A-H  

        Computer Number:

        Carotid Artery Localization and Lesion Classification on 3D-MERGE MRI using Neural Network and Object Tracking methods

        Author:Li Chen  Huilin Zhao  Niranjan Balu  Xihai Zhao  Rui Li  Jianrong Xu  Thomas Hatsukami  Jenq-Neng Hwang  Chun Yuan  

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

        Session Type:Digital Poster  

        Session Date:Thursday, 16 May 2019  

        Session Time:13:45  

        Session Name:Segmentation 2  

        Program Number:4812  

        Presentation Time:13:45   

        Room Number:Exhibition Hall  

        Computer Number:Computer 94  

        Cerebral Venous Oxygenation in the Human Fetuses With Enlarged Ventricles Using QSM

        Characterization of Prostate Microstructure Using Water Diffusion & NMR Relaxation

        Author:Gregory Lemberskiy  

        Institution:

        Session Type:Member-Initiated Symposium  

        Session Date:Thursday, 16 May 2019  

        Session Time:13:45  

        Session Name:Combined Diffusion-Relaxometry Microstructure Imaging  

        Program Number:

        Presentation Time:14:40   

        Room Number:Room 513A-C  

        Computer Number:

          Characterization of sub 1 cm Breast Lesions using Radiomics Analysis

          Author:Peter Gibbs  Natsuko Onishi  Meredith Sadinski  Elizabeth Morris  Elizabeth Sutton  

          Institution:Memorial Sloan Kettering Cancer Center  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:AI & Radiomics in Body MRI  

          Program Number:1710  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 105  

          Characterizing diffusion of myelin water in the living human brain using ultra-strong gradients and spiral readout

          Author:Chantal Tax  Umesh Rudrapatna  Lars Mueller  Derek Jones  

          Institution:Cardiff University  

          Session Type:Combined Educational & Scientific Session  

          Session Date:Thursday, 16 May 2019  

          Session Time:13:45  

          Session Name:Mapping the Complementary Roles of Myelin & Microstructure in White Matter  

          Program Number:1115  

          Presentation Time:14:45   

          Room Number:Room 516C-E  

          Computer Number:

          Characterizing MRI Biomarkers for Conversion Prediction of Preclinical Mild Cognitive Impairment

          Chronic hepatic encephalopathy in early developing brain, neurometabolic changes differ depending on the age of disease onset, in vivo longitudinal 1H MRS study

          Author:Veronika Rackayova  Olivier Braissant  Valerie McLin  Cristina Cudalbu  

          Institution:EPFL  Lausanne University Hospital  University Hospitals Geneva  

          Session Type:Oral  

          Session Date:Thursday, 16 May 2019  

          Session Time:13:45  

          Session Name:Experimental Models of CNS Disease  

          Program Number:1151  

          Presentation Time:14:57   

          Room Number:Room 513D-F  

          Computer Number:

          Chronic MS lesions with hyperintense appearance on QSM demonstrate more myelin damage and are long-lasting

          Author:Shun Zhang  Thanh Nguyen  Yi Wang  Susan Gauthier  

          Institution:Tongji Hospital, Tongji Medical College, HUST  Weill Cornell Medical College  Cornell University  

          Session Type:Power Pitch  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Pitch: Myelin Imaging in Sickness & Health  

          Program Number:0116  

          Presentation Time:13:45   

          Room Number:Power Pitch Theater A - Exhibition Hall  

          Computer Number:

          Classification of benign and malignant lymph nodes based on ex-vivo diffusion MRI data

          Author:Andrada Ianus  Inês Santiago  Daniele Ravi  Celso Matos  Daniel Alexander  Noam Shemesh  

          Institution:Champalimaud Centre for the Unknown  Champalimaud Centre for the Unknown  University College London  

          Session Type:Digital Poster  

          Session Date:Thursday, 16 May 2019  

          Session Time:13:45  

          Session Name:Segmentation 2  

          Program Number:4814  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 96  

          Classification of prostate cancer by radiomics

          Author:jing zhang  Yu-dong Zhang  Yang Song  Xu Yan  Guang Yang  

          Institution:East China Normal university  Jiangsu Province Hospital  MR Scientific Marketing, Siemens Healthcare  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Prostate MRI: Technical Developments  

          Program Number:1631  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 23  

          Clinical Applications

          Author:Jeong Min Lee  

          Institution:Seoul National University  

          Session Type:Combined Educational & Scientific Session  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Mapping the Liver  

          Program Number:

          Presentation Time:14:15   

          Room Number:Room 510A-D  

          Computer Number:

          Clinical, technical, and biochemical predictors of adequate hepatobiliary phase enhancement on Gadobenate-Dimeglumine-enhanced MRI of the liver in patients with chronic liver disease and HCC

          Author:Jingbiao Chen  Sichi Kuang  Yao Zhang  Hao Yang  Ying Deng  Bingjun He  Kathryn Fowler  Claude B. Sirlin  Jin Wang  

          Institution:The third affiliated hospital of Sun Yat-sen University  University of California at San Diego  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Liver Fat, Iron, Perfusion & Function  

          Program Number:1775  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 172  

          Comparison between 3T MRI and CT for preoperative T staging of resectable esophageal cancer, with histopathological correlation

          Author:Jinrong Qu  Xu Yan  

          Institution:Henan Cancer Hospital  MR Scientific Marketing, Siemens Healthcare  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Pancreas/GI  

          Program Number:1679  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 72  

          Comparison of 12 different constructs of pre-trained convolutional encoders for semantic segmentation in prostate brachytherapy MRI

          Author:Jeremiah Sanders  Steven Frank  Gary Lewis  Jingfei Ma  

          Institution:University of Texas MD Anderson Cancer Center  University of Texas Medical Branch  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Prostate MRI: Technical Developments  

          Program Number:1613  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 5  

          Comparison of abdominal lymph nodes between healthy volunteers and patients with inflammatory gastrointestinal diseases.

          Author:Hannah Williams  Caroline Hoad  Robert Scott  Gordon Moran  Guruprasad Aithal  Luca Marciani  Penny Gowland  

          Institution:University of Nottingham  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Pancreas/GI  

          Program Number:1678  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 71  

          Comparison of Diagnostic Values of Mono-exponential, Bi-exponential, and Stretched Exponential Diffusion-weighted Magnetic Resonance Imaging in Differentiating Benign and Malignant Hepatic Lesions

          Author:Yoshifumi Noda  Satoshi Goshima  Kimihiro Kajta  Yuta Akamine  Masatoshi Honda  Tomoyuki Okuaki  Hiroshi Kadohara  Nobuyuki Kawai  Hiroshi Kawada  Yukichi Tanahashi  Masayuki Matsuo  

          Institution:Gifu University  Philips Healthcare  Philips Healthcare  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Liver Lesions: Diagnosis, Characterization & Monitoring  

          Program Number:1695  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 90  

          Comparison of MAGiC and MR Fingerprinting for Quantitative Relaxation of T1 and T2 Maps in Female Pelvis

          Comparison of MR elastography and intravoxel incoherent motion for the prediction of hepatocellular carcinoma tumor capsule formation in hepatitis B virus-related patients using whole-tumor analysis

          Comparison of Myelin- and Axon-Specific Imaging Modalities in Multiple Sclerosis

          Author:Sehong Oh  Kunio Nakamura  Kedar Mahajan  Jacqueline Chen  Mark Lowe  Daniel Ontaneda  Bruce Trapp  Ken Sakaie  

          Institution:Hankuk University of Foreign Studies  The Cleveland Clinic  

          Session Type:Power Pitch  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Pitch: Myelin Imaging in Sickness & Health  

          Program Number:0114  

          Presentation Time:13:45   

          Room Number:Power Pitch Theater A - Exhibition Hall  

          Computer Number:

          Comparison of native T1 mapping and acoustic radiation force impulse elastography for noninvasively assessing liver fibrosis: repeatability, reproducibility, and staging and monitoring the fibrosis process

          Author:Jinning Li  Huanhuan Liu  Caiyuan Zhang  Shuyan Yang  Yanshu Wang  Weibo Chen  Xin Li  Dengbin Wang  

          Institution:Philips Healthcare  Philips Healthcare  Ge Healthcare  GE Healthcare  Xinhua Hospital, Shanghai Jiao Tong University School of Medicine  

          Session Type:Digital Poster  

          Session Date:Monday, 13 May 2019  

          Session Time:13:45  

          Session Name:Liver Fibrosis  

          Program Number:1735  

          Presentation Time:13:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 130