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Damage of Different CNS Compartments Contributes to Explain Multiple Sclerosis Disability Milestones: A Multicenter Study

Data augmentation using features from activation maps improved performance for deep learning based automated knee prescription

Decompose QSM to diamagnetic and paramagnetic components via a complex signal mixture model of gradient-echo MRI data

Deep learning based acceleration of multi-contrast MRI examinations by acquiring contrast and sharing inter-contrast structure information

Author:Sudhanya Chatterjee  Suresh Joel  Sajith Rajamani  Shaik Ahmed  Uday Patil  Ramesh Venkatesan  Dattesh Shanbhag  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Novel & Multicontrast Approaches  

Session Name:Novel & Multicontrast Approaches  

Program Number:0090  

Room Session:Concurrent 4  

Institution:GE Healthcare  

Deep learning based fully automatic analysis of gastric motility from contrasty-enhanced MRI

Author:Xiaokai Wang  Jiayue Cao  Minkyu Choi  Zhongming Liu  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Digestive, Diabetes & Pancreas  

Session Name:Digestive, Diabetes & Pancreas  

Program Number:0252  

Room Session:Concurrent 5  

Institution:University of Michigan  

Deep learning based radial de-streaking for free breathing time resolved volumetric DCE MRI

Author:Sagar Mandava  Xinzeng Wang  Ty Cashen  Tetsuya Wakayama  Ersin Bayram  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:(Artificial) Intelligence in the Body  

Session Name:(Artificial) Intelligence in the Body  

Program Number:0529  

Room Session:Concurrent 5  

Institution:GE Healthcare  

Deep Learning Based Segmentation and Fat Fraction Assessment of the Calf in Diabetic Subjects and Non-Diabetic Controls

Deep Learning Enables A Half Z-spectrum Sampling-based B0 Inhomogeneity Correction for CEST MRI

Deep Learning for the Ovarian Lesion Localization and Discrimination Between Borderline Tumors and Cancers in MR Imaging

Deep Learning-based Adaptive Image Combination for Signal-Dropout Suppression in Liver DWI

Deep Learning-based high-resolution pseudo-CT to detect cranial bone abnormalities for pediatric patients using MRI

Deep Learning-based Semi-supervised Meniscus Segmentation with Uncertainty Estimation

Deep learning-based thoracic cavity segmentation for hyperpolarized 129Xe MRI

Deep Learning-Driven Automatic Scan Plane Alignment for Needle Tracking in MRI-Guided Interventions

DeepControl: AI-powered slice flip-angle homogenization by 2DRF pulses

Deep-Learning-Based Motion Correction For Quantitative Cardiac MRI

Author:Alfredo De Goyeneche  Shuyu Tang  Nii Addy  Bob Hu  William Overall  Juan Santos  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:0387  

Room Session:Concurrent 1  

Institution:HeartVista, Inc.  

DeepPain: Uncovering Associations Between Data-Driven Learned qMRI Biomarkers and Chronic Pain

DeepTSE-T2: Deep learning-powered T2 mapping with B1+ estimation using a product double-echo Turbo Spin Echo sequence

Delayed mapping of 2H-labeled choline using Deuterium Metabolic Imaging (DMI) reveals active choline metabolism in rat glioblastoma.

Author:Henk De Feyter  Monique Thomas  Kevan Ip  Kevin Behar  Robin de Graaf  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Cancer: Contrast Agents & MRS  

Session Name:Cancer: Contrast Agents & MRS  

Program Number:0016  

Room Session:Concurrent 2  

Institution:Yale University  

Delineating perfusion and the effects of vascularisation patterns across the hippocampal subfields at 7T

Author:Roy Haast  Sriranga Kashyap  Mohamed Yousif  Dimo Ivanov  Benedikt Poser  Ali Khan  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Quantitative Neuroimaging  

Session Name:Quantitative Neuroimaging  

Program Number:0095  

Room Session:Concurrent 5  

Institution:Maastricht University  Western University  

Demystifying the effect of field strength on RF heating of conductive leads: A simulation study of SAR in DBS lead models during MRI at 1.5 T - 10.5 T

Dermal sodium space in controls and Type 2 Diabetes Mellitus patients characterised at histological length scales using 1H/23Na MRS and MRI at 9.4T

Design and Construction of a Low-Cryogen, Lightweight, High-Performance, Head-only Compact 7T MRI

Design of slice-selective RF pulses using deep learning

Detectable velocity range in single-cell tracking by time-lapse MRI

Author:Enrica Wilken  Felix Freppon  Max Masthoff  Cornelius Faber  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Contrast Agents & Preclinical Studies  

Session Name:Contrast Agents & Preclinical Studies  

Program Number:0081  

Room Session:Concurrent 2  

Institution:University Hospital Muenster  

Detection of fine-scale functional networks in spinal cord and the effects of injury on intra- and inter-segmental networks

Author:Anirban Sengupta  Arabinda Mishra  Feng Wang  Li Min Chen  John Gore  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Spinal Cord Imaging & More  

Session Name:Spinal Cord Imaging & More  

Program Number:0657  

Room Session:Concurrent 5  

Institution:Vanderbilt University Medical Center  

Detection of ionic bonding using IMMOBILISE MRI and theoretical description of the relayed NOE transfer mechanism

Detection of resting state correlations between white matter tracts in spinal cord using BOLD fMRI and their changes with injury

Author:Anirban Sengupta  Arabinda Mishra  Feng Wang  Li Min Chen  John Gore  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Spinal Cord Imaging & More  

Session Name:Spinal Cord Imaging & More  

Program Number:0652  

Room Session:Concurrent 5  

Institution:Vanderbilt University Medical Center  

Deuterium Echo-Planar Spectroscopic Imaging (DEPSI) to Dynamically Monitor Deuterated Glucose in the Liver at 7T

Deuterium magnetic resonance spectroscopy using 2H-pyruvate allows non-invasive in vivo imaging of TERT expression in brain tumors

Author:Georgios Batsios  Celine Taglang  Meryssa Tran  Anne Marie Gillespie  Joseph Costello  Sabrina Ronen  Pavithra Viswanath  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Cancer: Contrast Agents & MRS  

Session Name:Cancer: Contrast Agents & MRS  

Program Number:0018  

Room Session:Concurrent 2  

Institution:UCSF  

Deuterium metabolic imaging (DMI) of glucose metabolism in pregnant preeclamptic mice at 15.2 tesla.

Deuterium metabolic imaging (DMI) of Water, Glucose and Lactate using spectroscopic multi-echo bSSFP: A higher Signal to Noise Approach

Deuterium metabolic imaging of tumor burden and response to therapy in mutant IDH gliomas in vivo

Development of Two Antisymmetric 16-Element Transceiver Coil Arrays for Parallel Transmit Cardiac MRI in Humans at 7T

Author:Ibrahim Elabyad  Maxim Terekhov  Laura Schreiber  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:RF Design II  

Session Name:RF Design II  

Program Number:0180  

Room Session:Concurrent 2  

Institution:University Hospital Wuerzburg  

Diagnostic Performance of Multiparametric Models Using Fat Fraction, Liver Stiffness, and T1 for Detection of Nonalcoholic Steatohepatitis

Author:Xin Lu  Jiahui Li  Zheng Zhu  Alina Allen  Taofic Mounajjed  Kevin Glaser  Jinhang Gao  Jingbiao Chen  Jie Chen  Safa Hoodeshenas  Armando Manduca  Richard Ehman  Meng Yin  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Liver  

Session Name:Liver  

Program Number:0311  

Room Session:Concurrent 5  

Institution:Mayo Clinic  

Differences in distribution of MRI-based fat fraction in lower limb skeletal muscles of six different neuromuscular disorders

Differential Changes in Brain Viscoelastic Properties Observed with MR Elastography in MS and NMOSDs

Differential Diagnosis of ? Prostate Cancer and Benign Prostatic Hyperplasia Based on Prostate DCE-MRI by Using Deep Learning with Different Peritumoral Areas

Differential diagnosis of cervical adenocarcinomaand squamous carcinomaby using multiple parameters of Enhanced T2* -WeightedAngiography

Author:Dahua Cui  Ailian Liu  Shifeng Tian  Qingwei Song  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Gynecologic & Prostate Cancers  

Session Name:Gynecologic & Prostate Cancers  

Program Number:0758  

Room Session:Concurrent 5  

Institution:The First Affiliated Hospital of Dalian Medical University