Browse All

Current Filters

CLEAR FILTER x

TITLE

AI-based Computer-Aided System for Cardiovascular Disease Evaluation (AI-CASCADE) for carotid tissue quantification

Author:Yin Guo  Li Chen  Dongxiang Xu  Rui Li  Xihai Zhao  Thomas Hatsukami  Chun Yuan  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2666  

Room Session:Concurrent 2  

Institution:Tsinghua University  University of Washington  

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

Author:Suvai Gunasekaran  Julia Hwang  Daming Shen  Aggelos Katsaggelos  Mohammed Elbaz  Rod Passman  Daniel Kim  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2669  

Room Session:Concurrent 2  

Institution:Northwestern University  Northwestern University, Feinberg School of Medicine  

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

Author:Félix Dumais  Marco Perez Caceres  Noémie Arès-Bruneau  Christian Bocti  Kevin Whittingstall  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2662  

Room Session:Concurrent 2  

Institution:Université de Sherbrooke  CIUSSS de l’Estrie-CHUS  CHUS  

Cardiac metabolism assessed by MR Spectroscopy to classify the diabetic and obese heart: a Random Forest and Bayesian network study

Author:Ina Hanninger  Eylem Levelt  Jennifer Rayner  Christopher Rodgers  Stefan Neubauer  Vicente Grau  Oliver Rider  Ladislav Valkovic  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2671  

Room Session:Concurrent 2  

Institution:Oxford Institute of Biomedical Engineering  University of Oxford Centre for Clinical Magnetic Resonance Research  Institute of Measurement Science  University of Leeds  Wolfson Brain Imaging Centre  

Cardiac MRI feature tracking by deep learning from DENSE data

Author:Yu Wang  Sona Ghadimi  Changyu Sun  Frederick Epstein  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2656  

Room Session:Concurrent 2  

Institution:University of Virginia  

Deep Learning-Based ESPIRiT Reconstruction for Accelerated 2D Phase Contrast MRI: Analysis of the Impactof Reconstruction Induced Phase Errors

Author:Matthew Middione  Julio Oscanoa  Michael Loecher  Christopher Sandino  Shreyas Vasanawala  Daniel Ennis  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2658  

Room Session:Concurrent 2  

Institution:Stanford University  

Deep learning-based reconstruction for 3D coronary MR angiography with a 3D variational neural network (3D-VNN)

Author:Ioannis Valasakis  Haikun Qi  Kerstin Hammernik  Gastao Cruz  Daniel Rueckert  Claudia Prieto  Rene Botnar  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2660  

Room Session:Concurrent 2  

Institution:Imperial College London  King's College London  Technical University of Munich  

Differentiation between cardiac amyloidosis and hypertrophic cardiomyopathy by texture analysis of T2-weighted CMR imaging

Author:Shan Huang  Yuan Li  Ke Shi  Yi Zhang  Ying-kun Guo  Zhi-gang Yang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2672  

Room Session:Concurrent 2  

Institution:West China Hospital  West China Second University Hospital  

End-to-end Motion Corrected Reconstruction using Deep Learning for Accelerated Free-breathing Cardiac MRI

Author:Haikun Qi  Gastao Cruz  Thomas Kuestner  Karl Kunze  Radhouene Neji  René Botnar  Claudia Prieto  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2653  

Room Session:Concurrent 2  

Institution:King's College London  Siemens Healthcare Limited  

Evaluation of a Deep Learning reconstruction framework for three-dimensional cardiac imaging

Author:Gaspar Delso  Marc Lebel  Suryanarayanan Kaushik  Graeme McKinnon  Paz Garre  Pere Pujol  Daniel Lorenzatti  José Ortiz  Susanna Prat  Adelina Doltra  Rosario Perea  Teresa Caralt  Lluis Mont  Marta Sitges  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2668  

Room Session:Concurrent 2  

Institution:GE Healthcare  Hospital Clínic de Barcelona  

Exploring feature space of MR vessel images with limited data annotations through metric learning and episodic training

Author:Kaiyue Tao  Li Chen  Niranjan Balu  Gador Canton  Wenjin Liu  Thomas Hatsukami  Chun Yuan  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2659  

Room Session:Concurrent 2  

Institution:University of Science and Technology of China  University of Washington  

Fully Automated Myocardium Strain Analysis using Deep Learning

Author:Xiao Chen  Masoud Edalati  Qi Liu  Xingxian Shou  Abhishek Sharma  Mary Watkins  Daniel Lenihan  Linzhi Hu  Gregory Lanza  Terrence Chen  Shanhui Sun  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2657  

Room Session:Concurrent 2  

Institution:UIH America, Inc.  United Imaging Intelligence  Washington University School of Medicine  

Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning

Author:Maria Monzon  Seung Su Yoon  Carola Fischer  Andreas Maier  Jens Wetzl  Daniel Giese  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2664  

Room Session:Concurrent 2  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg  Magnetic Resonance, Siemens Healthcare GmbH  

Generalizability and Robustness of an Automated Deep Learning System for Cardiac MRI Plane Prescription

Author:Kevin Blansit  Tara Retson  Naeim Bahrami  Phillip Young  Christopher Francois  Lewis Hahn  Michael Horowitz  Seth Kligerman  Albert Hsiao  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2661  

Room Session:Concurrent 2  

Institution:GE Healthcare  Mayo Clinic  UC San Diego  Mayo  

Improvingautomated aneurysm detection on multi-site MRA data: lessons learnt from a public machine learning challenge

Author:Tommaso Di Noto  Guillaume Marie  Sebastien Tourbier  Yasser Alemán-Gómez  Oscar Esteban  Guillaume Saliou  Meritxell Bach Cuadra  Patric Hagmann  Jonas Richiardi  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2655  

Room Session:Concurrent 2  

Institution:Lausanne University Hospital and University of Lausanne  Center for Psychiatric Neuroscience, Lausanne University Hospital and University of Lausanne  Medical Image Analysis Laboratory (MIAL), Centre d’Imagerie BioMédicale (CIBM)  

Intracranial aneurysm segmentation using a deep convolutional neural network

Author:Miaoqi Zhang  Qingchu Jin  Mingzhu Fu  Hanyu Wei  Rui Li  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2665  

Room Session:Concurrent 2  

Institution:Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University  Johns Hopkins University  

Myocardial T2-weighted black-blood imaging with a deep learning constrained Compressed SENSE reconstruction

Author:KOHEI YUDA  Takashige Yoshida  Yuki Furukawa  Masami Yoneyama  Jihun Kwon  Nobuo Kawauchi  Johannes M. Peeters  Marc Van Cauteren  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2667  

Room Session:Concurrent 2  

Institution:Philips Healthcare, Best, Netherlands  Philips Japan, Tokyo, Japan  Tokyo Metropolitan Police Hospital  

Probing the Feasibility and Performance of Super-Resolution Head and Neck MRA Using Deep Machine Learning

Author:Ioannis Koktzoglou  Rong Huang  William Ankenbrandt  Matthew Walker  Robert Edelman  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2663  

Room Session:Concurrent 2  

Institution:Northshore University HealthSystem  Northwestern University Feinberg School of Medicine  University of Chicago Pritzker School of Medicine  

Reduction of contrast agent dose in cardiovascular MR angiography using deep learning

Author:Javier Montalt-Tordera  Michael Quail  Jennifer Steeden  Vivek Muthurangu  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2654  

Room Session:Concurrent 2  

Institution:University College London  

Respiratory motion in DENSE MRI: Introduction of a new motion model and use of deep learning for motion correction

Author:Mohamad Abdi  Daniel Weller  Frederick Epstein  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2670  

Room Session:Concurrent 2  

Institution:University of Virginia