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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  

Awake and behaving mouse fMRI in Go/No-go task.

Author:Wenjing Chen  Zhe Han  Xifan Chen  Kaiwei Zhang  Chengyu Li  Zhifeng Liang  

Institution:Institute of Neuroscience, Chinese Academy of Sciences  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:fMRI: Preclinical  

Program Number:1050  

Presentation Time:08:15   

Room Number:Room 511BCEF  

Computer Number:

Axillary Chemical Exchange Saturation Transfer (CEST) MRI Contrast is Consistent with Secondary Breast Cancer Treatment-Related Lymphedema

Author:Rachelle Crescenzi  Paula Donahue  Manus Donahue  

Institution:Vanderbilt University Medical Center  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Novel Developments in CEST  

Program Number:5008  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 115  

AZTEK: Adaptive Zero TE K-space trajectories

Author:Tanguy Boucneau  Brice Fernandez  Anne Menini  Florian Wiesinger  Luc Darrasse  Xavier Maître  

Institution:CNRS  Ge Healthcare  GE Healthcare  Univ. Paris-Sud  Université Paris-Saclay  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:New RF & Gradient Strategies  

Program Number:4634  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 90  

B0 Field Map estimation with View Line sequence

Author:Shuang Liu  Wenqi Qiu  Gabriel Maggiora  Akihiro Kuwahata  Moriaki Kusakabe  Pablo Irarrazaval  Masaki Sekino  

Institution:Pontifical Catholic University of Chile  The University of Tokyo  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Electromagnetic Tissue Mapping  

Program Number:5067  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 174  

B0 shim improvement in the inferior frontal lobe by head-tilting: feasibility and comparison with 3rd order shimming

Author:Seulki Yoo  Hayoung Song  Won Mok Shim  Seung-Kyun Lee  

Institution:Sungkyunkwan university  Center for Neuroscience Imaging Research, IBS  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Artifacts, Implants & Corrections  

Program Number:4611  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 67  

Balanced SSFP Highly Accelerated Cine ‘Watermark’ Quantifies 2D Myocardial Strain with comparison to 2D Spiral Cine DENSE

Author:Ronald Beyers  Nouha Salibi  Thomas Denney  

Institution:Auburn University  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Myocardial Function & Deformation  

Program Number:1082  

Presentation Time:08:39   

Room Number:Room 518A-C  

Computer Number:

Baseline Multiparametric Volumetric T2RT Histogram Analysis: Can It Be Used to Predict Therapy Response in Patients with Thyroid Associated Ophthalmopathy (TAO) Undergoing Intravenous Methylprednisolone

Author:ping liu  jing zhang  

Institution:The Affliated Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Head & Neck  

Program Number:1242  

Presentation Time:16:36   

Room Number:Room 518A-C  

Computer Number:

Bayesian Heteroscedastic Regression for Analysis of fMRI Data

Author:Anders Eklund  

Institution:

Session Type:Member-Initiated Symposium  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Bayesian Inference in MRI  

Program Number:

Presentation Time:08:35   

Room Number:Room 516AB  

Computer Number:

    Bayesian Inference & DKI

    Author:Eizou Umezawa  

    Institution:Fujita Health University  

    Session Type:Member-Initiated Symposium  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Bayesian Inference in MRI  

    Program Number:

    Presentation Time:09:55   

    Room Number:Room 516AB  

    Computer Number:

      Bayesian Inference for (Neuro-) Imaging

      Author:Michael Chappell  

      Institution:University of Oxford  

      Session Type:Member-Initiated Symposium  

      Session Date:Thursday, 16 May 2019  

      Session Time:08:15  

      Session Name:Bayesian Inference in MRI  

      Program Number:

      Presentation Time:08:15   

      Room Number:Room 516AB  

      Computer Number:

        BEEEP: B1-robust Energy Efficient Excitation Pulses

        Author:Eric Van Reeth  Hélène Ratiney  Olivier Beuf  Soukaina Kanice  Steffen Glaser  Dominique Sugny  

        Institution:CREATIS  Laboratoire Interdisciplinaire Carnot de Bourgogne  Technical University of Munich  

        Session Type:Digital Poster  

        Session Date:Thursday, 16 May 2019  

        Session Time:09:15  

        Session Name:New RF & Gradient Strategies  

        Program Number:4623  

        Presentation Time:09:15   

        Room Number:Exhibition Hall  

        Computer Number:Computer 79  

        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  

        Beyond the consensus: what to include when 5 minutes are available for perfusion imaging by PCASL?

        Biological Aspects

        Author:Michal Neeman  

        Institution:Weizmann Institute of Science  

        Session Type:Sunrise Session  

        Session Date:Thursday, 16 May 2019  

        Session Time:07:00  

        Session Name:Preclinical MRI: Methods & Applications: Future Challenges & Opportunities  

        Program Number:

        Presentation Time:07:30   

        Room Number:Room 513A-C  

        Computer Number:

        Biophysical modeling of the white matter: from theory towards clinical practice

        Author:Rafael Henriques  Chantal Tax  Noam Shemesh  Jelle Veraart  

        Institution:Cardiff University  Champalimaud Centre for the Unknown  Champalimaud Centre for the Unknown  University of Antwerp  

        Session Type:Power Pitch  

        Session Date:Thursday, 16 May 2019  

        Session Time:08:15  

        Session Name:Pitch: Microstructure Modelling & Validation  

        Program Number:1008  

        Presentation Time:08:15   

        Room Number:Power Pitch Theater A - Exhibition Hall  

        Computer Number:

        Biophysical modeling of the white matter: from theory towards clinical practice

        Author:Rafael Henriques  Chantal Tax  Noam Shemesh  Jelle Veraart  

        Institution:Cardiff University  Champalimaud Centre for the Unknown  Champalimaud Centre for the Unknown  University of Antwerp  

        Session Type:Power Pitch Poster  

        Session Date:Thursday, 16 May 2019  

        Session Time:09:15  

        Session Name:Poster: Microstructure Modelling & Validation  

        Program Number:1008  

        Presentation Time:09:15   

        Room Number:Power Pitch Theater A - Exhibition Hall  

        Computer Number:Plasma 4  

        Blind Sparsity Based Motion Estimation and Correction Model for Arbitrary MRI Sampling Trajectories

        Author:Anita Möller  Marco Maass  Tim Parbs  Alfred Mertins  

        Institution:Universität zu Lübeck  

        Session Type:Digital Poster  

        Session Date:Thursday, 16 May 2019  

        Session Time:08:15  

        Session Name:Motion Correction: Non-Brain  

        Program Number:4496  

        Presentation Time:08:15   

        Room Number:Exhibition Hall  

        Computer Number:Computer 124  

        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  

        Blood oxygenation measurements in single vessels: lineshape measurements of the water signal

        Author:Lukas Buschle  Christian Ziener  Volker Sturm  Patrick Vogel  Ke Zhang  Martin Bendszus  Sabine Heiland  Mirko Pham  Heinz-Peter Schlemmer  Felix Kurz  Thomas Kampf  

        Institution:German Cancer Research Center  University Hospital Heidelberg  University Hospital Wuerzburg  

        Session Type:Digital Poster  

        Session Date:Thursday, 16 May 2019  

        Session Time:14:45  

        Session Name:Relaxometry  

        Program Number:4979  

        Presentation Time:14:45   

        Room Number:Exhibition Hall  

        Computer Number:Computer 86  

        BOLD MR Imaging of Placenta in Congenital Heart Disease: Correlation with Maternal Risk Factors, Placental Pathology, and Maternal Serum Hormones

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

        Brain and head-and-neck MRI in immobilization masks: a novel and practical setup for radiotherapy

        Author:Stefano Mandija  Federico D'Agata  Robin Navest  Alessandro Sbrizzi  Cornelis Raaijmakers  Rob Tijssen  Marielle Philippens  Enrica Seravalli  Joost Verhoeff  Jan Lagendijk  Cornelis van den Berg  

        Institution:University Medical Center Utrecht  Utrecht University  University of Turin  

        Session Type:Oral  

        Session Date:Thursday, 16 May 2019  

        Session Time:16:00  

        Session Name:Head & Neck  

        Program Number:1240  

        Presentation Time:16:12   

        Room Number:Room 518A-C  

        Computer Number:

        Brain Connectivity Signatures for Early Dementia

        Author:Ching-Po Lin  

        Institution:

        Session Type:Member-Initiated Symposium  

        Session Date:Thursday, 16 May 2019  

        Session Time:16:00  

        Session Name:Advances in Psychoradiology  

        Program Number:

        Presentation Time:17:20   

        Room Number:Room 513A-C  

        Computer Number:

          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  

          Calculation of molar relaxivity and concentration map of Gd-DTPA map using quantitative parameter map before and after injection for brain metastasis

          Author:Yuki Matsumoto  Masafumi Harada  Yuki Kanazawa  Takashi Abe  Maki Otomo  Yo Taniguchi  Masaharu Ono  Yoshitaka Bito  

          Institution:Healthcare Business Unit, Hitachi, Ltd.  Research & Development Group, Hitachi, Ltd.  Tokushima University  

          Session Type:Digital Poster  

          Session Date:Thursday, 16 May 2019  

          Session Time:14:45  

          Session Name:Relaxometry  

          Program Number:4983  

          Presentation Time:14:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 90  

          Can a neural network predict B0 maps from uncorrected CEST-spectra?

          Author:Felix Glang  Anagha Deshmane  Florian Martin  Kai Herz  Klaus Scheffler  Moritz Zaiss  

          Institution:Max Planck Institute for Biological Cybernetics  Eberhard Karls University Tuebingen  

          Session Type:Digital Poster  

          Session Date:Thursday, 16 May 2019  

          Session Time:14:45  

          Session Name:Novel Developments in CEST  

          Program Number:4995  

          Presentation Time:14:45   

          Room Number:Exhibition Hall  

          Computer Number:Computer 102  

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

          Capturing Time-Dependent Electric Currents Using MRI with A Sub-Millisecond Temporal Resolution

          Author:Zheng Zhong  Muge Karaman  Theodore Claiborne  Xiaohong Zhou  

          Institution:University of Illinois at Chicago  

          Session Type:Digital Poster  

          Session Date:Thursday, 16 May 2019  

          Session Time:09:15  

          Session Name:Going Faster: New Sequences & Acquisition Protocols  

          Program Number:4574  

          Presentation Time:09:15   

          Room Number:Exhibition Hall  

          Computer Number:Computer 29  

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

          Cardiac creatine quantified by cycled water-suppressed 1H-MRS at 3T

          Cardiovascular MR: Challenges of the Future

          Author:David Bluemke  

          Institution:University of Wisconsin-Madison/ RSNA  

          Session Type:Sunrise Session  

          Session Date:Thursday, 16 May 2019  

          Session Time:07:00  

          Session Name:Cardiovascular MR of the Future: Challenges in the Multimodality Environment  

          Program Number:

          Presentation Time:07:30   

          Room Number:Room 518A-C  

          Computer Number:

            Cardiovascular MR: Technical Promises

            Author:Matthias Stuber  

            Institution:University Hospital Lausanne   

            Session Type:Sunrise Session  

            Session Date:Thursday, 16 May 2019  

            Session Time:07:00  

            Session Name:Cardiovascular MR of the Future: Challenges in the Multimodality Environment  

            Program Number:

            Presentation Time:07:00   

            Room Number:Room 518A-C  

            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  

            Cascaded Deep Learning Networks for Automated Image Quality Evaluation of Structural Brain MRI

            Author:SHEEBA SUJIT  REFAAT GABR  IVAN CORONADO  PONNADA NARAYANA  

            Institution:University of Texas Health Science Center  

            Session Type:Digital Poster  

            Session Date:Thursday, 16 May 2019  

            Session Time:09:15  

            Session Name:Artifacts, Implants & Corrections  

            Program Number:4615  

            Presentation Time:

            Room Number:Exhibition Hall  

            Computer Number:Computer 71  

            Cerebral spin compartmentalization based on biexponential modeling of T2-prepared pCASL 3D GRASE data

            Changes in myocardial stiffness and damping ratio due to cardiac amyloidosis: Evaluation with magnetic resonance elastography and a novel neural network inversion

            Author:Arvin Arani  Shivaram Arunachalam  Ian Chang  Phillip Rossman  Kevin Glaser  Joshua Trzasko  Kiaran McGee  Armando Manduca  Martha Grogan  Angela Dispenzieri  Richard Ehman  Philip Araoz  Matthew Murphy  

            Institution:Mayo Clinic  Mayo Clinic  

            Session Type:Oral  

            Session Date:Thursday, 16 May 2019  

            Session Time:08:15  

            Session Name:Myocardial Function & Deformation  

            Program Number:1085  

            Presentation Time:09:15   

            Room Number:Room 518A-C  

            Computer Number:

            Characterising the temporal evolution of fixation in human post mortem brain via linear relaxometry modelling – a marker of cross-linking?

            Characterization of Abdominal Neoplasms using a Fast Inversion Recovery Radial SSFP T1 Mapping Technique

            Author:Mahesh Bharath Keerthivasan  Zhitao Li  Jean-Philippe Galons  Kevin Johnson  Bobby Kalb  Diego Martin  Ali Bilgin  Maria Altbach  

            Institution:university of arizona  

            Session Type:Power Pitch  

            Session Date:Thursday, 16 May 2019  

            Session Time:08:15  

            Session Name:Pitch: Liver: Brief but Impactful  

            Program Number:1032  

            Presentation Time:08:15   

            Room Number:Power Pitch Theater C - Exhibition Hall  

            Computer Number:

            Characterization of Abdominal Neoplasms using a Fast Inversion Recovery Radial SSFP T1 Mapping Technique

            Author:Mahesh Bharath Keerthivasan  Zhitao Li  Jean-Philippe Galons  Kevin Johnson  Bobby Kalb  Diego Martin  Ali Bilgin  Maria Altbach  

            Institution:university of arizona  

            Session Type:Power Pitch Poster  

            Session Date:Thursday, 16 May 2019  

            Session Time:09:15  

            Session Name:Poster: Liver: Brief but Impactful  

            Program Number:1032  

            Presentation Time:09:15   

            Room Number:Power Pitch Theater B - Exhibition Hall  

            Computer Number:Plasma 28  

            Characterization of brain metabolites using CEST and machine learning

            Author:Nirbhay Yadav  Akansha Sehgal  Peter van Zijl  

            Institution:The Johns Hopkins University  The Kennedy Krieger Institute  

            Session Type:Digital Poster  

            Session Date:Thursday, 16 May 2019  

            Session Time:14:45  

            Session Name:Novel Developments in CEST  

            Program Number:4998  

            Presentation Time:14:45   

            Room Number:Exhibition Hall  

            Computer Number:Computer 105  

            Characterization of Prostate Microstructure Using Diffusion-Relaxation Correlation Spectrum Imaging and Comparison to Digital Histopathology

            Characterization of Prostate Microstructure Using Diffusion-Relaxation Correlation Spectrum Imaging and Comparison to Digital Histopathology

            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 Bias in Quantitative Susceptibility Mapping with Anisotropic Imaging Resolution: Studies in a Numerical Phantom, 3D Printed Liver Phantom, and In Vivo Patient Scans

              Author:Ante Zhu  Timothy Colgan  Scott Reeder  Diego Hernando  

              Institution:University of Wisconsin-Madison  

              Session Type:Digital Poster  

              Session Date:Thursday, 16 May 2019  

              Session Time:14:45  

              Session Name:QSM  

              Program Number:4925  

              Presentation Time:14:45   

              Room Number:Exhibition Hall  

              Computer Number:Computer 32