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Generalization and Analysis of a Deep Convolutional Neural Networks (DCNN)-Based Cerebral Microbleed Detection Algorithm

Author:Yicheng Chen  Melanie Morrison  Sivakami Avadiappan  Angela Jakary  Helen Kim  Janine Lupo  

Institution:The UC Berkeley - UCSF Graduate Program in Bioengineering  University of California, San Francisco  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Pitch: Machine Learning Unleashed 2  

Program Number:0671  

Presentation Time:08:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Generalization and Analysis of a Deep Convolutional Neural Networks (DCNN)-Based Cerebral Microbleed Detection Algorithm

Generated data can boost the recognition performance for Intervertebral disc herniation

Author:Fei Gao  Shui Liu  Xiaodong Zhang  Jue Zhang  Xiaoying Wang  

Institution:Peking University  Peking University  Peking University First Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4873  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 155  

Generation of globally consistent non-confidential MRI data using deep generative adversarial networks

Author:Karim Armanious  Mario Döbler  Bin Yang  Sergios Gatidis  

Institution:University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0466  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Generation of globally consistent non-confidential MRI data using deep generative adversarial networks

Author:Karim Armanious  Mario Döbler  Bin Yang  Sergios Gatidis  

Institution:University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0466  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 17  

Generative Adversarial Networks based Compressed Sensing for Multi-contrast Intracranial Vessel Wall Imaging Acceleration

Author:Niranjan Balu  Long Wang  Tao Zhang  Zechen Zhou  Enhao Gong  Kristi Pimentel  Mahmud Mossa-Basha  Thomas Hatsukami  Chun Yuan  

Institution:Philips Research North America  Subtle Medical Inc.  University of Washington  Tsinghua University  Tsinghua University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Atherosclerosis & MR Angiography  

Program Number:2077  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 127  

Genomically and Radiographically Adjusted Dose (GRAD) Framework for Biologically Adaptive MR-guided Radiotherapy

Author:Zachary Boyd  William Hall  Douglas Prah  Eric Paulson  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Therapy Response Assessment  

Program Number:2345  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 47  

Getting more from less: a morphological model of diffusion in the prostate for improving the predictive power of DWI in identifying tumors.

Author:David Willis  Donnie Cameron  Paul Malcolm  Glyn Johnson  

Institution:Norfolk and Norwich University Hospital  University of East Anglia  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Perfusion, Diffusion & Relaxometry  

Program Number:2361  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 63  

g-factor attention model for deep neural network powered parallel imaging: gANN

Author:Jaeyeon Yoon  Doohee Lee  Jingyu Ko  Jingu Lee  Yoonho Nam  Jongho Lee  

Institution:Seoul National University  Seoul St. Mary’s Hospital  AIRS medical  The Catholic University of Korea  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4716  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 173  

GLINT: GlucoCEST in neoplastic tumors at 3 T – preliminary application in glioma patients using optimized preparation, imaging, and post-processing

Author:Kai Herz  Tobias Lindig  Anagha Deshmane  Benjamin Bender  Xavier Golay  Ulrike Ernemann  Klaus Scheffler  Moritz Zaiss  

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

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Brain Tumor: CEST, MRS, & Diffusion MRI  

Program Number:0857  

Presentation Time:14:42   

Room Number:Room 512A-H  

Computer Number:

Global and Focal Effects of Radiation Therapy on the Cerebral Vasculature in Pediatric Brain Tumor Survivors using simultaneous MRA-SWI at 7T

Author:Sivakami Avadiappan  Melanie Morrison  Angela Jakary  Erin Felton  Schuyler Stoller  Christopher Hess  Sabine Mueller  Janine Lupo  

Institution:University of California, San Francisco  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Neuroimaging: Flying High at 7T & Beyond  

Program Number:2803  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 157  

Global and regional white matter development in early childhood

Author:Jess Reynolds  Melody Grohs  Deborah Dewey  Catherine Lebel  

Institution:University of Calgary  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pediatric Neuroradiology: Little Brains  

Program Number:3037  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 45  

Global Information Matters in Quantitative Susceptibility Mapping Using 3D Fully Convolutional Neural Networks

Author:Yicheng Chen  Angela Jakary  Christopher Hess  Janine Lupo  

Institution:The UC Berkeley - UCSF Graduate Program in Bioengineering  University of California, San Francisco  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:QSM  

Program Number:4919  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 26  

Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation with MR images

Author:Santi Puch  Irina Sánchez  Aura Hernández  Gemma Piella  Paulo Rodrigues  Vesna Prckovska  

Institution:QMENTA Inc.  Universitat Autònoma de Barcelona  Universitat Pompeu Fabra  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Pitch: Brain Tumor  

Program Number:0894  

Presentation Time:15:45   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation with MR images

Author:Santi Puch  Irina Sánchez  Aura Hernández  Gemma Piella  Paulo Rodrigues  Vesna Prckovska  

Institution:QMENTA Inc.  Universitat Autònoma de Barcelona  Universitat Pompeu Fabra  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Poster: Brain Tumor  

Program Number:0894  

Presentation Time:16:45   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 4  

Global signal measures are significantly related to functional connectivity variations across scans both before and after global signal regression

Author:Alican Nalci  Wenjing Luo  Thomas Liu  

Institution:University of california, San Diego  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3866  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Global Signal Regression in Resting-state fMRI Pre-processing Improves Classification Accuracy

Author:Kaibin Xu  Yong Yang  Yong Liu  Bing Liu  Ming Song  Jun Chen  Yunchun Chen  Hua Guo  Peng Li  Lin Lu  Luxian Lv  Ping Wan  Huaning Wang  Huiling Wang  Hao Yan  Jun Yan  Yongfeng Yang  Hongxing Zhang  Dai Zhang  Tianzi Jiang  

Institution:Brainnetome Center, Institute of Automation, Chinese Academy of Sciences  Department of Psychiatry, Henan Mental Hospital, The Second Affiliated Hospital of Xinxiang Medical University  Department of Psychiatry, Xijing Hospital, The Fourth Military Medical University  Department of Radiology, Renmin Hospital of Wuhan University  Peking University Sixth Hospital / Institute of Mental Health  Zhumadian Psychiatric Hospital  Department of Psychology, Xinxiang Medical University  Henan Key Lab of Biological Psychiatry, Xinxiang Medical University  Key Laboratory of Mental Health, Ministry of Health (Peking University)  National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences  Center for Life Sciences / PKU-IDG / McGovern Institute for Brain Research, Peking University  Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China  University of Chinese Academy of Sciences  Queensland Brain Institute, University of Queensland  CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Automation  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Acquisition & Artefacts  

Program Number:3952  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 98  

Glomerular fibrosis in rat kidneys assessed with a clinical 3T MR scanner

Author:Jeff L Zhang  Christopher C Conlin  Xiaowan Li  Bin Wang  Yufeng Huang  Vivian S Lee  

Institution:University of Utah  Verily Life Sciences  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Kidney: Clinical & Preclinical  

Program Number:1911  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 136  

Glomerular filtration rate estimation by motion-robust high spatiotemporal resolution DCE-MRI with radial VIBE and comparison with plasma clearance of 99mTc-DTPA

Author:Sila Kurugol  Onur Afacan  Alto Stemmer  Richard Lee  Jeanne Chow  Simon Warfield  

Institution:Boston Children's Hospital and Harvard Medical School  Siemens Healthcare  Siemens Healthcare  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Perfusion & Permeability  

Program Number:0846  

Presentation Time:14:30   

Room Number:Room 511BCEF  

Computer Number:

GlucoCEST MRI detects metabolic degradation in the mouse brain after rapid microwave fixation

Author:Chao-Hsiung Hsu  Stephen Lin  Tirone Johnson  Ke-Yi Wu  Liang-Ron Chen  Paul Wang  Joseph Scafidi  Tsang-Wei Tu  

Institution:Children's National Medical Center  Fu Jen Catholic University  Howard University  Yuan Ze University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:CEST, MT & Beyond  

Program Number:3986  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 132  

Glutamate Weighted Imaging (GluCEST) as a Biomarker of Cognitive Function: Preliminary Findings from GluCEST MRI in Older Adults

Author:Abigail Cember  Ravi Prakash Reddy Nanga  Sandhitsu Das  Neil Wilson  Deepa Thakuri  David Wolk  John Detre  Ravinder Reddy  

Institution:University of Pennsylvania  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Alzheimer's & Related Dementia  

Program Number:3173  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Glutamine Mediated Citrate Elevation- A ‘Metabolic-Rearrangement’ for Proliferation in High Grade Tumors: In vivo MRS Studies at 3T

Author:Vivek Tiwari  Zhongxu An  Sandeep Ganji  Elena Daoud  Kimmo Hatanpaa  Michael Levy  Toral Patel  Elizabeth Maher  Edward Pan  Bruce Mickey  Changho Choi  

Institution:Philips Healthcare  Philips Healthcare  UT Southwestern Medical Center  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Brain Tumor: CEST, MRS, & Diffusion MRI  

Program Number:0853  

Presentation Time:13:54   

Room Number:Room 512A-H  

Computer Number:

Glutamine Metabolism Dysregulated in PDAC induced Cachexia

Author:Santosh Kumar Bharti  Paul Winnard  Raj Kumar Sharma  Yelena Mironchik  Michael Goggins  Zaver Bhujwalla  

Institution:The Johns Hopkins University School of Medicine  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pitch: New Developments in Cancer Imaging & Spectroscopy  

Program Number:0581  

Presentation Time:15:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Glutamine Metabolism Dysregulated in PDAC induced Cachexia

Author:Santosh Kumar Bharti  Paul Winnard  Raj Kumar Sharma  Yelena Mironchik  Michael Goggins  Zaver Bhujwalla  

Institution:The Johns Hopkins University School of Medicine  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: New Developments in Cancer Imaging and Spectroscopy  

Program Number:0581  

Presentation Time:16:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 22  

Glycogen detection in human brain via natural abundance 13C MRS at 7T

Author:Sergey Cheshkov  Ivan Dimitrov  Brandy Verhalen  A. Dean Sherry  Berge Minassian  Craig Malloy  

Institution:University of Texas at Dallas  UT Southwestern Medical Center  Philips Healthcare  Philips Healthcare  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Other Nuclei MR: Looking at Other Resonances  

Program Number:0491  

Presentation Time:13:30   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Glycogen detection in human brain via natural abundance 13C MRS at 7T

Golden angle radial undersampling to accelerate synthetic CT generation with generative adversarial networks for prostate MR-guided Radiotherapy

Author:Matteo Maspero  Tom Bruijnen  Mark Savenije  Linda Kerkmeijer  Peter Seevinck  Cornelis van den Berg  

Institution:UMC Utrecht  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Therapy Response Assessment  

Program Number:2324  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 26  

Golden-Angle Rotating Single-Shot Acquisition (GA-RoSA) for Simultaneous High-Resolution DTI and IVIM

Author:Qiuting Wen  Feng Li  Kun Zhou  Christianne Leidecker  Yu-Chien Wu  

Institution:Indiana University, School of Medicine  Memorial Sloan-Kettering Cancer Center  Siemens Medical Solutions, Inc.,  Siemens Shenzhen Magnetic Resonance Ltd.  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Diffusion MRI: Data Acquisition  

Program Number:3530  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 22  

GPU Based Parallel Framework for the Estimation of Receiver Coil Sensitivities in SENSE Reconstruction

Author:Afaq Ashfaq  Muhammad Khalil  Hassan Shahzad  Sohaib Ayyaz  Hammad Omer  

Institution:Comsats University Islamabad  National Centre for Physics  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Image Reconstruction  

Program Number:2433  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 135  

Gradient Coil Design Considerations, Manufacturing & Limitations

Author:Blaine Chronik  

Institution:

Session Type:Weekend Course  

Session Date:Saturday, 11 May 2019  

Session Time:08:00  

Session Name:MRI Systems Engineering  

Program Number:

Presentation Time:10:00   

Room Number:Room 516AB  

Computer Number:

    Gradient dB/dt Heating Measurements of Copper, Steel, and Titanium Annuli: Assessment of Measurement Repeatability, and Identification of a Potential Reference Standard

    Author:Joel Crane  Christine Wawrzyn  William Handler  Blaine Chronik  

    Institution:University of Western Ontario  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:15:45  

    Session Name:RF & Gradient Safety Methods  

    Program Number:4200  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 175  

    Gradient echo modelling with macroscopic field variations and large flip angles

    Author:Martin Soellradl  Stefan Ropele  Christian Langkammer  

    Institution:Medical University of Graz  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:Imaging Myelin+  

    Program Number:4905  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 12  

    Gradient nonlinearity-induced bias calibration and correction in diffusion imaging using DIADEM and a simple, uniform gel phantom

    Author:Myung-Ho In  Uten Yarach  Daehun Kang  Ek Tsoon Tan  Erin Gray  Nolan Meyer  Joshua Trzasko  Yunhong Shu  John Huston  Matt Bernstein  

    Institution:Department of Radiology, Mayo Clinic  GE Global Research  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:08:15  

    Session Name:Diffusion MRI: Artefact Correction  

    Program Number:3400  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 62  

    Gradient profiles of myelin and microstructure metrics across the developing brain

    Gradient-entropy based radiomic features to predict molecular sub-types of pediatric Medulloblastoma on Gadolinium-enhanced T1w MRI

    Author:Sukanya Iyer  Marwa Ismail  Benita Tamrazi  Ashley Margol  Ramon correa  Prateek Prasanna  Niha Beig  Ruchika Verma  Volodymyr Statsevyc  Anant Madabhushi  Pallavi Tiwari  

    Institution:Case Western Reserve University  Children's Hospital Los Angels  Cleveland Clinic Foundation  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:08:15  

    Session Name:Cancer Detection & Monitoring  

    Program Number:2388  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 90  

    Graph theoretic analysis of language sub-networks in Arabic-English bilingual patients undergoing fMRI for pre-surgical planning

    Author:Shruti Agarwal  Mona Mohamed  Hanzhang Lu  Jay Pillai  

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

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:13:30  

    Session Name:fMRI: Applications  

    Program Number:3800  

    Presentation Time:13:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 121  

    Graph-based Structural Connectivity is correlated with Children Intelligence Quotient Scores

    Gray matter network changes with aging and duration in a large group of never-treated patients with schizophrenia.

    Author:Beisheng Yang  Wenjing Zhang  Bo Tao  Wenbing Li  Su Lui  

    Institution:West China Hospital, Sichuan University.  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:13:30  

    Session Name:Psychoradiology: Schizophrenia, Psychosis, OCD & More  

    Program Number:2754  

    Presentation Time:13:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 106  

    Gray matter pathology changes in multiple sclerosis: a comparison of diffusion kurtosis and volumetrics.

    Author:Lily Cao  Benjamin Ades-Aron  Katarina Yaros  Nicolas Gillingham  Dmitry Novikov  Yvonne Lui  Ilya Kister  Timothy Shepherd  Els Fieremans  

    Institution:NYU School of Medicine  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:15:45  

    Session Name:Multiple Sclerosis: Connections & Disruptions  

    Program Number:3142  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 153  

    Gray Matter Structural Covariance Networks Changes along the Alzheimer's Disease Continuum

    Author:Kaicheng Li  Xiao Luo  Qingze Zeng  Peiyu Huang  Yong Zhang  Min-Ming Zhang  

    Institution:GE Healthcare Shanghai  The 2nd Affiliated Hospital of Zhejiang University, School of Medicine  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:15:45  

    Session Name:Alzheimer's Disease: From Mice to People  

    Program Number:3060  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 69  

    Grey matter atrophy measured with MRI correlates with reduced neuronal density in the experimental autoimmune encephalomyelitis model of multiple sclerosis

    Author:A. Max Hamilton  Nils D. Forkert  Ying Wu  James A. Rogers  V. Wee Yong  Jeff F. Dunn  

    Institution:University of Calgary  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:15:45  

    Session Name:Multiple Sclerosis: Connections & Disruptions  

    Program Number:3143  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 154  

    Grey matter changes in adolescents participating in a meditation training

    Author:Justin Yuan  Colm Connolly  Eva Henje Blom  Leo Sugrue  Tony Yang  Duan Xu  Olga Tymofiyeva  

    Institution:Florida State University College of Medicine  Umeå University  University of California, San Francisco  

    Session Type:Power Pitch  

    Session Date:Monday, 13 May 2019  

    Session Time:08:15  

    Session Name:Pitch: Pediatric - Ain't Misbehaving on Purpose  

    Program Number:0038  

    Presentation Time:08:15   

    Room Number:Power Pitch Theater C - Exhibition Hall  

    Computer Number:

    Grey matter changes in adolescents participating in a meditation training

    Groupwise Non Rigid Registration For Temporal Myocardial Arterial Spin Labeling Images

    Gyri and sulci microstructural differences in the sheep brain during cortical folding assessed by diffusion MRI.

    Author:Yohan van de Looij  Sebastian Quezada  David Walker  Nadia Hale  Mary Tolcos  Petra Hüppi  Stéphane Sizonenko  

    Institution:Monash University  RMIT University  Université de Genève  Ecole Polytechnique Fédérale de Lausanne  

    Session Type:Power Pitch  

    Session Date:Tuesday, 14 May 2019  

    Session Time:08:15  

    Session Name:Pitch: Diffusion: Applications  

    Program Number:0349  

    Presentation Time:08:15   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number: