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Explainable artificial intelligence for automatic detection of early nasopharyngeal carcinoma on MRI

Author:Lun Wong  Qi-Yong Ai  Tiffany Y So  Jacky WK Lam  Ann King  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0979  

Room Session:701B  

Institution :The Chinese University of Hong Kong  The Hong Kong Polytechnic University  

Deep Learning-Based Automatic Pipeline for 3D Needle Localization on Intra-Procedural 3D MRI

Author:Wenqi Zhou  Xinzhou Li  Fatemeh Zabihollahy  David Lu  Holden Wu  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0980  

Room Session:701B  

Institution :UCLA  

Intelligent Slice Placement for Oblique Coronal ACL plane prescription for Knee MRI using Deep Learning

Author:Apoorva Agarwal  Chitresh Bhushan  Desmond T.B. Yeo  Thomas Foo  Dawei Gui  Deepa Anand  Maggie Fung  Trevor Kolupar  Tisha Abraham  Sanjay NT  Kameswari Padmanabhan  Uday Patil  Dattesh Shanbhag  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0981  

Room Session:701B  

Institution :GE Global Research  GE Healthcare  

Physics-informed Deep Diffusion MRI Reconstruction: Break the Data Bottleneck in Artificial Intelligence

Author:Chen Qian  Yiting Sun  Zi Wang  Xinlin Zhang  Qinrui Cai  Taishan Kang  Boyu Jiang  Ran Tao  Zhigang Wu  Di Guo  Xiaobo Qu  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0982  

Room Session:701B  

Institution :Department of Electronic Science, Biomedical Intelligent Cloud R&D Center, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, National Institute for Data Science in Health and Medicine, Xiamen University  Department of Radiology, Zhongshan  

Ex-vivo microbleed detection in community-based older adults using confidence aware learning

Author:Grant Nikseresht  Arnold Evia  David Bennett  Julie Schneider  Gady Agam  Konstantinos Arfanakis  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0983  

Room Session:701B  

Institution :Illinois Institute of Technology  Rush University Medical Center  

Model-Assisted Deep Learning-Based Reconstruction: Does the Model Help?

Author:Yue Guan  Yudu Li  Ruihao Liu  Ziyu Meng  Yao Li  Yiping Du  Zhi-Pei Liang  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0984  

Room Session:701B  

Institution :Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign  Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign  Institute for Medical Imaging Technology, School of Biomedica  

Pharmacokinetic Parameters Distribution Estimation with Normalizing Flow in Dynamic Contrast-Enhanced Magnetic Resonance Imaging

Author:Ke Fang  Zejun Wang  Zhaowei Cheng  Bao Wang  Xinyu Jin  Yingchao Liu  Ruiliang Bai  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0985  

Room Session:701B  

Institution :Provincial Hospital Affiliated to Shandong First Medical University  Qilu Hospital of Shandong University  Zhejiang University  

A novel deep multimodal contrastive network for early prediction of cognitive deficits using multimodal MRI and clinical data

Author:Zhiyuan Li  Hailong Li  Nehal Parikh  Jonathan Dillman  Anca Ralescu  Lili He  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0986  

Room Session:701B  

Institution :Cincinnati Children's Hospital Medical Center  University of Cincinnati  

Refining synthetic training data improves image quality transfer for ultra-low-field structural brain MRI

Author:Lisa Ronan  Sean Deoni  Muriel Bruchhage  Godwin Ogbole  Matteo Figini  Ikeoluwa Lagunju  Felice D'Arco  Helen Cross  Delmiro Fernandez-Reyes  James Cole  Daniel Alexander  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0987  

Room Session:701B  

Institution :Gates Foundation  Great Ormand Street Hospital for Children  University College London  University of Ibadan  University of Stavanger  

Constructing age-specific MRI brain templates based on a uniform healthy population across life span with transformer

Author:Chenghao Zhang  Mikhail Morgan  Yanting Yang  Ye Tian  Jia Guo  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0988  

Room Session:701B  

Institution :Columbia University  

GUIDE: a framework for microstructure imaging via generalized uncertainty-driven inference using deep learning

Author:Maëliss Jallais  Marco Palombo  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0989  

Room Session:701B  

Institution :Cardiff University  

MRI reconstruction via Data-Driven Markov Chains with Joint Uncertainty Estimation: Extended Analysis

Author:Guanxiong Luo  Martin Heide  Moritz Blumenthal  Martin Uecker  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0990  

Room Session:701B  

Institution :University Medical Center Göttingen  Institute of Biomedical Imaging, Graz University of Technology  German Centre for Cardiovascular Research (DZHK), Partner Site Göttingen  Cluster of Excellence "Multiscale Bioimaging: from Molecular Machines to Network  

Robust Electromagnetic Interference (EMI) Elimination for RF Shielding-Free MRI via Active EMI Sensing and Deep Learning MRI Signal Prediction

Author:Yujiao Zhao  Jiahao Hu  Vick Lau  Linfang Xiao  Alex T. L. Leong  Ed X. Wu  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0991  

Room Session:701B  

Institution :the University of Hong Kong  

Active dictionary learning: fast and adaptive parameter mapping for dynamic MRI

Author:Hongjun An  Jiye Kim  Jongho Lee  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0992  

Room Session:701B  

Institution :Seoul national university  

Quantitative MRI Interpretable 100D Feature Space of Knee Osteoarthritis

Author:Gabrielle Hoyer  Kenneth Gao  Jinhee Lee  Johanna Luitjens  Felix Gassert  Sharmila Majumdar  Valentina Pedoia  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0993  

Room Session:701B  

Institution :University of California, San Francisco  University of California Berkeley