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Deep learning-based automated scan planning for brain MRI

Author:Gaojie Zhu  Xiongjie Shen  Hua Guo  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Empowered Image Planning, Quantification & Modeling  

Program Number:1231  

Room Session:Hall 606  

Institution:Anke High-tech Co., Ltd  Center for Biomedical Imaging Research  

The Effect of Deep Learning on Radiomic Imaging Features: A Phantom Study

Author:Edward Peake  Joao Duarte  Andrew Priest  Martin Graves  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Empowered Image Planning, Quantification & Modeling  

Program Number:1234  

Room Session:Hall 606  

Institution:Cambridge University Hospital  University of Cambridge  

Image2Flow: Fast Calculation of Pulmonary Artery Flow Fields from 3D Cardiac MRI Using Graph Convolutional Neural Networks

Author:Tina Yao  Endrit Pajaziti  Michael Quail  Jennifer Steeden  Vivek Muthurangu  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Empowered Image Planning, Quantification & Modeling  

Program Number:1237  

Room Session:Hall 606  

Institution:University College London  

Integrated Multi-label 3D Deep Learning Multi-task Model for Intelligent MR Spine Scan Planning

Author:Ashish Saxena  Chitresh Bhushan  Saumya Ghose  Uday Patil  Dattesh Shanbhag  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Empowered Image Planning, Quantification & Modeling  

Program Number:1230  

Room Session:Hall 606  

Institution:GE HealthCare  

Introduction

Author:Li Feng  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Empowered Image Planning, Quantification & Modeling  

Program Number:

Room Session:Hall 606  

Institution:New York University Grossman School of Medicine  

    Physics-informed and uncertainty-aware deep learning approach for liver PDFF quantification

    Author:Juan Meneses  Cristobal Arrieta  Pablo Irarrazaval  Marcelo Andia  Carlos Sing Long  Juan Gana  Jose Galgani  Cristian Tejos  Sergio Uribe  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Empowered Image Planning, Quantification & Modeling  

    Program Number:1235  

    Room Session:Hall 606  

    Institution:Monash University  Pontificia Universidad Catolica de Chile  Universidad Alberto Hurtado  i-Health Millennium Institute for Intelligent Healthcare Engineering  

    Prediction of Low Quality ADC Maps from T2 Scans

    Author:Jeffrey Brender  Mitsuki Ota  Murali Krishna  Joshua Ford  Peter Choyke  Ismail Turkbey  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Empowered Image Planning, Quantification & Modeling  

    Program Number:1236  

    Room Session:Hall 606  

    Institution:NCI/NIH  

    Rapid Reconstruction of Infant Cortical Surfaces with Spherical Topology

    Author:Xiaoyang Chen  Junjie Zhao  Siyuan Liu  Sahar Ahmad  Pew-Thian Yap  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Empowered Image Planning, Quantification & Modeling  

    Program Number:1238  

    Room Session:Hall 606  

    Institution:Dalian Maritime Time University  University of North Carolina at Chapel Hill  

    RNN-aided metabolite quantification from incomplete FIDs in 1H-MRS of the brain

    Author:Eunho Jeong  Joon Jang  Hyeonjin Kim  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Empowered Image Planning, Quantification & Modeling  

    Program Number:1233  

    Room Session:Hall 606  

    Institution:Seoul National University College of Medicine  Seoul National University Graduate School of Convergence Science and Technology  Seoul National University Hospital  

    Transfer learning for non-parametric prediction of joint distributions of g-ratios and axon diameters from MRI

    Author:Gustavo Chau Loo Kung  Emmanuelle Weber  Ankita Batra  Lijun Ni  Michael Zeineh  Juliet Knowles  Jennifer McNab  

    Session Type:Oral  

    Session Date:Thursday, 09 May 2024  

    Session Name:AI-Empowered Image Planning, Quantification & Modeling  

    Program Number:1232  

    Room Session:Hall 606  

    Institution:Stanford University