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Convolutional neural network uses pre-chemotherapy breast MRI data to predict which tumors will exhibit a pathologic complete response post-chemotherapy

Author:Sarah Eskreis-Winkler  Harini Veeraraghavan  Natsuko Onishi  Shreena Shah  Meredith Sadinski  Danny Martinez  Yi Wang  Elizabeth Morris  Elizabeth Sutton  

Institution:Memorial Sloan Kettering Cancer Center  Weill Cornell Medicine  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Breast  

Program Number:0286  

Presentation Time:17:48   

Room Number:Room 513D-F  

Computer Number:

Convolutional neural network-based image reconstruction and image classification: atomization or amalgamation?

Author:Sarah Eskreis-Winkler  Zhe Liu  Jinwei Zhang  Pascal Spincemaille  Thanh Nguyen  Ilhami Kovanlikaya  Yi Wang  

Institution:Cornell University  Weill Cornell Medicine  Memorial Sloan Kettering Cancer Center  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

Program Number:1097  

Presentation Time:09:39   

Room Number:Room 520A-F  

Computer Number:

Co-registration of Breast Diffusion MR Images Across Multiple Time Points in a Longitudinal Study to Evaluate the Response to Neoadjuvant Chemotherapy

Correction of physiological field fluctuations in high- and low-resolution 3D-EPI acquisitions at 7 Tesla

Author:Jolanda Schwarz  Rüdiger Stirnberg  Philipp Ehses  Tony Stöcker  

Institution:German Center for Neurodegenerative Diseases (DZNE)  University of Bonn  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:MRI: Overcoming Our Imperfections  

Program Number:0446  

Presentation Time:09:27   

Room Number:Room 710B  

Computer Number:

Cortical thickness is a sensitive biomarker for characterizing the gray matter abnormities in neonates with mild white matter injury

Author:Miaomiao Wang  Jing Xia  Jian Chen  Xianjun Li  Congcong Liu  Li Wang  Xiaocheng Wei  Gang Li  Dinggang Shen  Jian Yang  

Institution:MR Research China, GE Healthcare  The First Affiliated Hospital of Xi’an Jiaotong University  University of North Carolina at Chapel Hill  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pediatrics: Fetal & Neonatal  

Program Number:0635  

Presentation Time:17:09   

Room Number:Room 512A-H  

Computer Number:

CryptoCEST, a promising tool for differential diagnosis and treatment monitoring of fungal brain lesions

Author:Liesbeth Vanherp  Kristof Govaerts  Matteo Riva  Katrien Lagrou  Greetje Vande Velde  Willy Gsell  Uwe Himmelreich  

Institution:KU Leuven  Erasme Hospital  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Novel CEST & MT Preclinical Investigations  

Program Number:0545  

Presentation Time:14:30   

Room Number:Room 520A-F  

Computer Number:

DANTE Prepared EPI for Fast Whole Brain VASO Detection at 3T

Author:Linqing Li  Laurentius Huber  Yuhui Chai  Sean Marrett  Peter Bandettini  

Institution:National Institutes of Health  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:fMRI Acquisition Methods  

Program Number:1174  

Presentation Time:15:33   

Room Number:Room 520A-F  

Computer Number:

DAS-Net: A Generative Adversarial Net to Suppress Artifact-Generating Echoes in DENSE MRI

Author:Mohammad Abdishektaei  Xue Feng  Craig Meyer  Frederick Epstein  

Institution:University of Virginia  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Myocardial Function & Deformation  

Program Number:1089  

Presentation Time:10:03   

Room Number:Room 518A-C  

Computer Number:

dAUTOMAP: Decomposing AUTOMAP to Achieve Scalability and Enhance Performance

Author:Jo Schlemper  Ilkay Oksuz  James Clough  Jinming Duan  Andrew King  Julia Schnabel  Joseph Hajnal  Daniel Rueckert  

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

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Machine Learning for Image Reconstruction  

Program Number:0658  

Presentation Time:15:57   

Room Number:Room 710B  

Computer Number:

DCE MRI-Based Computational Modeling of Interstitial Fluid Pressure and Velocity in Head and Neck Cancer: Initial Analysis

Author:Eve LoCastro  Yonggang Lu  Ramesh Paudyal  Yousef Mazaheri  Vaios Hatzoglou  Amaresha Shridhar  Alan Ho  Nancy Lee  Joseph Deasy  Amita Shukla-Dave  

Institution:Medical College of Wisconsin  Memorial Sloan Kettering Cancer Center  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Cutting-Edge Advances in Cancer Imaging  

Program Number:0193  

Presentation Time:13:57   

Room Number:Room 520A-F  

Computer Number:

Deep Learning based MR Electrical Properties Tomography

Author:Stefano Mandija  Ettore Meliadò  Niek Huttinga  Peter Luijten  Cornelis van den Berg  

Institution:University Medical Center Utrecht  Utrecht University  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:QSM & ETM  

Program Number:0326  

Presentation Time:17:48   

Room Number:Room 710B  

Computer Number:

Deep Learning Based Needle Localization on Real-Time MR Images of Patients Acquired During MR-guided Percutaneous Interventions

Author:Jonathan Weine  Elodie Breton  Julien Garnon  Afshin Gangi  Florian Maier  

Institution:ICube UMR7357, University of Strasbourg, CNRS, FMTS  Imagerie Interventionnelle, Hôpitaux Universitaires de Strasbourg  Siemens Healthcare  Siemens Healthcare  TU Dortmund  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:MR-Guided Intervention  

Program Number:0973  

Presentation Time:17:09   

Room Number:Room 513D-F  

Computer Number:

Deep Learning for solving ill-posed problems in Quantitative Susceptibility Mapping – What can possibly go wrong?

Author:Pia Høy  Kristine Sørensen  Lasse Østergaard  Kieran O'Brien  Markus Barth  Steffen Bollmann  

Institution:Aalborg University  The University of Queensland  Siemens  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:QSM & ETM  

Program Number:0321  

Presentation Time:16:48   

Room Number:Room 710B  

Computer Number:

Deep Learning with Attention to Predict Gestational Age of the Fetal Brain Using MRI

Author:Liyue Shen  Katie Shpanskaya  Edward Lee  Emily McKenna  Maryam Maleki  Quin Lu  John Pauly  Kristen Yeom  

Institution:Philips Healthcare North America  Stanford University  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

Program Number:1099  

Presentation Time:10:03   

Room Number:Room 520A-F  

Computer Number:

Deep learning-based uncertainty estimation: application in PET/MRI joint estimation of attenuation and activity for patients with metal implants

Deep reinforcement learning designed RF pulse

Author:Dongmyung Shin  Sooyeon Ji  Doohee Lee  Se-Hong Oh  Jongho Lee  

Institution:Hankuk University of Foreign Studies  Seoul National University  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:New Pulses & Encoding Schemes  

Program Number:0757  

Presentation Time:08:27   

Room Number:Room 710A  

Computer Number:

Deep residual learning of radial under sampling artefacts for real-time MR image guidance during radiotherapy

Author:Bjorn Stemkens  Cheryl Sital  Max Blokker  Tom Bruijnen  Jan Lagendijk  Rob Tijssen  Cornelis van den Berg  

Institution:University Medical Center Utrecht  MR Code B.V.  University of Technology Eindhoven  VU Amsterdam  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Cutting-Edge Advances in Cancer Imaging  

Program Number:0194  

Presentation Time:14:09   

Room Number:Room 520A-F  

Computer Number:

De-noising high-resolution fMRI data using cortical depth-dependent analysis

Density-Weighted Concentric Ring Trajectory using simultaneous multi-slice (SMS) acceleration: 3D Metabolite-cycled Magnetic Resonance Spectroscopy Imaging at 3 T

Author:Pingyu Xia  Xin Shen  Xiaopeng Zhou  Mark Chiew  Albert Thomas  Ulrike Dydak  Uzay Emir  

Institution:Purdue University  University of California, Los Angeles  University of Oxford  Indiana University School of Medicine  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:MRSI Acquisition & Reconstruction  

Program Number:0955  

Presentation Time:17:33   

Room Number:Room 511BCEF  

Computer Number:

Dephasing Optimization Through Coherence Order Pathway Selection (DOTCOPS): Validation and Inclusion of Phase Cycling

Author:Karl Landheer  Christoph Juchem  

Institution:Columbia University  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:MRSI Acquisition & Reconstruction  

Program Number:0949  

Presentation Time:16:21   

Room Number:Room 511BCEF  

Computer Number:

Design and implementation of a combined sodium-loop proton-dipole transceiver array for body imaging at 10.5 Tesla

Author:M. Arcan Erturk  Russell Lagore  Edward Auerbach  Naoharu Kobayashi  Gregor Adriany  Kamil Ugurbil  Gregory Metzger  

Institution:University of Minnesota  Medtronic  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:RF Arrays & the Elements Within  

Program Number:0431  

Presentation Time:08:27   

Room Number:Room 710A  

Computer Number:

Design of a volume MRI coil by metalyzing 3D printing substrates by electroless and/or electroplating processes

Detecting articular cartilage and meniscus deformations under mechanical load using magnetization transfer ultrashort echo time (MT-UTE) modeling: ex vivo study

Author:Saeed Jerban  Yajun Ma  Akhil Kasibhatla  Jonathan Lee  Yanjun Chen  Tan Guo  Lidi Wan  Eric Chang  Jiang Du  

Institution:University of california, San Diego  VA San Diego Healthcare System  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:MRI of Normal Musculoskeletal Physiology, Exercise & Biomechanics  

Program Number:0418  

Presentation Time:09:51   

Room Number:Room 518A-C  

Computer Number:

Detection of abnormal glucose uptake and metabolism in perinatal hypoxia using glucoCEST MRI

Author:Tsang-Wei Tu  Chao-Hsiung Hsu  Tirone Johnson  Paul Wang  Joseph Scafidi  

Institution:Children's National Medical Center  Howard University  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Novel CEST & MT Preclinical Investigations  

Program Number:0547  

Presentation Time:14:54   

Room Number:Room 520A-F  

Computer Number:

Detection of fluid/solid tissue behavior of neurotumors by magnetic resonance elastography

Author:Kaspar Streitberger  Ledia Lilaj  Felix Schrank  Jürgen Braun  Josef Käs  Karl Hoffmann  Martin Reiss-Zimmermann  Ingolf Sack  

Institution:Charité - Universitätsmedizin Berlin  Charité-Universitätsmedizin Berlin  Neuroradiology Center  University Hospital Leipzig  University Leipzig  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Brain Tumor Vascular  

Program Number:0396  

Presentation Time:09:27   

Room Number:Room 511BCEF  

Computer Number:

Detection of malignant parotid gland tumors using multi-modality MRI and deep learning: diffusion versus T1 contrast-enhanced imaging

Author:Yi-Ju Chang  Chun-Jung Juan  Yi-Jui Liu  Teng-Yi Huang  

Institution:Chinese Medical University Hsinchu Hospital  Feng Chia University  National Taiwan University of Science and Technology  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Head & Neck  

Program Number:1246  

Presentation Time:17:24   

Room Number:Room 518A-C  

Computer Number:

Detection of ?-glutamyl-transferase activity up-regulation in orthotopic glioma using hyperpolarized ?-glutamyl-[1-13C]glycine

Author:Georgios Batsios  Chloé Najac  Peng Cao  Pavithra Viswanath  Elavarasan Subramani  Yutaro Saito  Anne Marie Gillespie  Hikari Yoshihara  Peder Larson  Shinsuke Sando  Sabrina Ronen  

Institution:EPFL  UCSF  University of Tokyo  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Molecular & Metabolic Imaging  

Program Number:1132  

Presentation Time:15:09   

Room Number:Room 510A-D  

Computer Number:

Deuterium Metabolic Imaging (DMI) of glucose metabolism in patients with brain tumors.

Author:Henk De Feyter  Zachary Corbin  Isabel Prado  Robert Fulbright  Douglas Rothman  Robin de Graaf  

Institution:Yale University  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

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

Program Number:0859  

Presentation Time:15:06   

Room Number:Room 512A-H  

Computer Number:

Development of a Local Pituitary Coil for Assessment of Pituitary Microadenomas

Author:Jiahao Lin  Rock Hadley  Ling Li  Robb Merrill  Marvin Bergsneider  Robert Candler  Kyunghyun Sung  

Institution:University of California, Los Angeles  University of Utah  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:RF Arrays & the Elements Within  

Program Number:0439  

Presentation Time:10:03   

Room Number:Room 710A  

Computer Number:

Dextran-based CEST MRI for detecting extradomain-B fibronectin in pancreatic cancer

Author:Jiaqi Lu  Zheng Han  Jia Zhang  Yuguo Li  Jing Liu  Kenji Fujiwara  Peter Zijl  Lei Zhang  Guanshu Liu  

Institution:Johns Hopkins University  Johns Hopkins University  Kennedy Krieger Institue  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Interrogating the Tumor Microenvironment  

Program Number:0500  

Presentation Time:13:30   

Room Number:Room 511BCEF  

Computer Number:

Dictionary-Based Oscillating Steady State fMRI Reconstruction

Author:Shouchang Guo  Douglas Noll  Jeffrey Fessler  

Institution:University of Michigan  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Frontiers of Image Reconstruction  

Program Number:1253  

Presentation Time:16:48   

Room Number:Room 520A-F  

Computer Number:

Dielectric resonator for targeted breast MRI at 3T

Differences in temporal cerebrovascular reactivity responses between patients with atherosclerotic and non-atherosclerotic intracranial disease: implications for optimal hypercapnic reactivity experiments

Author:Meher Juttukonda  Larry Davis  Spencer Waddle  Sarah Lants  Matthew Fusco  Manus Donahue  

Institution:Vanderbilt University Medical Center  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Neurovascular  

Program Number:0295  

Presentation Time:17:36   

Room Number:Room 510A-D  

Computer Number:

Differential Diagnosis Between Normal Marrow and Metastasis of Pelvic Bones Using Relaxation Maps from Synthetic MRI

Author:Yadong Cui  Yue Lin  Chunmei Li  Jianxun Qu  Bing Wu  Min Chen  

Institution:Beijing Hospital, National Center of Gerontology  Ge Healthcare  GE Healthcare  Graduate School of Peking Union Medical College  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Traumatic, Neoplastic & Degenerative Musculoskeletal Diseases  

Program Number:0869  

Presentation Time:15:06   

Room Number:Room 513D-F  

Computer Number:

Differentiation Idiopathic Granulomatous Mastitis and Breast Carcinoma: Value of Whole-Lesion Histogram and Texture Analysis Using Quantitative ADC Map

Differentiation of IDH1 mutant and wild-type gliomas based on metabolic signatures obtained from pH- and oxygen-sensitive molecular MRI

Author:Jingwen Yao  Ararat Chakhoyan  Catalina Raymond  Noriko Salamon  Linda Liau  William Yong  Phioanh Nghiemphu  Albert Lai  Whitney Pope  Timothy Cloughesy  Benjamin Ellingson  

Institution:University of California, Los Angeles  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Brain Tumor Vascular  

Program Number:0398  

Presentation Time:09:51   

Room Number:Room 511BCEF  

Computer Number:

Differentiation of Malignant and Benign Parotid Tumors with Amide Proton Transfer-Weighted MR Imaging

Author:Yu Chen  Tong Su  Zhengyu Jin  Zhentan Xu  Zhizheng Zhuo  Zhuhua Zhang  Huadan Xue  

Institution:Peking Union Medical College Hospital  Philips Healthcare  Philips Healthcare  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Head & Neck  

Program Number:1245  

Presentation Time:17:12   

Room Number:Room 518A-C  

Computer Number:

Diffusion MRI in the unfolded hippocampus

Author:Uzair Hussain  Jordan DeKraker  Corey Baron  Ali Khan  

Institution:Western University  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Fiber Orientations & Tractography  

Program Number:0164  

Presentation Time:14:09   

Room Number:Room 511BCEF  

Computer Number:

Diffusion MRI with b=1000 s/mm2 at TE < 22 ms using single-shot spiral readout and ultra-strong gradients: Implications for microstructure imaging

Author:Lars Mueller  Suryanarayana Umesh Rudrapatna  Chantal Tax  Richard Wise  Derek Jones  

Institution:Cardiff University  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Acquisition & Reconstruction  

Program Number:0766  

Presentation Time:08:15   

Room Number:Room 710B  

Computer Number:

Diffusion tensor cardiovascular magnetic resonance in a Langendorff perfused beating porcine heart

Diffusion tensor imaging and T2 measurements are sensitive to changes in muscle tear due to healing

Author:John Biglands  Steven Tanner  Ai Lyn Tan  John Ridgway  Paul Emery  Thorsten Feiweier  Philip Robinson  Andrew Grainger  Philip O'Connor  

Institution:Siemens Healthcare  Siemens Healthcare  The University of Leeds  Leeds Teaching Hospitals NHS Trust  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Traumatic, Neoplastic & Degenerative Musculoskeletal Diseases  

Program Number:0861  

Presentation Time:13:30   

Room Number:Room 513D-F  

Computer Number:

Diffusion Weighted Imaging to differentiate human papillomavirus positive from human papilloma virus negative head and neck squamous cell carcinoma: how do b-values influence results?

Author:Bénédicte Delattre  Vincent Lenoir  Yacine M'Rad  Minerva Becker  

Institution:Geneva University Hospital  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Head & Neck  

Program Number:1243  

Presentation Time:16:48   

Room Number:Room 518A-C  

Computer Number:

Direct comparison between macromolecular proton fraction and apparent diffusion coefficient as quantitative biomarkers of the human fetal brain maturation

Direct Myelin Imaging In Human Brain Using Inversion Recovery Hybrid Encoded Ultrashort Echo Time (IR-HE-UTE) Magnetic Resonance Imaging

Author:Hyungseok Jang  Yajun Ma  Adam Searleman  Michael Carl  Jody Corey-Bloom  Eric Chang  Jiang Du  

Institution:Ge Healthcare  GE Healthcare  University of California San Diego  VA San Diego Healthcare System  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Novel Pulse Sequences  

Program Number:0939  

Presentation Time:16:21   

Room Number:Room 510A-D  

Computer Number:

Discrete Regions of Gray Matter Loss Underlie Major Depressive Disorder: A Replication and Expanded Investigation

Disentangling diffusion-weighted SSFP: ADC estimates in terms of an effective diffusion time

Author:Benjamin Tendler  Saad Jbabdi  Sean Foxley  Menuka Pallebage-Gamarallage  Moises Hernandez-Fernandes  Martin Turner  Olaf Ansorge  Karla Miller  

Institution:University of Chicago  University of Oxford  University of Pennsylvania  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Diffusion MRI: Signal Representation & Modelling  

Program Number:0551  

Presentation Time:13:42   

Room Number:Room 710B  

Computer Number:

DiSpect: Displacement Spectrum Imaging of Flow, Diffusion and Tissue Perfusionusing Spin-Labeling and Stimulated Echoes

Author:Zhiyong Zhang  Ekin Karasan  Karthik Gopalan  Chunlei Liu  Michael Lustig  

Institution:University of California, Berkeley  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Novel Pulse Sequences  

Program Number:0936  

Presentation Time:15:45   

Room Number:Room 510A-D  

Computer Number: