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Deep Learning and Compressed Sensing: Automated Image Quality Assessment in Iterative Respiratory-Resolved Whole-Heart MRI

Deep Learning for Automated Medical Image Quality Assessment: Proof of Concept in Whole-Heart Magnetic Resonance Imaging

Deep Learning Image Classification for Automatic Frequency Adjustment in High Field Cardiac MR Imaging

Author:James Goldfarb  Jie Cao  

Author Institution:St Francis Hospital  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Cardiovascular Image Processing  

Program Number:4787  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 40  

Deep neural network based framework for in-vivo axonal permeability estimation

Deep-learned 3D black-blood imaging using automatic labeling technique and 3D convolutional neural networks for detection of metastatic brain tumors

Author:Yohan Jun  Taejoon Eo  Taeseong Kim  Hyungseob Shin  Dosik Hwang  Sohi Bae  Yaewon Park  Hojoon Lee  Byoungwook Choi  Sungsoo Ahn  

Author Institution:Ewha Womans University College of Medicine  Yonsei University  Yonsei University College of Medicine  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Brain Tumours  

Program Number:4857  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 110  

DeepQSM - Solving the Quantitative Susceptibility Mapping Inverse Problem Using Deep Learning

Deformable registration of calf muscle MRI using an improved Demons approach

Author:Sarath Chintalapati  Christopher Conlin  Gwenael Layec  Stephen Decker  Nan Hu  Jiawei Dong  Christopher Hanrahan  Michelle Mueller  Lillian Khor  Vivian Lee  Jeff Zhang  

Author Institution:University of Utah  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:MSK: Muscle 2 & Other Original Research  

Program Number:5137  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 57  

Delayed fMRI timing in the human auditory cortex in lexical processing is correlated with increased EEG power in beta band

Author:Hsin-Ju Lee  Hui-Chuan Chang  Ying-Hua Chu  Wen-Jui Kuo  Fa-Hsuan Lin  

Author Institution:National Taiwan University  National Yang Ming University  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:fMRI: Multimodal Approaches  

Program Number:4517  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 8  

Delineation accuracy of prostate cancer for focal therapy: comparison of MR imaging and histopathology characteristics

Author:Petra van Houdt  Ghazaleh Ghobadi  Stijn Heijmink  Ivo Schoots  Jeroen de Jong  Iris Walraven  Henk van der Poel  Floris Pos  Susanne Rylander  Lise Bentzen  Karin Haustermans  Uulke van der Heide  

Author Institution:Aarhus University Hospital  The Netherlands Cancer Institute  University Hospitals Leuven  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Prostate  

Program Number:0717  

Presentation Time:09:03  

Room Number:S04  

Computer Number:

Demonstration of brain tumor-induced neurovascular uncoupling within the language network at ultra-high field

Author:Shruti Agarwal  Jun Hua  Haris Sair  Hanzhang Lu  Jay Pillai  

Author Institution:Johns Hopkins University School of Medicine  Kennedy Krieger Institute  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:09:15  

Session:fMRI: Physiology  

Program Number:4639  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Demonstration of linear correlation between R2* and liver iron concentration across multiple MR acquisition parameters at 1.5T and 3T.

Author:Richard Jones  Jason Bentley  Valentina Taviani  Diego Hernando  Scott Reeder  Shreyas Vasanawala  

Author Institution:GE Healthcare  Lucile Packard Children's Hospital  Stanford University  University of Wisconsin  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Body: Liver Iron  

Program Number:2604  

Presentation Time:

Room Number:Exhibition Hall 2597-2609  

Computer Number:

Denoising arterial spin labeling cerebral blood flow images using deep learning-based methods

Author:Danfeng Xie  Li Bai  Ze Wang  

Author Institution:Temple University  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Perfusion Methods  

Program Number:2168  

Presentation Time:

Room Number:Exhibition Hall 2158-2189  

Computer Number:

Dependence of rNOE-CEST signals on molecular weight

Author:Steffen Goerke  Johannes Breitling  Karel Klika  Mark Ladd  Peter Bachert  

Author Institution:German Cancer Research Center (DKFZ)  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:CEST: Novel Methods & Applications  

Program Number:2228  

Presentation Time:

Room Number:Exhibition Hall 2222-2249  

Computer Number:

Dependence of the Chemical Shift of 129Xe Dissolved in Red Blood Cells on Transit Time from the Lung Gas Exchange Region in Rats

Author:Yonni Friedlander  Brandon Zanette  Elaine Stirrat  Marcus Couch  Andrea Kassner  Giles Santyr  

Author Institution:Hospital for Sick Children  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Imaging More Than the Boltzmann Distribution: Hyperpolarised Gas Imaging  

Program Number:0972  

Presentation Time:18:03  

Room Number:W05/06  

Computer Number:

Dephasing and diffusion in blood vessel networks: an exact solution of the Bloch-Torrey-equation

Author:Lukas Buschle  Felix Kurz  Heinz-Peter Schlemmer  Christian Ziener  

Author Institution:German Cancer Research Center  University Hospital Heidelberg  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Physiological Techniques  

Program Number:5014  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 29  

Depiction of Transplant Renal Vascular Anatomy and Complications: Unenhanced MR Angiography by Using Spatial Labeling with Multiple Inversion Pulses

Author:Hao Tang  Zhen Li  Xianlun Zou  Daoyu Hu  

Author Institution:Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Body Imaging: Kidney  

Program Number:4584  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 77  

Depth dependence of diffusion in articular cartilage of the knee visualized at 7T

Author:Sander Brinkhof  Qinwei Zhang  Martijn Froeling  Gustav Strijkers  Aart Nederveen  Keita Ito  Dennis Klomp  

Author Institution:Academic Medical Center  Eindhoven University of Technology  University Medical Center Utrecht  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:MSK: Cartilage  

Program Number:5034  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 50  

DESS vs T1-FLASH 3D-MRI for Knee Cartilage Segmentation: An Evaluation Using Deep 3D-CNN

Author:Archit Raj  Harsh Agarwal  

Author Institution:Samsung R&D Institute India Bangalore Pvt. Ltd.  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:MSK: Cartilage  

Program Number:5040  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 56  

Detecting resting-state brain functional networks using oxygen extraction fraction contrast

Author:Yang Yang  Yayan Yin  Qihong Zou  Yang Fan  Jia-Hong Gao  

Author Institution:Center for MRI Research, Peking University  MR Research China, GE Healthcare  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:fMRI: Connectivity Methods  

Program Number:2398  

Presentation Time:

Room Number:Exhibition Hall 2390-2417  

Computer Number:

Detection of BOLD Response in the Limbic System to Non-invasive Stimulation of Autonomic Nervous System with SMS at 7T

Author:Tie-Qiang Li  Yanlu Wang  Masaki Fukunaga  

Author Institution:Karolinska University Hospital Huddinge  National Institute of Physiological Sciences  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:fMRI: Basic Neuroscience (Non-Connectivity-Based)  

Program Number:4537  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 30  

Detection of liver fibrosis from MRIusing histogram of strains

Author:Yasmine Safwat  Rasha Hussein  Ayman Khalifa  Ahmed Ibrahim  Ahmed Samir  Heba Abdallah  Ahmed Fahmy  

Author Institution:Ain Shams University  Cairo University  Helwan University  Nile University  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Body: Technical Advances  

Program Number:2522  

Presentation Time:

Room Number:Exhibition Hall 2518-2535  

Computer Number:

Detection of the accumulation of mannitol in rat brains using CEST MRI

Author:Jing Liu  Chengyan Chu  Lin Chen  Jia Zhang  Rohit Srivatava  Piotr Walczak  Jiadi Xu  Peter van Zijl  Miroslaw Janowski  Guanshu Liu  

Author Institution:The Johns Hopkins University School of Medicine  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:Advancements in CEST Methodology & Applications  

Program Number:5116  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 36  

Determination of white matter cerebrovascular reactivity (CVR) and CVR compliance time responses to surgical revascularization using time regression analysis of hypercapnic BOLD fMRI data

Author:Sarah Lants  Meher Juttukonda  Spencer Waddle  Jennifer Watchmaker  Lori Jordan  Larry Davis  Matthew Fusco  Manus Donahue  

Author Institution:Vanderbilt University Medical Center  

Session Type:Power Pitch  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Pitch: fMRI: Signal Characteristics & Analysis  

Program Number:0869  

Presentation Time:16:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Determination of white matter cerebrovascular reactivity (CVR) and CVR compliance time responses to surgical revascularization using time regression analysis of hypercapnic BOLD fMRI data

Deuterium Metabolic Imaging (DMI) of Human Brain Glucose Metabolism

Author:Henk De Feyter  Kevin Behar  Peter Brown  Scott McIntyre  Terence Nixon  Douglas Rothman  Robin de Graaf  

Author Institution:Yale University  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Non-Proton MRS/MRI  

Program Number:0906  

Presentation Time:16:51  

Room Number:S02  

Computer Number:

Developing and validating a multivariable prediction model to improve the diagnostic accuracy in determination of cervical vs. endometrial origin of uterine adenocarcinomas: A prospective MR study combining diffusion-weighted imaging and spectroscopy

Author:Gigin Lin  Yu-Chun Lin  Shang-Yueh Tsai  Yu-Ting Huang  Chyong-Huey Lai  

Author Institution:Chang Gung Memorial Hospital  National Chengchi University  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:09:15  

Session:Body Imaging: GU (Non-Prostate) & Female Pelvis (Including Placenta)  

Program Number:4681  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 54  

Development of a fast 4D-MRI with sub-second volumetric frame rate for respiratory motion tracking in abdominal radiotherapy

Author:Jing Yuan  Yihang Zhou  Oilei Wong  KinYin Cheung  Siu Ki Yu  

Author Institution:Hong Kong Sanatorium & Hospital  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Body: Technical Advances  

Program Number:2526  

Presentation Time:

Room Number:Exhibition Hall 2518-2535  

Computer Number:

Development of a Highly Compact 1.5 T Functional MRI System with Minimal Infrastructural Requirements

Author:Ben Parkinson  

Author Institution:Victoria University of Wellington  

Session Type:Member-Initiated Symposium  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Portable MRI Systems for Point-of-Care & Mobile Applications  

Program Number:

Presentation Time:13:45  

Room Number:N04  

Computer Number:

    Development of advanced multiparametric MRI biomarkers of Alzheimer’s disease

    Author:Ashley Stokes  Zhiqiang Li  James Pipe  Richard Caselli  Marwan Sabbagh  Leslie Baxter  

    Author Institution:Barrow Neurological Institute  Mayo Clinic - Arizona  

    Session Type:Oral  

    Session Date:Wednesday, 20 June 2018  

    Session Time:08:15  

    Session:MRI in Alzheimer's Disease  

    Program Number:0731  

    Presentation Time:09:51  

    Room Number:S05  

    Computer Number:

    Development of Carbon Electrodes for Current Density Mapping during DBS

    Author:Neeta Ashok Kumar  Munish Chauhan  Rosalind Sadleir  

    Author Institution:Arizona State University  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:17:15  

    Session:Electrical Property Imaging  

    Program Number:5082  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 2  

    The development of fat in fetus: Observation by magnetic resonance imaging

    Author:Ting Yi Chen  Shu Huei Shen  Nai Chi Chiu  Han Jui Lee  Sz Shian Yu  Wan You Guo  

    Author Institution:Taipei Veterans General Hospital  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:08:15  

    Session:Body Imaging: Fetal & Placenta  

    Program Number:4560  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 53  

    Diagnostic Accuracy of 2-Hydroxyglutarate Magnetic Resonance Spectroscopy in Newly-Diagnosed Brain Mass and Suspected Recurrent Gliomas

    Author:Alexander Lin  Min Zhou  Huijun Liao  Raymond Huang  

    Author Institution:Brigham and Women's Hospital  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Brain Tumours  

    Program Number:4845  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 98  

    Diagnostic Accuracy of Liver Imaging Reporting and Data System 2017 (LIRADS) Criteria for Hepatocellular Carcinoma

    Author:Andrea Kierans  Jasnit Makkar  Joshua Cornman-Homonoff  Preethi Guniganti  Elizabeth Hecht  

    Author Institution:Columbia University Medical Center  Well Cornell Medical Center  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:08:15  

    Session:Body DWI & Liver Tumour  

    Program Number:4609  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 102  

    The Diagnostic Accuracy of MR Imaging for Acute Pyelonephritis

    Author:Amarpreet Bhowra  Iva Petkovska  Diego Martin  Bobby Kalb  

    Author Institution:Memorial Sloan Kettering Cancer Center  University of Arizona  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:09:15  

    Session:Body Imaging: GU (Non-Prostate) & Female Pelvis (Including Placenta)  

    Program Number:4678  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 51  

    Diagnostic value of intravoxel incoherent motion (IVIM) diffusion-weighted imaging in hepatic sinusoidal obstruction syndrome: an experimental study in a rat model – preliminary results

    Author:Eun Kyoung Hong  Ijin Joo  Kyoungbun Lee  

    Author Institution:Seoul National University Hospital  

    Session Type:Traditional Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:16:15  

    Session:Body: Liver Imaging Using Perfusion, Diffusion, T1, & T1rho  

    Program Number:2619  

    Presentation Time:

    Room Number:Exhibition Hall 2610-2626  

    Computer Number:

    Diaschisis of The Language Network in Resting State fMRI Functional Connectivity of Post-Stroke Chronic Aphasia

    Author:Kwan-Jin Jung  Jacquie Kurland  

    Author Institution:University of Massachusetts Amherst  

    Session Type:Traditional Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:fMRI: Basic Neuroscience  

    Program Number:2351  

    Presentation Time:

    Room Number:Exhibition Hall 2340-2376  

    Computer Number:

    Dictionary-based Electric Properties Tomography for brain conductivity imaging

    Author:Ulrich Katscher  Max Herrmann  Thomas Amthor  Christian Findeklee  Mariya Doneva  

    Author Institution:Philips Research Europe  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:17:15  

    Session:Electrical Property Imaging  

    Program Number:5102  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 22  

    A Dictionary-Based Method for Conductivity Tensor Mapping

    Author:Kathleen Ropella-Panagis  Scott Peltier  Douglas Noll  

    Author Institution:University of Michigan  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:17:15  

    Session:Electrical Property Imaging  

    Program Number:5099  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 19  

    Differences in BOLD temporal behavior in the cortical and subcortical structures of the visual and somatosensory systems

    Author:Daniil Aksenov  Michael Miller  Limin Li  Alice Wyrwicz  

    Author Institution:NorthShore University HealthSystem  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:09:15  

    Session:fMRI: Physiology  

    Program Number:4633  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 6  

    Differential diagnosis of hepatic iron contents in simple steatosis and nonalcoholic steatohepatitis using multiecho Dixon magnetic resonance imaging

    Differentiating neural and non-neural fMRI signals using CBV-BOLD fMRI

    Author:Laurentius Huber  Daniel Handwerker  Sean Marrett  Javier Gonzalez-Castillo  Anrew Hall  Dimo Ivanov  Maria Guidi  Peter Bandettini  

    Author Institution:MBIC  MPI-CBS  NIMH  

    Session Type:Power Pitch  

    Session Date:Wednesday, 20 June 2018  

    Session Time:16:15  

    Session:Pitch: fMRI: Signal Characteristics & Analysis  

    Program Number:0870  

    Presentation Time:16:15  

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    Differentiating neural and non-neural fMRI signals using CBV-BOLD fMRI

    Author:Laurentius Huber  Daniel Handwerker  Sean Marrett  Javier Gonzalez-Castillo  Anrew Hall  Dimo Ivanov  Maria Guidi  Peter Bandettini  

    Author Institution:MBIC  MPI-CBS  NIMH  

    Session Type:Electronic Power Pitch Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:17:15  

    Session:Poster: fMRI: Signal Characteristics & Analysis  

    Program Number:0870  

    Presentation Time:16:15  

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:Plasma 18  

    Differentiating supraclavicular from gluteal adipose tissue based on simultaneous PDFF and T2* mapping using a twenty-echo gradient echo acquisition

    Differentiation between Intestinal-type and Pancreatobiliary-type Periampullary Carcinoma and Prediction of Lymphatic Metastasis: Whole-Lesion Diffusion-Weighted Imaging Histogram Analysis

    Author:Jingyu Lu  Zhen Li  Daoyu Hu  

    Author Institution:Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:09:15  

    Session:Pancreas/GI  

    Program Number:4713  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 86  

    Differentiation of Malignant and Benign Pulmonary Lesions with DCE-MR imaging

    Author:Xin Sui  Xiaoli Xu  Lan Song  Tianyi Qian  Yi Sun  Wei Song  Zhengyu Jin  

    Author Institution:Peking Union Medical College Hospital  Siemens Healthcare, MR Collaborations NE Asia  

    Session Type:Traditional Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:16:15  

    Session:Thoracic MRI  

    Program Number:2461  

    Presentation Time:

    Room Number:Exhibition Hall 2451-2480  

    Computer Number:

    Differentiation of Mass-forming Focal Pancreatitis (MFFP) from Pancreatic Cancer (CP): Added Value of Magnetic Resonance Elastography (MRE) to Dynamic Contrast-enhanced Magnetic Resonance Imaging (DCE-MRI)

    Author:Yu Shi  Yanqing Liu  Xiaoqi Wang  Min Wang  Ruoyun Ji  Lizhuo Cang  Qiyong Guo  

    Author Institution:Philips Healthcare China  Shengjing Hospital of China Medical University  

    Session Type:Oral  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Pancreas/GI  

    Program Number:0825  

    Presentation Time:14:09  

    Room Number:S05  

    Computer Number:

    Differentiation of Pulmonary From Non-Pulmonary Spine Metastases Using Conventional DCE Kinetic Analysis and Machine Learning

    Author:Ning Lang  Yang Zhang  Enlong Zhang  Jiahui Zhang  Daniel Chow  Peter Chang  Melissa Khy  Hon Yu  Huishu Yuan  Min-Ying Su  

    Author Institution:Peking University Third Hospital  University of California  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:17:15  

    Session:MSK: Bone, Tumours & Emerging Methods  

    Program Number:5168  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 88  

    Diffirentiation Between Pancreatic Ductal Adenocarcinoma and Neuroendocrine Tumors :Using Whole-tumor Histogram Analysis of  Non-Gaussian Distribution DWI Models

    Author:Jiali Li  Daoyu Hu  Zhen Li  

    Author Institution:Tongji Hospital, Huazhong University of Science and Technology  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:09:15  

    Session:Pancreas/GI  

    Program Number:4703  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 76