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Automated segmentation of human axon and myelin from electron microscopy data using deep learning for microstructural validation and simulation

Automated Segmentation of Human Skull to plan Craniofacial Surgery using dual-Radiofrequency dual-Echo, 3D Ultrashort Echo Time MRI sequence

Automated Segmentation of Knee Articular Cartilage on MRI Data: Increasing Network Capacity with Transfer Learning

Automated Segmentation of Late Gadolinium Enhanced CMR with Deep Learning

Automated Segmentation of Right Ventricle in CMR Images based on Dense and Multi-scale U-net Network

Author:Peng Liu  Lijia Wang  

Institution:University of Shanghai for Science and Technology  

Session Type:Digital Poster  

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

Topic:Cardiovascular Techniques  

Session Name:Cardiovascular MRI Techniques & Application 2  

Program Number:2212  

Room Live Q&A Session:

Automated Synovitis Segmentation in Patients with Rheumatoid Arthritis

Author:Sibaji Gaj  Ceylan Colak  Mingrui Yang  Kunio Nakamura  Xiaojuan Li  

Institution:Cleveland Clinic  

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:2666  

Room Live Q&A Session:

Automatic Assessment of DWI-ASPECTS for Assessment of Acute Ischemic Stroke using Recurrent Residual Convolutional Network

Automatic Bone Segmentation on Whole body Diffusion-Weighted MRI using Deep Learning

Automatic Classification of MR Image Contrast

Author:Julia Cluceru  Yannet Interian  Janine Lupo  Riley Bove  Atul Butte  Jason Crane  

Institution:University of California San Francisco  USF  

Session Type:Digital Poster  

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

Topic:Neuro Acquisition and Processing  

Session Name:Emerging Neuro Brain Imaging 1  

Program Number:1804  

Room Live Q&A Session:

Automatic deep learning segmentation of grey and white matter lesions in 7T MRI data

Author:Frederik Sandig  Julian Emmerich  Edris El-Sanosy  Mark Ladd  Heinz-Peter Schlemmer  Sina Straub  

Institution:German Cancer Research Center (DKFZ)  Heidelberg University  

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:1879  

Room Live Q&A Session:

An automatic design method for arbitrary shaped shielded gradients using a singular value decomposition and meta-heuristic method

Author:Kazuya Sakaguchi  Yasuhiko Terada  

Institution:University of Tsukuba  

Session Type:Digital Poster  

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

Topic:MR Engineering  

Session Name:Gradient & Encoding Field Technology  

Program Number:4234  

Room Live Q&A Session:

Automatic Detection and Segmentation of Breast Cancer on MRI Using Mask R-CNN Trained on Non-Fat-Sat Images and Tested on Fat-Sat Images

Automatic feature extraction and machine learning prediction of stroke functional outcome based on histogram information of baseline ADC

Automatic Liver Tumor Detection using Deep learning based segmentation and Radiomics guided Candidate Filtering

Author:Rencheng Zheng  Qidong Wang  Ziying Feng  Chengyan Wang  He Wang  

Institution:Fudan University  Zhejiang University  

Session Type:Oral  

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

Topic:Hepatobiliary & Pancreas  

Session Name:Liver: Methods & Applications  

Program Number:0305  

Room Live Q&A Session:Monday Parallel 3  

Automatic Longitudinal Assessment of Hippocampal Subfields using Multi-Contrast MRI

Author:Thomas Shaw  Steffen Bollmann  Ashley York  Maryam Ziaei  Markus Barth  

Institution:The University of Queensland  

Session Type:Digital Poster  

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

Topic:Software Tools and Image Analysis  

Session Name:Software Tools  

Program Number:3658  

Room Live Q&A Session:

Automatic no-reference image quality evaluation of DWI in uterine malignancy at 3T with iShim, RESOLVE, and ss-EPI sequences – a feasibility study

Automatic quantification of ultra-high resolution quantitative first-pass perfusion imaging using deep-learning based segmentation and MOCO

Automatic Scanning: Can Computing Be Leveraged to Extend Scanning Capabilities?

Author:Juan Santos  

Institution:HeartVista, Inc.  

Session Type:Weekday Course  

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

Topic:Educational Q&A: Value  

Session Name:Value of MRI: A Global Perspective  

Program Number:

Room Live Q&A Session:Monday Parallel 1  

Automatic segmentation for liver fat quantification

Automatic Segmentation in Ischemic Stroke Rodent Brain with Pattern-recognition of Directional Intravoxel Incoherent Motion MRI

Automatic segmentation of dentate nuclei for microstructure assessment: application to temporal lobe epilepsy patients

Automatic Segmentation of Hyperpolarized Gas MRI via Deep Learning

Author:Joshua Astley  Alberto Biancardi  Paul Hughes  Laurie Smith  Helen Marshall  Grace Mussell  James Eaden  Nicholas Weatherley  Guilhem Collier  Jim Wild  Bilal Tahir  

Institution:University of Sheffield  

Session Type:Digital Poster  

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

Topic:Thoracic and Breast MRI  

Session Name:Hyperpolarized Gas Lung MRI  

Program Number:2284  

Room Live Q&A Session:

Automatic segmentation of thalamic nuclei from Multi-Echo MP2RAGE acquisition at 7T

Automatic Segmentation of Tumor-related Vessels of Breast Cancer on Ultrafast DCE MRI using U-Net

Automatic stratification of gliomas into WHO 2016 molecular subtypes using diffusion-weighted imaging and a pre-trained deep neural network

An automatic tuning free pin diode shunt switch with artificial non-uniform transmission line ?/4 sections for receive only surface array coils.

Author:Miheer Mayekar  Rohit Apurva  Bhaskara Naik  Rajesh Harsh  

Institution:Society for Applied Microwave Electronics Engineering and Research  

Session Type:Digital Poster  

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

Topic:RF coils  

Session Name:RF Coils 3  

Program Number:4060  

Room Live Q&A Session:

Axial T2*-Weighted Spiral MRI of the Spine at 1.5T

B0 field estimation using Ultrashort echo time/Dixon imaging with a 4-class tissue segmentation

B0 Field Measurement

Author:Irena Zivkovic  

Institution:Technical University of Eindhoven  

Session Type:Weekend Course  

Session Live Q&A Date:Saturday, 8 August 2020  

Topic:MR Systems Engineering  

Session Name:MR Systems Engineering  

Program Number:

Room Live Q&A Session:Saturday Parallel 4  

B0 Magnet Technology

Author:Andrew Webb  

Institution:Leiden University Medical Center  

Session Type:Weekend Course  

Session Live Q&A Date:Saturday, 8 August 2020  

Topic:MR Systems Engineering  

Session Name:MR Systems Engineering  

Program Number:

Room Live Q&A Session:Saturday Parallel 4  

    B0 Shim Array Integrated into a Solenoid TRX Coil for Localized B0 in Permanent Magnet Scanners

    Author:Rafael Calleja  Celine Veys  Michael Lustig  

    Institution:University of California Berkeley  

    Session Type:Oral - Power Pitch  

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

    Topic:Novel Hardware  

    Session Name:Engineering in MR & Beyond  

    Program Number:1283  

    Room Live Q&A Session:Thursday Parallel 5  

    B0 shimming of the liver using a local shim coil array at ultra-high-field MRI

    Author:Lieke van den Wildenberg  Quincy van Houtum  Wybe van der Kemp  Catalina Arteaga de Castro  Alex Bhogal  Paul Chang  Sahar Nassirpour  Dennis Klomp  

    Institution:MR Shim GmbH  UMC Utrecht  

    Session Type:Digital Poster  

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

    Topic:MR Engineering  

    Session Name:B0 Shimming  

    Program Number:4220  

    Room Live Q&A Session:

    B0 Shimming with Spherical Harmonic Functions

    Author:Hoby Hetherington  

    Institution:University of Pittsburgh  

    Session Type:Weekend Course  

    Session Live Q&A Date:Saturday, 8 August 2020  

    Topic:MR Systems Engineering  

    Session Name:MR Systems Engineering  

    Program Number:

    Room Live Q&A Session:Saturday Parallel 4  

    B0 Inhomogeneity Corrected Reconstruction for Low-Resolution J-resolved MRSI Using Low-Rank and Spatial Constraints

    Author:Zepeng Wang  Fan Lam  

    Institution:University of Illinois at Urbana-Champaign  

    Session Type:Digital Poster  

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

    Topic:New Techniques in MRS  

    Session Name:MRS Technical 4  

    Program Number:2911  

    Room Live Q&A Session:

    B1 Inhomogeneity at 3T causes spatially non-reproducible and inaccurate cardiac creatine CEST-contrast in healthy controls

    B1 inhomogeneity-corrected T1 mapping in quantitative evaluation of liver fibrosis using Gd-BOPTA enhanced MR imaging

    Author:Xinya Zhao  Xianshun Yuan  xiang feng  Mengxiao Liu  Xiangtao Lin  ximing wang  

    Institution:shandong provincial Hospital  Siemens Healthcare  

    Session Type:Oral  

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

    Topic:Hepatobiliary & Pancreas  

    Session Name:Diffuse Liver & Metabolism  

    Program Number:0318  

    Room Live Q&A Session:Monday Parallel 3  

    B1+ dependency on frequency in four human organs in three body models for 23Na, 13C and 31P whole-body birdcages at 7T.

    Author:Ria Forner  Janot Tokaya  Alexander Raaijmakers  Dennis Klomp  

    Institution:UMC Utrecht  Eindhoven University of Technology  

    Session Type:Digital Poster  

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

    Topic:MR Engineering  

    Session Name:MR Engineering in Action 2  

    Program Number:4266  

    Room Live Q&A Session:

    Background Parenchymal Enhancement (BPE) classification on Breast MRI using Deep Learning

    Basal Ganglia & Thalamus Pathology & Imaging: Clinical

      Basal Ganglia Anatomy & Imaging

      Baseline MRI detected lateral lymph node as a prognostic factor: a cohort study in pN0 low risk rectal cancer

      Author:Rui-Jia Sun  Lin Wang  Xiao-Ting Li  Qiao-Yuan Lu  Xiao-Yan Zhang  Ying-Shi Sun  

      Institution:Beijing Cancer Hospital  

      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:4748  

      Room Live Q&A Session:

      Basic Introduction to Machine Learning

      Author:Jo Schlemper  

      Institution:Hyperfine Research  

      Session Type:Weekend Course  

      Session Live Q&A Date:Saturday, 8 August 2020  

      Topic:Machine Learning: Everything You Want to Know  

      Session Name:Machine Learning: Everything You Want to Know  

      Program Number:

      Room Live Q&A Session:Saturday Parallel 2  

        Basic MRI Hardware Components

        Author:Martijn Cloos  

        Institution:The University of Queensland  

        Session Type:Weekday Course  

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

        Topic:Educational Q&A: P&E  

        Session Name:Fundamentals of MRI Physics & Engineering I  

        Program Number:

        Room Live Q&A Session:Tuesday Parallel 1