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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  

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

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

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

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

Deep learning for improved workflow in MRgFUS treatment planning

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

Deep learning for the detection and differentiation of vertebral fracture

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

Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images

Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat-water decomposition MRI

Author:Jie Ding  Varut Vardhanabhuti  Eric Lai  Yuan Gao  Sophelia Chan  Peng Cao  

Institution:The University of Hong Kong  

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:0249  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning-based Single-shot T2* Mapping Using Multiple Overlapping-Echo Detachment Acquisition

Author:Qinqin Yang  Jian Wu  Wei Wang  Jiyang Dong  Shuhui Cai  Congbo Cai  

Institution:Xiamen University  

Session Type:Oral  

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

Topic:Advances in Quantitative MRI  

Session Name:Quantitative Relaxation Parameter Mapping: Better, Faster, Stronger  

Program Number:0894  

Room Live Q&A Session:Wednesday Parallel 5  

Deep Model-based MR Parameter Mapping Network (DOPAMINE) for Fast MR Reconstruction

Author:Yohan Jun  Hyungseob Shin  Taejoon Eo  Taeseong Kim  Dosik Hwang  

Institution:Yonsei University  

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:0988  

Room Live Q&A Session:Wednesday Parallel 5  

Deep Shoulder CT Image Synthesis from MR via Context-aware 2.5D Generative Adversarial Networks

Deep subspace learning: Enhancing speed and scalability of deep learning-based reconstruction of dynamic imaging data

Author:Christopher Sandino  Frank Ong  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Novel Pulse Sequences and Reconstruction Techiques  

Session Name:Novel Acquisitions & Reconstructions  

Program Number:0599  

Room Live Q&A Session:Tuesday Parallel 4  

Deep-learning Diagnosis of Supraspinatus Tendon Tears: Comparison of Multi-sequence Versus Single Sequence Input

Deep-Learning Driven Acceleration of Multi-Parametric Quantitative Phase-Cycled bSSFP Imaging

DeepRF: Designing an RF pulse using a self-learning machine

Author:Dongmyung Shin  Jongho Lee  

Institution:Seoul National University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Novel Pulse Sequences and Reconstruction Techiques  

Session Name:RF Pulses & Pulse Sequences  

Program Number:0611  

Room Live Q&A Session:Tuesday Parallel 4  

A deflectable positionally-localized Virtual Biopsy “Gun”: Construct and initial testing

Delayed urea differential enhancement CEST (dudeCEST)-MRI with T1 correction for monitoring renal urea handling

Design of a Permanent Magnet for MRI of the Ankle on the International Space Station

Design of transmit array coils for MRI by minimizing the modal reflection coefficients

Author:Ehsan Kazemivalipour  Alireza Sadeghi-Tarakameh  Ergin Atalar  

Institution:Bilkent University  

Session Type:Oral  

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

Topic:RF technologies  

Session Name:Novel RF Approaches  

Program Number:0762  

Room Live Q&A Session:Wednesday Parallel 5  

Detecting glycolytic metabolism in glioblastoma using a new 1H MRS and [6,6'-2H2]glucose infusion based approach

Author:Laurie Rich  Puneet Bagga  Gabor Mizsei  Mitchell Schnall  John Detre  Mohammad Haris  Ravinder Reddy  

Institution:Qatar University  University of Pennyslvania  

Session Type:Oral  

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

Topic:Cancer Imaging: Pre- & Post-Treatment  

Session Name:Cancer Imaging: Physiology & Metabolism  

Program Number:0127  

Room Live Q&A Session:Monday Parallel 5  

Detection of Carbonic Anhydrase Activity in the Frontal Lobe of Human Brain

Author:Shizhe Li  Li An  Christopher Johnson  Maria Ferraris-Araneta  Milalynn Victorino  Jyoti Tomar  Jun Shen  

Institution:National Institutes of Health  

Session Type:Oral  

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

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

Session Name:MRS Applications  

Program Number:0384  

Room Live Q&A Session:Monday Parallel 5  

Detection of Multiple Nucleotide Sugars Including Uridine Diphosphate Hexoses and N-Acetyl Hexosamines in Human Brain by 31P MRS at 7T

Detection of radiation brain injury in patients with nasopharyngeal carcinoma: A comparative study of DTI, DKI and MAP-MRI

Detection of renal PEP-CK activity with hyperpolarized 13C-aspartate

Determining stroke onset time using T2 relaxation times: A comparison of reference and reference independent methods in ischemic stroke patients

Deuterium (2H) magnetic resonance spectroscopy for monitoring chemotherapeutic response in vitro

Author:Josephine Tan  Daniel Djayakarsana  Rachel Chan  Colleen Bailey  Angus Lau  

Institution:Sunnybrook Research Institute  University of Toronto  

Session Type:Oral  

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

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

Session Name:MRS Applications  

Program Number:0387  

Room Live Q&A Session:Monday Parallel 5  

Diagnosis of Benign and Malignant Breast Lesions on DCE-MRI by Using Radiomics and Deep Learning with Consideration of Peri-Tumor Tissue

Diaphragm motion prediction with a LSTM network using MRI k-space data

Differentiating benign from malignant breast lesions: a feasibility study with synthetic MRI

Author:Weibo Gao  QUANXIN YANG  Xin Chen  Xiaocheng Wei  Qiujuan Zhang  Honghong Sun  Xiaohui Li  Lin Wang  Xiao na Zhang  Baobin Guo  Ali Shang  Xiao xia Lu  

Institution:GE Healthcare  The second affiliated Hospital of xi 'an jiaotong University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Women's Imaging  

Session Name:Breast  

Program Number:0570  

Room Live Q&A Session:Tuesday Parallel 3  

Differentiation between Glioblastomas and Cerebral Metastases using High-Resolution 3D MRSI

Differentiation of IDH Mutant from IDH wild-type High-grade Gliomas using Combined Analysis of Diffusion and Perfusion MRI

Differentiation of Murine Pancreatic Tumours at 7 T with Hyperpolarized 13C-Pyruvate-Lactate MRSI, 18F-FDG PET, and DWI

Diffusion functional MRI characterizes dynamical brain function in a neuropsychiatric disease model mouse

Author:Yoshifumi Abe  

Institution:Keio University School of Medicine  

Session Type:Oral  

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

Topic:Multimodal fMRI  

Session Name:Multimodal Imaging of Brain Function  

Program Number:1343  

Room Live Q&A Session:Thursday Parallel 4  

Diffusion Histology Imaging Classifies Lesions in Multiple Sclerosis

Diffusion informed Myelin Water Imaging

Author:Kwok-Shing Chan  Renaud Hedouin  José Marques  

Institution:Radboud University  

Session Type:Oral  

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

Topic:Multiple Sclerosis & Myelin  

Session Name:Myelin Imaging  

Program Number:0050  

Room Live Q&A Session:Monday Parallel 2  

Diffusion Kurtosis Imaging of Cervical Carcinoma: Correlation between Imaging Parameters and Histological Findings

Diffusion MRI Atlases from the Human Connectome Project Data

Diffusion of brain metabolites highlights altered brain microstructure in chronic hepatic encephalopathy

Diffusion phase-imaging using non-linear gradients in anisotropic synthetic fiber phantoms

Diffusion tensor distribution imaging of brain tumor microstructure and heterogeneity