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Different multiparametric MRI-based radiomics models for differentiating stage IA endometrial cancer from benign endometrial lesions: A multicenter study

Author:Qiu Bi  Kunhua Wu  Yunzhu Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Radiomics  

Program Number:2894  

Room Session:Exhibition Halls D/E  

Institution :Siemens Healthcare  the First People’s Hospital of Yunnan Province  

nnFAE: An Extended Module for FeAture Explorer (FAE) for Radiomic Feature Processing

Author:Yang Song  Chengxiu Zhang  Jing Zhang  Shaoyu Wang  Xu Yan  Yefeng Yao  Guang Yang  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Radiomics  

Program Number:2895  

Room Session:Exhibition Halls D/E  

Institution :East China Normal University  Siemens Healthcare  

Application of radiomics approach on predicting freezing of gait in Parkinsons disease based on rs-fMRI indices

Author:Miaoran Guo  Hu Liu  Guoguang Fan  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Radiomics  

Program Number:2896  

Room Session:Exhibition Halls D/E  

Institution :The First Hospital of China Medical University  

Prediction of Genomic Signature of Prostate Lesion Radiosensitivity by mpMRI Radiomics and Machine Learning

Six-fold enhancement in spatial-resolution of Pseudo-Continuous Arterial Spin Labeling Perfusion Mapping using a Cryogenic Coil at 9.4T

Subject-Specific Circular Artifacts in ASL Perfusion Imaging with 3D Stack-of-Spirals FSE Readout

Author:Yichen Hu  Junpu Hu  Zhongqi Zhang  Hui Liu  Qi Liu  Yongquan Ye  Jian Xu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2902  

Room Session:Exhibition Halls D/E  

Institution :United Imaging  

Deep Learning-denoised Isotropic 2mm Whole Brain pseudo-Continuous Arterial Spin Labeling at 7T

Author:Chenyang Zhao  Qinyang Shou  Xingfeng Shao  Danny Wang  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2903  

Room Session:Exhibition Halls D/E  

Institution :University of Southern California  

Increasing temporal SNR, sharpness, specificity, and sensitivity of ASLfMRI using the partial separability model

Author:Charles Marchini  Brad Sutton  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2904  

Room Session:Exhibition Halls D/E  

Institution :University of Illinois Urbana-Champaign  

Accelerated Brain ASL using 3D Gradient and Spin-Echo pseudo-Continuous ASL (GraSE-pCASL) with Compressed SENSE.

A novel Fourier-based perspective to analyze and compensate for corruption in arterial spin labeling MRI

Author:Seon-Ha Hwang  Sung-Hong Park  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2909  

Room Session:Exhibition Halls D/E  

Institution :Korea Advanced Institute of Science and Technology  

Identifying Brain Resting-state Networks from Arterial Spin Labeling with Spectral Clustering

MT-DICE for Simultaneous Quantification of Perfusion, Permeability, and Susceptibility

Intensity-based Deep Learning for SPION concentration estimation in MR imaging

Resolution Dependency Study of Cerebral Blood Volume and Vessel Size Index

Author:Yelim Gong  DongKyu Lee  HyungJoon Cho  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2914  

Room Session:Exhibition Halls D/E  

Institution :UNIST  

3D Artificial Cerebral Blood Volume Generation from T1W Structural MRI

Author:Vishwanatha Rao  Scott Small  Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2915  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  Columbia University Medical Center  

Comparison of Blood Flow Measurement of Posterior Cerebral Circulation at Vertebral and Basilar Arteries Using Phase Contrast MRI

Author:Feng Xu  Qin Qin  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2916  

Room Session:Exhibition Halls D/E  

Institution :Johns Hopkins University  Kennedy Krieger Institute  

Visualization of Collateral Vessels in 4D TRANCE MR Angiography Compaired with 3D TOF in Moyamoya Disease

Author:Zhihua Chen  Kaiyin Liang  Yongkun Lan  Wen Zhou  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2917  

Room Session:Exhibition Halls D/E  

Institution :PEKING UNIVESITY SHENZHENG HOSPITAL  

DC-Swin: Deep Cascade of Swin Transformer with Sensitivity Map for Parallel MRI Reconstruction

Author:Naoto Fujita  Yasuhiko Terada  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2919  

Room Session:Exhibition Halls D/E  

Institution :University of Tsukuba  

2.5D Networks for Physics-Guided Deep Learning Reconstruction of 3D Non-Cartesian MRI from Limited Training Data

Greedy Learning for Memory-Efficient Self-Supervised MRI Reconstruction

High Resolution MR Reconstruction with Functionally Separate Neural Networks

Author:Hideaki Kutsuna  Shun Uematsu  Kensuke Shinoda  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2922  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Systems Corporation  

Improving variational network based 2D MRI reconstruction via feature-space data consistency

Accelerate Single-Channel 3D MRI through Undersampling and Deep Neural Network Reconstruction

Author:Christopher Man  Vick Lau  Jiahao Hu  Junhao Zhang  Linfang Xiao  Ed Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2924  

Room Session:Exhibition Halls D/E  

Institution :the University of Hong Kong  

Deep Unfolding MR reconstruction - weighting the k-space sampling Density in training Loss (wkDeLo)

A Regularized Conditional GAN for Posterior Sampling in MR Image Reconstruction

Author:Matthew Bendel  Rizwan Ahmad  Philip Schniter  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2926  

Room Session:Exhibition Halls D/E  

Institution :The Ohio State University  

Acquisition Adaptive Unrolled Deep Learning Framework for Parallel MRI

Posterior Sampling for Accelerated Multicoil MRI Reconstruction using a Conditional Normalizing Flow

Author:Jeffrey Wen  Rizwan Ahmad  Philip Schniter  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2928  

Room Session:Exhibition Halls D/E  

Institution :The Ohio State University  

MixRecon: A neural network mixing CNN and Transformer utilizes hybrid representations of image features for Accelerated MRI Reconstruction

Author:Hongjian Kang  Liping Zhang  Weitian Chen  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2929  

Room Session:Exhibition Halls D/E  

Institution :The Chinese University of Hong Kong  

Model-based neural ODE network for parallel MRI reconstruction

Author:Jun-Hyeok Lee  Gawon Lee  Se-Hong Oh  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2930  

Room Session:Exhibition Halls D/E  

Institution :Hankuk University of Foreign Studies  

Multicoil Deep Equilibrium MRI Reconstruction

Author:Muntasir Shamim  Chenwei Tang  Leonardo Rivera  Kevin Johnson  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2931  

Room Session:Exhibition Halls D/E  

Institution :University of Wisconsin Madison  

Recovery with self-calibrated denoisers from multiple undersampled images (ReSiDe-M)

Author:Sizhuo Liu  Philip Schniter  Rizwan Ahmad  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2932  

Room Session:Exhibition Halls D/E  

Institution :The Ohio State University  

Accelerating MRI Using Vision Transformer with Unpaired Unsupervised Training

On Training Model Bias of Deep Learning based Super-resolution Frameworks for Magnetic Resonance Imaging

Deep Learning-based MRI Reconstruction with Artificial Fourier Transform(AFT)-Net

Author:Yanting Yang  Andrew F. Laine  Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2935  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

When System Model meets Image Prior: An Unsupervised Deep Learning Architecture for Accelerated Magnetic Resonance Imaging

Author:Ibsa Jalata  Ukash Nakarmi  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2936  

Room Session:Exhibition Halls D/E  

Institution :University of Arkansas  

Accelerated MRI Reconstruction Using a Lightweight Recurrent Transformer: ReconFormer

Author:Pengfei Guo  Yiqun Mei  Jinyuan Zhou  Shanshan Jiang  Vishal Patel  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2938  

Room Session:Exhibition Halls D/E  

Institution :Johns Hopkins University  

Through-plane Super-resolution of Prostate MRI Using Diffusion Models

Author:Kai Zhao  Jiahao Lin  Kyung Hyun Sung  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2939  

Room Session:Exhibition Halls D/E  

Institution :University of California, Los Angeles  

Deep learning of 3D T2-weighted MRI provides support for arachnoid granulation hypertrophy in patients with Parkinsons disease

Deep learning improves the estimation of fiber orientation distribution for tractography in the human

Automated hybrid approach to diagnose Parkinson's disease via deep learning and radiomics

Author:Hongyi Chen  Xueling Liu  Yuxin Li  Puyeh Wu  Daoying Geng  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2942  

Room Session:Exhibition Halls D/E  

Institution :Fudan University  GE Healthcare  

Biophysical model estimation of white matter using machine learning combined dictionary-based non-negative linear least square optimization

Author:Hesam Abdolmotalleby  Merry Mani  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2943  

Room Session:Exhibition Halls D/E  

Institution :University of Iowa