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Diffusion generative prior-based highly accelerated MR T1 mapping

Deep learning-based non-rigid motion-corrected reconstruction for whole-heart multi-dimensional joint T1/T2 imaging

Deep learning-based non-rigid motion-corrected reconstruction for whole-heart multi-dimensional joint T1/T2 imaging

Diffusion Tensor Estimation Using Model-Based Deep Learning

Author:Jialong Li  Qiqi Lu  Yanqiu Feng  Xinyuan Zhang  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0943  

Room Session:Power Pitch Theatre 1  

Institution :Southern Medical University  

Diffusion Tensor Estimation Using Model-Based Deep Learning

Author:Jialong Li  Qiqi Lu  Yanqiu Feng  Xinyuan Zhang  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0943  

Room Session:Power Pitch Theatre 1  

Institution :Southern Medical University  

Neurite orientation dispersion and density imaging-based texture features in differentiating glioblastoma from solitary brain metastasis

Prediction of MGMT Methylation Status of Gliomas Using Pre-operative MR Images: a Fully Automatic Convolutional Neural Networks Based Approach

Prediction of MGMT Methylation Status of Gliomas Using Pre-operative MR Images: a Fully Automatic Convolutional Neural Networks Based Approach

Physics-Informed Deep Learning Approach to Quantifying Magnetic Resonance Spectroscopy Data with Simultaneous Uncertainty Estimation

Physics-Informed Deep Learning Approach to Quantifying Magnetic Resonance Spectroscopy Data with Simultaneous Uncertainty Estimation

Deep-Learning Enhancement of 3D-MSI using Conventional Images as Training Targets

Author:Kevin Koch  Nikolai Mickevicius  Robin Ausman  Andrew Nencka  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0947  

Room Session:Power Pitch Theatre 1  

Institution :Medical College of Wisconsin  

Deep-Learning Enhancement of 3D-MSI using Conventional Images as Training Targets

Author:Kevin Koch  Nikolai Mickevicius  Robin Ausman  Andrew Nencka  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0947  

Room Session:Power Pitch Theatre 1  

Institution :Medical College of Wisconsin  

Optimizing the NEXI acquisition protocol for quantifying human gray matter microstructure on a clinical MRI scanner using Explainable AI

Optimizing the NEXI acquisition protocol for quantifying human gray matter microstructure on a clinical MRI scanner using Explainable AI

Impact of image resolution on brain stiffness estimation using neural network inversion

Author:Jonathan Trevathan  Jonathan Scott  Joshua Trzasko  Armando Manduca  John Huston  Richard Ehman  Matthew Murphy  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0949  

Room Session:Power Pitch Theatre 1  

Institution :Mayo Clinic  

Impact of image resolution on brain stiffness estimation using neural network inversion

Author:Jonathan Trevathan  Jonathan Scott  Joshua Trzasko  Armando Manduca  John Huston  Richard Ehman  Matthew Murphy  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0949  

Room Session:Power Pitch Theatre 1  

Institution :Mayo Clinic  

VarNet-based Simultaneous Multislice Reconstruction for Low Noise Amplification and Flexible Calibration

Author:Lifeng Mei  Celia.M. Dong  Sixing Liu  Shoujin Huang  Mengye Lyu  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0950  

Room Session:Power Pitch Theatre 1  

Institution :ShenZhen Technology University  The Hong Kong Polytechnic University  

VarNet-based Simultaneous Multislice Reconstruction for Low Noise Amplification and Flexible Calibration

Deep learning for quantitative evaluation of motion correction in dynamic contrast enhanced (DCE) MRI

Deep learning for quantitative evaluation of motion correction in dynamic contrast enhanced (DCE) MRI

FOD-Net 2.0: End-to-end FOD enhancement for low angular diffusion acquisitions using deep learning

Author:Xinyi Wang  Zihao Tang  Mariano Cabezas  Arkiev D’Souza  Fernando Calamante  Dongnan Liu  Michael Barnett  Sicong Tu  Weidong Cai  Chenyu Wang  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0952  

Room Session:Power Pitch Theatre 1  

Institution :University of Sydney  

FOD-Net 2.0: End-to-end FOD enhancement for low angular diffusion acquisitions using deep learning

MRF-mixer: a self-supervised deep learning MRF framework

Author:Yang Gao  Tianyi Ding  Martijn Cloos  Hongfu Sun  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0954  

Room Session:Power Pitch Theatre 1  

Institution :Central South University  The University of Queensland  

MRF-mixer: a self-supervised deep learning MRF framework

Author:Yang Gao  Tianyi Ding  Martijn Cloos  Hongfu Sun  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0954  

Room Session:Power Pitch Theatre 1  

Institution :Central South University  The University of Queensland  

Variation in 8 years Cartilage Loss Trajectories Based on Baseline Pain and Deep Learning-Assessed ROAMES Morphological Phenotypes

Author:Madeline Hess  Sharmila Majumdar  Valentina Pedoia  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0957  

Room Session:Power Pitch Theatre 1  

Institution :University of California San Francisco  

Variation in 8 years Cartilage Loss Trajectories Based on Baseline Pain and Deep Learning-Assessed ROAMES Morphological Phenotypes

Author:Madeline Hess  Sharmila Majumdar  Valentina Pedoia  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0957  

Room Session:Power Pitch Theatre 1  

Institution :University of California San Francisco  

Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

Diffusion-weighted signals and intrinsic optical signal share a similar contrast mechanism

Author:Nathan Williamson  Rea Ravin  Teddy Cai  Peter Basser  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: Getting the Best Out of Diffusion MRI  

Program Number:0959  

Room Session:Power Pitch Theatre 2  

Institution :NIH  Celoptics  Oxford  

Diffusion-weighted signals and intrinsic optical signal share a similar contrast mechanism

Author:Nathan Williamson  Rea Ravin  Teddy Cai  Peter Basser  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: Getting the Best Out of Diffusion MRI  

Program Number:0959  

Room Session:Power Pitch Theatre 2  

Institution :NIH  Celoptics  Oxford  

Diattenuation and retardance metrics from complete polarimetry differentiate microscale and macroscale anisotropy

Diattenuation and retardance metrics from complete polarimetry differentiate microscale and macroscale anisotropy

Automatic segmentation of cortical cytoarchitectonic domains measured with high-resolution MAP-MRI

Automatic segmentation of cortical cytoarchitectonic domains measured with high-resolution MAP-MRI

Tackling the gyral bias and bottleneck problems with hybrid diffusion-microscopy tractography in the BigMac dataset

Tackling the gyral bias and bottleneck problems with hybrid diffusion-microscopy tractography in the BigMac dataset

Characterization of normal appearing white matter in Multiple Sclerosis with diffusion MRI using signal representations and model parameters

Author:Ying Liao  Santiago Coelho  Jenny Chen  Dmitry Novikov  Els Fieremans  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: Getting the Best Out of Diffusion MRI  

Program Number:0964  

Room Session:Power Pitch Theatre 2  

Institution :NYU School of Medicine  

Characterization of normal appearing white matter in Multiple Sclerosis with diffusion MRI using signal representations and model parameters

Author:Ying Liao  Santiago Coelho  Jenny Chen  Dmitry Novikov  Els Fieremans  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: Getting the Best Out of Diffusion MRI  

Program Number:0964  

Room Session:Power Pitch Theatre 2  

Institution :NYU School of Medicine  

Age-related regional patterns in cerebral microstructure revealed using mean apparent propagator (MAP) MRI

Age-related regional patterns in cerebral microstructure revealed using mean apparent propagator (MAP) MRI

Permeability mapping in stroke via diffusion Standard Model with Exchange and S/V measurements from high-frequency OGSE