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Automated Image Prescription for Liver MRI using Deep Learning

Automated image segmentation of prostate MR elastography by dense-like U-net.

Author:Nader Aldoj  Federico Biavati  Sebastian Stober  Marc Dewey  Patrick Asbach  Ingolf Sack  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Prostate  

Session Name:Prostate: Deep Learning  

Program Number:4110  

Room Session:Concurrent 5  

Institution:Charité  Ovgu Magdeburg  

Automated Knee Cartilage Thickness Measurement from Magnetic Resonance Images

Author:Yongcheng YAO  Sheheryar KHAN  Junru ZHONG  Siyue LI  Weitian CHEN  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Bone, Cartilage & Joint MRI  

Session Name:Cartilage II  

Program Number:2968  

Room Session:Concurrent 4  

Institution:The Chinese University of Hong Kong  

Automated motion correction of multi-slice fetal brain MRI using a deep recursive framework

Automated pancreas sub-segmentation by groupwise registration and minimal annotation enables regional assessment of disease

Automated patient-level detection of grade group =2 prostate cancer using quantitative restriction spectrum imaging MRI

Automated Pipeline for Quantitative MRI Evaluation of Knee Articular Cartilage in Longitudinal Osteoarthritis Trials

An Automated Processing Pipeline for Diffusion MRI in the Baby Connectome Project

Automated quantitative evaluation of deep learning model for reduced gadolinium dose in contrast-enhanced brain MRI

Automated Radial Streaking Artifact Suppression with RGB-STAR

Author:Rohit Philip  Ali Bilgin  Maria Altbach  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artifacts & Corrections  

Session Name:Artifacts & Corrections Related to the Acquisition  

Program Number:3521  

Room Session:Concurrent 1  

Institution:University of Arizona  

Automated reference tissue normalization of prostate T2-weighted MRI on a large, multicenter dataset

Automated scan plane planning for multiple examination parts by modular algorithm developing method

Author:Suguru Yokosawa  Toru Shirai  Hisako Nagao  Hisaaki Ochi  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Data Processing & Software Tools  

Session Name:Data Processing for Quality & Efficiency  

Program Number:3748  

Room Session:Concurrent 1  

Institution:Hitachi, Ltd  

Automated Segmentation of Salvageable Ischemic Brain Tissue using Convolutional Neural Networks with DWI and FLAIR MRI

Automated Segmentation of the Left Atrium from 3D Late Gadolinium Enhancement Imaging using Deep Learning

Automated Surface-Based Segmentation of Deep Grey Matter Brain Regions Based Solely on Diffusion Tensor Images

Author:Graham Little  Christian Beaulieu  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Diffusion: Encoding & Estimation  

Session Name:Diffusion: Encoding & Estimation  

Program Number:2469  

Room Session:Concurrent 3  

Institution:University of Alberta  

Automatic 3D B1 field mapping using 3D printer and digital oscilloscope for gradient-free MRI system

Automatic and robust background phase correction on phase-contrast MRI using M-estimate SAmple Consensus (MSAC)

An Automatic and Subject-specific Method for Locus Coeruleus Localization and BOLD Activity Extraction

Author:Hengda He  Linbi Hong  Paul Sajda  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:fMRI Data Acquisition & Analysis  

Session Name:Task-Based Methods & Applications  

Program Number:2711  

Room Session:Concurrent 3  

Institution:Columbia University  

Automatic detection of "fat suppression-like" artifacts in brain diffusion MRI

Automatic detection of BOLD oscillations in the anesthetized brain

Author:Henriette Lambers  Lydia Wachsmuth  Ping Zheng  Cornelius Faber  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:fMRI of Animal Models  

Session Name:fMRI Using Animal Models: Methods  

Program Number:2917  

Room Session:Concurrent 3  

Institution:University Hospital Muenster  

Automatic Detection of Nyquist Ghosts in Whole-Body Diffusion Weighted MRI Using Deep Learning

Author:Alistair Lamb  Anna Barnes  Stuart Taylor  Hui Zhang  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Diffusion: Encoding & Estimation  

Session Name:Diffusion: Encoding, Estimation & Machine Learning  

Program Number:2445  

Room Session:Concurrent 3  

Institution:University College London  

Automatic Detection of Small Hepatocellular Carcinoma (=2 cm) in Cirrhotic Liver based on Pattern Matching and Deep Learning

Automatic Detection of the Neuromelanin, Substantia Nigra, Red Nucleus and Subthalamic Nucleus using a High Resolution Brain Template

Automatic determination of the regularization weighting for wavelet-based compressed sensing MRI reconstructions

Automatic extraction of reproducible semi-quantitative histological metrics for MRI-histology correlations

Automatic multilabel segmentation of large cerebral vessels from MR angiography images using deep learning

Automatic Phase Image Texture Analysis for Motion Detection in Diffusion MRI (APITA-MDD) with Adaptive Thresholding

Automatic phase order correction in challenging MR spectra

Author:Maria Yanez Lopez  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Spectroscopy: Acq/Recon/Analysis  

Session Name:Spectroscopy: Analysis/Quantification  

Program Number:2008  

Room Session:Concurrent 2  

Institution:King's College London  

Automatic Post-Processing in the Cloud Space

Author:Kevin King  

Session Type:SMRT Ed Session  

Session Date:Sunday, 16 May 2021  

Topic:SMRT: Data & Post-Processing I  

Session Name:Data & Post-Processing I  

Program Number:

Room Session:SMRT Session  

Institution:Barrow Neurological Institute  

    Automatic Post-Processing in the Cloud Space

    Author:Kevin King  

    Session Type:SMRT Ed Session  

    Session Date:Thursday, 20 May 2021  

    Topic:SMRT: Data & Post-Processing II  

    Session Name:Data & Post-Processing II  

    Program Number:

    Room Session:SMRT Session  

    Institution:Barrow Neurological Institute  

      Automatic Segmentation of Brain Lesions in the Cuprizone Mouse Model of Multiple Sclerosis

      Author:Yuki Asada  Luke Xie  Skander Jemaa  Kai Barck  Tracy Yuen  Richard Carano  Gregory Ferl  

      Session Type:Digital Poster  

      Session Date:Tuesday, 18 May 2021  

      Topic:Hot Topics in Preclinical Models of CNS Disease  

      Session Name:Preclinical Models of CNS Disease  

      Program Number:2573  

      Room Session:Concurrent 6  

      Institution:Genentech, Inc.  

      Automatic Segmentation of Diffusely Abnormal White Matter in MS Using Deep Neural Network

      Author:Refaat Gabr  Ponnada Narayana  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Multiple Sclerosis  

      Session Name:MS: White Matter & Other Structures  

      Program Number:2804  

      Room Session:Concurrent 6  

      Institution:University of Texas Health Science Center at Houston  

      Automatic segmentation of uterine endometrial cancer on MRI with convolutional neural network

      Automatic tract segmentation in the older brain

      Automatic tractography for brain tumor surgery: towards clinical application

      Automatic, Non-Regularized Nonlinear Dipole Inversion for Fast and Robust Quantitative Susceptibility Mapping