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Unsupervised neural networks to improve quantitative DCE modelling

Unsupervised Reconstruction of Continuous Dynamic Radial Acquisitions via CNN-NUFFT Self-Consistency

Author:Matthew Muckley*  Tullie Murrell*  Suvrat Booshan  Hersh Chandarana  Florian Knoll  Daniel Sodickson  

Institution:Facebook AI Research  NYU School 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:3605  

Room Live Q&A Session:

Unsupervised assessment of abdominal adipose tissue from whole body Dixon MRI

Author:Ying Xia  Pierrick Bourgeat  Samantha Burnham  Jurgen Fripp  

Institution:CSIRO Health and Biosecurity  

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:2595  

Room Live Q&A Session:

Untangling Perfusion from Atrophy in Fronto-Temporal Dementia using Multimodal Correlation and Machine Learning

An Untargeted Metabolomics Approach to MRS in the Human Brain: A Comparison between LCModel  and MRS-based Classifier-Development System

Author:Srijyotsna Volety  Elizabeth Seaquist  Gulin Oz  Uzay Emir  

Institution:Purdue University  University of Minnesota  

Session Type:Digital Poster  

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

Topic:New Techniques in MRS  

Session Name:MRS Technical 3  

Program Number:2896  

Room Live Q&A Session:

Untrained Modified Deep Decoder for Joint Denoising and Parallel Imaging Reconstruction

Author:Sukrit Arora  Volkert Roeloffs  Michael Lustig  

Institution:University of California Berkeley  

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:3585  

Room Live Q&A Session:

Unveiling early cortical and white-matter maturation and the effect of music in preterm brain development: a longitudinal fixel-based analysis

Upright pelvimetry using MRI for the prediction of birth associated cephalo-pelvic disproportion following induction of labour.

Author:Hannah Williams  Andrew Cooper  Lesley Hodgen  Catriona Hussain  Nia Jones  Penny Gowland  

Institution:NUH NHS Trust  University of Nottingham  

Session Type:Digital Poster  

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

Topic:Abdominopelvic MRI - Benign  

Session Name:Female Pelvis & Maternal-Fetal Imaging  

Program Number:2571  

Room Live Q&A Session:

Uptake of MRI and associated data quality in an inclusive clinical trial in children with Autism Spectrum Disorder

Author:Marilena DeMayo  Izabella Pokorski  Ian Hickie  Adam Guastella  

Institution:University of Sydney  

Session Type:Digital Poster  

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

Topic:Pediatric: Brain Metabolism & Acquired Brain Disease  

Session Name:Pediatric Neuro: Metabolic Disease & Metabolism  

Program Number:4685  

Room Live Q&A Session:

Usability Comparison of a Portable Low-Field, Point-of-Care MRI Scanner with High-Field MRI

Use of 2D image registration parameters for correction of eddy-current magnetization-density ADC errors in presence of gradient nonlinearity

Use of a Digital Reference Object for Validation of Advanced Reconstruction Methods in High Spatial-temporal Resolution Breast DCE-MRI

Use of arterial spin labeling MRI in differentiating fat-poor angiomyolipoma from clear cell renal cell carcinoma

Use of Compressed Sensing to Reduce Scan Time and Breath-holding for cine bSSFP MRI in Children and Young Adults

Use of functional correlation tensors for correlating white matter fMRI and brain structure

Use of population-derived perfusion information in predicting subject-specific perfusion references based on tissue partial volumes

The Use of Stimulated-Echo EPI to Obtain High b-Value DTI Data at Short TEs on a Clinical Scanner

Useful sequence for suppressing the radiofrequency shielding effect of a titanium mesh

The usefulness of diffusion tensor imaging in evaluating the neuroprotective effect of LITUS to moderate traumatic brain injury with rat model

Using 1H MRS to Investigate Hepatic Fat Fractions and Lipid Composition in NAFLD Patients with Type 2 Diabetes

Using an Artificial Neural Network for Fast Mapping of the Oxygen Extraction Fraction with Combined QSM and qBOLD

Using anatomic and diffusion MRI with deep convolutional neural networks to distinguish treatment-induced injury from recurrent glioblastoma

Using Arterial Spin Labelling to measure cerebral blood flow during sleep

Author:Balazs Orzsik  Iris Asllani  Mara Cercignani  Neil Harrison  

Institution:University of Cardiff  University of Sussex  

Session Type:Digital Poster  

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

Topic:Neurovascular  

Session Name:Neurovascular: MRA, Reactivity & Flow 2  

Program Number:1663  

Room Live Q&A Session:

Using Clinical vs. Preclinical Hardware

    Using Compressed Sense Technique for Lumbar Vertebra Imaging: Comparison with Conventional Parallel Imaging

    Author:Tianyang Gao  Shinong Pan  Zhao Lu  Fengzhe Wang  Jiazheng Wang  

    Institution:Philips Healthcare  Shengjing Hospital of China Medical University  

    Session Type:Digital Poster  

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

    Topic:Clinical Applications in MSK and Others  

    Session Name:Musculoskeletal Miscellaneous 1  

    Program Number:2830  

    Room Live Q&A Session:

    Using Deep Learning to Predict PET Cerebrovascular Reserve in Moyamoya Disease from Baseline MRI

    Using dielectric bags to increase SNR in dynamic speech imaging

    Using Diffusional Kurtosis Imaging to Quantify non-Gaussian Water Diffusion in Normal Human Liver

    Using free waveform diffusion MRI to investigate time-dependence of water movement in an isotropic in vitro system

    Using High-resolution 3D MR Fingerprinting for Characterization of Focal Cortical Dysplasia

    Author:Joon Yul Choi  Rasim Boyacioglu  Stephen Jones  Ken Sakaie  Ingmar Blümcke  Imad Najm  Mark Griswold  Dan Ma  Zhong Wang  

    Institution:Case Western Reserve University  Cleveland Clinic  University of Erlangen  

    Session Type:Oral - Power Pitch  

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

    Topic:Neurodegeneration 2  

    Session Name:Epilepsy  

    Program Number:0935  

    Room Live Q&A Session:Wednesday Parallel 2  

    Using NMR field probes to flag significant head movement at 7T

    Author:Laura Bortolotti  Richard Bowtell  

    Institution:Sir Peter Mansfield Imaging Centre, University of Nottingham  

    Session Type:Digital Poster  

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

    Topic:Mitigating motion, artifacts and imperfections  

    Session Name:Motion Correction: Brain  

    Program Number:3363  

    Room Live Q&A Session:

    Using Novel Fat Water Separation Sequence to Quantify Intramyocardial Fat-Fraction

    Using Novel Fat Water Separation Sequence to Quantify Intramyocardial Fat-Fraction

      Using QSM to Quantify Microbubble Concentrations

      Author:Barbara Dymerska  Bernard Siow  Karin Shmueli  

      Institution:The Francis Crick Institute  University College London  

      Session Type:Digital Poster  

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

      Topic:Quantitative Tissue Properties and Novel Contrast Mechanisms  

      Session Name:QSM in Applications  

      Program Number:3219  

      Room Live Q&A Session:

      Using radiomics to build prediction model for diagnosing metastatic lymph node in rectal cancer basing on HR-T2 imaging

      Using Simulations to Validate Models

      Author:Marco Palombo  

      Institution:University College London  

      Session Type:Sunrise Session  

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

      Topic:Educational Q&A: fMRI/Diffusion/Perfusion Sunrise  

      Session Name:Simulation of Diffusion  

      Program Number:

      Room Live Q&A Session:Tuesday Parallel 1  

      Using Simultaneous Multi-echo Fitting to Accelerate Magnetic Resonance Spectroscopic Relaxometry

      Author:Patrick Bolan  Gregory Metzger  Dinesh Deelchand  Malgorzata Marjanska  

      Institution:University of Minnesota-Twin Cities  

      Session Type:Digital Poster  

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

      Topic:New Techniques in MRS  

      Session Name:MRS Technical 1  

      Program Number:2868  

      Room Live Q&A Session:

      Using stimulated echo diffusion MRI to elucidate cellular changes during cell death

      Using transverse diffusion to measure changes in muscle fibre number and muscle fibre size during childhood growth in humans

      Author:Bart Bolsterlee  Arkiev D'Souza  Robert Herbert  

      Institution:Neuroscience Research Australia  University of New South Wales  

      Session Type:Oral  

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

      Topic:Pediatric Innovations  

      Session Name:Pediatric Body & Musculoskeletal  

      Program Number:0073  

      Room Live Q&A Session:Monday Parallel 3  

      USPIO-Enhanced Imaging of Mediastinal Lymph Nodes in Esophageal Cancer with Sparse Radial MRI

      Author:Ivo Maatman  Didi de Gouw  John Hermans  Kai Block  Marnix Maas  Tom Scheenen  

      Institution:New York University  Radboud University medical center  

      Session Type:Digital Poster  

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

      Topic:Cancer Imaging: Preclinical & Miscellaneous  

      Session Name:Cancer Imaging: Miscellaneous 1  

      Program Number:4759  

      Room Live Q&A Session:

      USPIO-enhanced MRI for pre-operative lymph node staging after neoadjuvant chemoradiotherapy in esophageal cancer

      USPIO-enhanced MRI for pre-operative lymph node staging in patients with pancreatic and periampullary carcinoma: a feasibility study

      USR-Net: A Simple Unsupervised Single-Image Super-Resolution Method for Late Gadolinium Enhancement CMR

      UTE-based biomarkers are selectively sensitive to enzymatic proteoglycan and collagen degradation in human articular cartilage

      UTE-SPECIAL for 3D Localization at an Echo Time of 4 ms on a Clinical 3 Tesla Scanner

      Author:Karl Landheer  Ralph Noeske  Michael Garwood  Christoph Juchem  

      Institution:Columbia University  GE Healthcare  University of Minnesota  

      Session Type:Digital Poster  

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

      Topic:New Techniques in MRS  

      Session Name:MRS Technical 1  

      Program Number:2863  

      Room Live Q&A Session:

      Utilising preclinical 23Na MRI to probe the ionic microenvironment of breast cancer: developing novel diagnostics to probe treatment efficacy.