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Decreased fractional anisotropy in the diffusion tensor imaging of neonatal hypoxic ischemic encephalopathy with normal conventional MRI

Author:Qiang Zheng  Chenying Zhao  Minhui Ouyang  Arastoo Vossough  Giulio Zuccoli  Raymond Sze  Hao Huang  Misun Hwang  

Institution:Children’s Hospital of Philadelphia  University of Pennsylvania  Yantai University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Pediatric: Fetal & Developmental Brain  

Session Name:Pediatric Neuro: Congenital Heart Disease & the Brain  

Program Number:4612  

Room Live Q&A Session:

Decreases in functional connectivity of white matter in a resting state and during a working memory task in schizophrenia

Author:Yurui Gao  Muwei Li  Anna Huang  Adam Anderson  Zhaohua Ding  Stephan Heckers  Neil Woodward  John Gore  

Institution:Vanderbilt University  Vanderbilt University Medical Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:fMRI: Connectivity  

Session Name:Connectivity-Based Applications 1  

Program Number:3978  

Room Live Q&A Session:

A Dedicated 17O Rx Array to Assess Renal Metabolism of Donor Kidneys

Author:Ali Özen  Johannes Fischer  Hao Song  Yanis Taege  Christian Schuch  Rianne Schutter  Cyril Moers  Ronald Borra  Michael Bock  

Institution:Dept. of Radiology, Medical Physics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg  NUKEM Isotopes GmbH  University Medical Center Groningen  German Cancer Research Center (DKFZ)  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:RF coils  

Session Name:RF Coils 3  

Program Number:4061  

Room Live Q&A Session:

Dedicated motion-corrected reconstruction for T1-mapping Modified Look-Locker inversion recovery acquisitions

Author:Gaspar Delso  Anne Menini  José Ortiz-Pérez  Susanna Prat  Adelina Doltra  Rosario Perea  Teresa Caralt  Daniel Lorenzatti  Julián Vega  Marta Sitges  Martin Janich  

Institution:GE Healthcare  Hospital Clínic de Barcelona  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cardiovascular Techniques  

Session Name:Cardiovascular MRI Techniques & Applications 1  

Program Number:2192  

Room Live Q&A Session:

Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion Image

Author:Jinyoung Kim  Rémi Patriat  Jordan Kaplan  Noam Harel  

Institution:University of Minnesota  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Novel Acquisition, Reconstruction, and Analysis  

Session Name:Acquisition, Reconstruction & Analysis 1  

Program Number:3481  

Room Live Q&A Session:

Deep convolution neural network exploration for super resolution of abdominal 3D mDixon scans

Author:Johannes Peeters  Marcel Breeuwer  

Institution:Philips  Eindhoven University of Technology  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2601  

Room Live Q&A Session:

Deep convolution neural network-based DWI tractography connectome analysis to predict language improvement after pediatric epilepsy surgery

Author:Jeong-Won Jeong  Min-Hee Lee  Nolan O'Hara  Eishi Asano  Csaba Juhasz  

Institution:Wayne State University  Children's Hospital of Michigan  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Pediatric Neuro: Fetal to Adolescence  

Session Name:Pediatric Neuro: Epilepsy & Brain Injury  

Program Number:0236  

Room Live Q&A Session:Monday Parallel 3  

Deep Convolutional Neural Network model for sub-Anatomy specific Landmark detection on Brain MRI

Author:Sumit Sharma  Srinivasa Kundeti  

Institution:Philips Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Novel Acquisition, Reconstruction, and Analysis  

Session Name:Acquisition, Reconstruction & Analysis 2  

Program Number:3503  

Room Live Q&A Session:

Deep Dixon: Deep learning-based chemical-shift corrected water-fat separation with only simulated training data

Author:Frank Zijlstra  Peter Seevinck  

Institution:UMC Utrecht  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3586  

Room Live Q&A Session:

Deep Inversion Net: A Novel Neural Network Architecture for Rapid, and Accurate T2 Relaxometry Inversion

Author:Jeremy Kim  Thanh Nguyen  Pascal Spincemaille  Yi Wang  

Institution:Hunter College High School  Weill Cornell Medical College  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: General Applications  

Program Number:3580  

Room Live Q&A Session:

A deep learning approach for hemodynamic parameter estimation from multi-delay arterial spin-labelled MRI

Author:Nicholas Luciw  Zahra Shirzadi  Sandra Black  Maged Goubran  Bradley MacIntosh  

Institution:Sunnybrook Research Institute  University of Toronto  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1289  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning Artifact Removal for Real-Time Rodent Cardiac MRI

Author:Patrick Metze  Hao Li  Tobias Speidel  Ina Vernikouskaya  Volker Rasche  

Institution:Ulm University  University Ulm Medical Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cardiovascular Techniques  

Session Name:CMR: Machine Learning & AI  

Program Number:2238  

Room Live Q&A Session:

Deep Learning Assisted Full Knee 3D MRI-Based Lesion Severity Staging

Author:Bruno Astuto Arouche Nunes  Io Flament  Nikan Namiri  Rutwik Shah  Matthew Bucknor  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0242  

Room Live Q&A Session:Monday Parallel 4  

Deep learning Assisted Radiological reporT (DART)

Author:Keerthi Sravan Ravi  Sairam Geethanath  Girish Srinivasan  Rahul Sharma  Sachin Jambawalikar  Angela Lignelli-Dipple  John Thomas Vaughan Jr.  

Institution:Columbia University  Columbia University Irving Medical Center  MediYantri Inc.  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1308  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning based Accelerated MR Image Reconstruction via Transfer Learning

Author:Madiha Arshad  Mahmood Qureshi  Hammad Omer  

Institution:COMSATS University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Novel Acquisition, Reconstruction, and Analysis  

Session Name:Acquisition, Reconstruction & Analysis 1  

Program Number:3491  

Room Live Q&A Session:

Deep learning based automated white matter lesion detection for MS and NMOSD: a retrospective multicenter study

Author:Yajing Zhang  Weiwei Jiang  Zhizheng Zhuo  Yunyun Duan  Yaou Liu  

Institution:Beijing Tiantan Hospital, Capital Medical University  Philips Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Multiple Sclerosis and Myelin  

Session Name:Multiple Sclerosis/Neuromyelitis Optica & Cognitive Impairment in MS  

Program Number:1373  

Room Live Q&A Session:

Deep Learning Based Brain Tissue Segmentation from Novel Diffusion Kurtosis Imaging Features

Author:Fan Zhang  Anna Breger  Lipeng Ning  Carl-Fredrik Westin  Lauren O'Donnell  Ofer Pasternak  

Institution:Harvard Medical School  University of Vienna  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Diffusion Acquisition, Reconstruction and Signal Analysis  

Session Name:Diffusion Signal Analysis 1  

Program Number:4402  

Room Live Q&A Session:

Deep learning based fully automated screening pipeline for abnormal bone density using a short lumbar Dixon sequence

Author:Shenglan Chen  Yinxia Zhao  Xintao Zhang  Tianyun Zhao  Mario Serrano-Sosa  Xiaodong Zhang  Chuan Huang  

Institution:Stony Brook University  The Third Affiliated Hospital of Southern Medical University (Orthopaedic Hospital of Guangdong Province)  Stony Brook Medicine  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2668  

Room Live Q&A Session:

Deep learning based image reconstruction for improved multiparameter mapping and synthetic MRI

Author:Ken-Pin Hwang  Xinzeng Wang  Marc Lebel  Peter Johansson  Catharina Petersen  Marcel Warntjes  Ersin Bayram  Suchandriam Banerjee  Jingfei Ma  Jason Johnson  

Institution:GE Healthcare  SyntheticMR  The University of Texas M.D. Anderson Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1876  

Room Live Q&A Session:

Deep learning based image reconstruction for T2-weighted rectal cancer imaging

Author:Ken-Pin Hwang  Xinzeng Wang  Randy Ernst  Sarah Palmquist  Marc Lebel  Gaiane Rauch  George Chang  Craig Messick  Melissa Taggart  Ersin Bayram  Jingfei Ma  Harmeet Kaur  

Institution:GE Healthcare  The University of Texas M.D. Anderson Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2603  

Room Live Q&A Session:

Deep learning based Ischemic core prediction from perfusion-weighted imaging in acute ischemic stroke

Author:Yannan Yu  Yuan Xie  Thoralf Thamm  Enhao Gong  Jiahong Ouyang  Soren Christensen  Michael Marks  Maarten Lansberg  Gregory Albers  Greg Zaharchuk  

Institution:Stanford University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neurovascular  

Session Name:Neurovascular: Systemic Disease-Related Stroke & Others  

Program Number:1648  

Room Live Q&A Session:

Deep learning based multi-organ detection: a step closer to liver T1 map quality assurance

Author:Charles Hill  Ferenc Mozes  Liam Young  Luca Biasiolli  Matthew Robson  Vicente Grau  

Institution:Perspectum Diagnostics LTD.  University of Oxford  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2598  

Room Live Q&A Session:

Deep Learning based Semantic Segmentation of Scar Tissue in Late-Gadolinium Enhancement CMR – First Results

Author:Julius Heidenreich  Tobias Gassenmaier  Markus Ankenbrand  David Lohr  Thorsten Bley  Tobias Wech  

Institution:University Hospital Würzburg  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cardiovascular Techniques  

Session Name:CMR: Machine Learning & AI  

Program Number:2234  

Room Live Q&A Session:

Deep learning based T1-enhanced selection of linear attenuation coefficients for PET/MR attenuation correction: accuracy and repeatability

Author:Chunwei Ying  Yasheng Chen  Michael Binkley  Meher Juttukonda  Shaney Flores  Tammie Benzinger  Hongyu An  

Institution:Massachusetts General Hospital  Washington University School of Medicine  Harvard Medical School  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:MRS: New Developments, Applicatons, & Fighting the Noise  

Session Name:MRS: Deep Learning & Denoising  

Program Number:0394  

Room Live Q&A Session:Monday Parallel 5  

Deep Learning Detection of Penumbral Tissue on Arterial Spin Labeling in Stroke

Author:Kai Wang  Qinyang Shou  Samantha Ma  David Liebeskin  Xin Qiao  Jeffrey Saver  Noriko Salamon  Songlin Yu  Hosung Kim  Yannan Yu  Yuan Xie  Greg Zaharchuk  Fabien Scalzo  Danny Wang  

Institution:Beijing Tiantan Hospital, Capital Medical University  Stanford University  University of California, Los Angeles  University of Southern California  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1288  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning Enables Accurate Quantitative Volumetric Brain MRI with 2x Faster Scan Times

Author:Long Wang  Suzie Bash  Sara Dupont  Sebastian Magda  Chris Airriess  Enhao Gong  Greg Zaharchuk  Ajit Shankaranarayanan  Tao Zhang  

Institution:CorTechs Labs Inc  RadNet  Stanford University  Subtle Medical Inc  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1877  

Room Live Q&A Session:

Deep learning fat-suppressed images for musculoskeletal diseases

Author:Shimpei Kato  Akihiko Wada  Yuya Saito  Christina Andica  Shohei Fujita  Kotaro Fujimoto  Yutaka Ikenouchi  Akifumi Hagiwara  Junko Kikuta  Kanako Sato  Michimasa Suzuki  Toshiaki Akashi  Maki Amano  Koji Kamagata  Kanako Kumamaru  Ma Hori  

Institution:Juntendo University  Juntendo University Nerima Hospital  The University of Tokyo  Tokyo Metropolitan University  Toho University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2654  

Room Live Q&A Session:

Deep Learning for Classifying Patients with Obstructive Sleep Apnea from Healthy Controls using High-resolution T1-weighted Images

Author:Bo Pang  Bhaswati Roy  Milena Lai  Luke Ehlert  Ravi Aysola  Daniel Kang  Ariana Anderson  Rajesh Kumar  

Institution:University of California at Los Angeles  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1902  

Room Live Q&A Session:

Deep Learning for Determination of Myometrial Invasion Depth and Automatic Lesion Identification Based on Endometrial Cancer MR Imaging

Author:Yida Wang  Yinqiao Yi  Minhua Shen  He Zhang  Xu Yan  Guang Yang  

Institution:East China Normal University  Obstetrics and Gynecology Hospital, Fudan University  Siemens Healthcare  

Session Type:Oral  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Machine Learning, Imaging Optimization, and Cancer  

Session Name:Machine Learning in Body MRI  

Program Number:0810  

Room Live Q&A Session:Wednesday Parallel 3  

Deep learning for improved workflow in MRgFUS treatment planning

Author:Pan Su  Sijia Guo  Florian Maier  Steven Roys  Himanshu Bhat  Elias Melhem  Dheeraj Gandhi  Rao Gullapalli  Jiachen Zhuo  

Institution:Siemens Healthcare GmbH  Siemens Medical Solutions USA Inc  University of Maryland School of Medicine  University of Maryland Medical Center  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Interventional  

Session Name:Technology for MRI-Guided Therapy  

Program Number:0107  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning for Liver Segmentation and Quantification of Obese Patients

Author:Philipp Madörin  Xeni Deligianni  Francesco Santini  Simon Andermatt  Philippe Cattin  Anne Meyer-Gerspach  Bettina Wölnerhanssen  Oliver Bieri  Orso Pusterla  

Institution:St. Clara Hospital  University Hospital Basel  University of Basel  University and ETH Zurich  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2593  

Room Live Q&A Session:

Deep Learning for Radial Myocardial Perfusion Reconstruction using 3D residual booster U-Nets

Author:Johnathan Le  Ye Tian  Jason Mendes  Mark Ibrahim  Brent Wilson  Edward DiBella  Ganesh Adluru  

Institution:University of Utah  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Myocardial Tissue Characterization and Perfusion  

Session Name:CMR Perfusion Imaging  

Program Number:2095  

Room Live Q&A Session:

Deep Learning for Robust Accelerated Dynamic MRI Reconstruction for Active Acquisition Pipelines

Author:Gavin Seegoolam  Anthony Price  Joseph Hajnal  Daniel Rueckert  

Institution:Imperial College London  Kings College London  

Session Type:Oral  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning Reconstruction of Dynamic Acquisitions  

Program Number:1003  

Room Live Q&A Session:Wednesday Parallel 5  

Deep learning for the detection and differentiation of vertebral fracture

Author:Yang Zhang  Lee-Ren Yeh  Jeon-Hor Chen  Ning Lang  Xiaoying Xing  Yongye Chen  Qizheng Wang  Peter Chang  Daniel Chow  Huishu Yuan  Min-Ying Su  

Institution:E-Da Hospital and I-Shou University  Peking University Third Hospital  University of California  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0247  

Room Live Q&A Session:Monday Parallel 4  

Deep learning for undersampled spiral DENSE reconstruction

Author:Samuel Fielden  Eric Carruth  Christopher Nevius  Christopher Haggerty  Brandon Fornwalt  

Institution:Geisinger  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 4  

Program Number:3632  

Room Live Q&A Session:

Deep Learning Global Schedule Optimization for Chemical Exchange Saturation Transfer MR Fingerprinting (CEST-MRF)

Author:Or Perlman  Christian Farrar  Ouri Cohen  

Institution:Athinoula A. Martinos Center for Biomedical Imaging  Memorial Sloan Kettering Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: General Applications  

Program Number:3576  

Room Live Q&A Session:

Deep Learning Magnetic Resonance Fingerprinting for in vivo Brain and Abdominal MRI

Author:Peng Cao  Di Cui  Vince Vardhanabhuti  Edward Hui  

Institution:The University of Hong Kong  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: General Applications  

Program Number:3572  

Room Live Q&A Session:

A Deep Learning Method for Sensitivity Enhancement in Deuterium Metabolic Imaging (DMI)

Author:Siyuan Dong  Henk M. De Feyter  Monique A. Thomas  Robin A. de Graaf  James S. Duncan  

Institution:Yale University  Yale University, School of Medicine  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:MRS: New Developments, Applicatons, & Fighting the Noise  

Session Name:MRS: Deep Learning & Denoising  

Program Number:0391  

Room Live Q&A Session:Monday Parallel 5  

A deep learning model to predict near pathological complete response for rectal cancer by the diffusion MRI data before chemoradiotherapy

Author:Hai-Tao Zhu  Xiao-Yan Zhang  Yan-Jie Shi  Xiao-Ting Li  Ying-Shi Sun  

Institution:Peking University Cancer Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cancer Imaging: Diffusion, Perfusion, MRS & Machine Learning  

Session Name:Cancer Imaging: Machine Learning & Radiomics  

Program Number:4819  

Room Live Q&A Session:

Deep Learning MR Relaxometry with Joint Spatial-Temporal Under-sampling

Author:Hongyu Li  Mingrui Yang  Jeehun Kim  Ruiying Liu  Chaoyi Zhang  Peizhou Huang  Sunil Gaire  Dong Liang  Xiaojuan Li  Leslie Ying  

Institution:Cleveland Clinic  Medical AI research center, SIAT, CAS  The State University of New York at Buffalo  

Session Type:Combined Educational & Scientific Session  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in MSK  

Program Number:0253  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning MRI Reconstruction in Application to Point-of-Care MRI

Author:Jo Schlemper  Seyed Sadegh Mohseni Salehi  Carole Lazarus  Hadrien Dyvorne  Rafael O'Halloran  Nicholas de Zwart  Laura Sacolick  Samantha By  Joel Stein  Daniel Rueckert  Michal Sofka  Prantik Kundu  

Institution:Hospitals of the University of Pennsylvania  Hyperfine Research Inc.  Imperial College London  Icahn School of Medicine at Mount Sinai  

Session Type:Oral  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:0991  

Room Live Q&A Session:Wednesday Parallel 5  

Deep learning of electrical stimulation mapping-driven DWI tractography to improve preoperative evaluation of pediatric epilepsy surgery

Author:Min-Hee Lee  Nolan O'Hara  Csaba Juhasz  Eishi Asano  Jeong-Won Jeong  

Institution:Wayne State University School of Medicine  Children's Hospital of Michigan  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Pediatric: Fetal & Developmental Brain  

Session Name:Pediatric Neuro: Development  

Program Number:4587  

Room Live Q&A Session:

Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images

Author:Aniket Tolpadi  Jinhee Lee  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  University of California Berkeley  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0241  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning Reconstruction improves CEST MRI

Author:Shu Zhang  Xinzeng Wang  F. Schuler  R. Marc Lebel  Mitsuharu Miyoshi  Ersin Bayram  Elena Vinogradov  Jason Johnson  Jingfei Ma  Mark Pagel  

Institution:GE Healthcare  GE Healthcare Japan  The University of Texas MD Anderson Cancer Center  University of Texas Southwestern Medical Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:CEST, Magnetization Transfer and Relaxometry  

Session Name:CEST: Methods & Applications  

Program Number:3100  

Room Live Q&A Session:

Deep Learning Reconstruction Method for Improved Visualization of Hippocampal Anatomical Structures

Author:Patrick Quarterman  Angela Lignelli  Marc Lebel  Sachin Jambawalikar  

Institution:Columbia University  GE Healthcare  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Neurodegeneration 2  

Session Name:Epilepsy  

Program Number:0930  

Room Live Q&A Session:Wednesday Parallel 2  

Deep Learning Segmentation of Lenticulostriate Arteries on 3D Black Blood MRI

Author:Samantha Ma  Mona Sharifi Sarabi  Kai Wang  Soroush Heidari Pahlavian  Wenli Tan  Madison Lodge  Lirong Yan  Yonggang Shi  Danny Wang  

Institution:University of Southern California  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1305  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning synthesis of PET-like CBF maps from arterial spin labeling MRI: Rapid Clinical Deployment & Evaluation

Author:David Shin  David Chen  Audrey Fan  Moss Zhao  Jia Guo  Suchandrima Banerjee  Greg Zaharchuk  

Institution:GE Healthcare  Stanford University  University of California  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1895  

Room Live Q&A Session:

Deep Learning to Discriminate Nasopharyngeal Carcinoma and Benign Hyperplasia on MRI

Author:Lun M. Wong  Ann D. King  Qiyong Ai  

Institution:The Chinese University of Hong Kong  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cancer Imaging: Diffusion, Perfusion, MRS & Machine Learning  

Session Name:Cancer Imaging: Machine Learning & Radiomics  

Program Number:4826  

Room Live Q&A Session:

Deep Learning to Produce Realistic MR Images through Fréchet Inception Distance Monitoring

Author:Sunghun Seo  Seung Hong Choi  Sung-Hong Park  

Institution:Korea Advanced Institute of Science and Technology  Seoul National University College of Medicine  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 2  

Program Number:3609  

Room Live Q&A Session:

Deep Learning Multi-class Segmentation Algorithm is more Resilient to the Variations of MR Image Acquisition Parameters

Author:Yi-Tien Li  Yi-Wen Chen  David Chen  Chi-Jen Chen  

Institution:Taipei Medical University - Shuang Ho Hospital  Department of Radiology, Stanford University  Institute of Biomedical Engineering, National Taiwan University  School of Medicine, College of Medicine, Taipei Medical University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1300  

Room Live Q&A Session:Thursday Parallel 2