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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  

Combined Parkinsons Disease Related Patterns using ASL MRI and FDG PET

Author:Yu Zeng  Zizhao Ju  Weiying Dai  Yong Zhang  David Alsop  Chuantao Zuo  Li Zhao  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2910  

Room Session:Exhibition Halls D/E  

Institution :College of Biomedical Engineering & Instrument Science, Zhejiang University  Department of Computer Science, State University of New York at Binghamton  GE Healthcare  PET Center & National Center for Neurological Disorders & National Clinical Research Ce  

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

Author:Jason Barrett  Haomiao Meng  Zongpai Zhang  Song Chen  Li Zhao  David Alsop  Xingye Qiao  Weiying Dai  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2911  

Room Session:Exhibition Halls D/E  

Institution :Beth Israel Deaconess Medical Center and Harvard Medical School  Binghamton University  

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

Author:Yang Chen  Zhehao Hu  Jiayu Xiao  Mark Shiroishi  Wensha Yang  Debiao Li  Anthony Christodoulou  Zhaoyang Fan  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2912  

Room Session:Exhibition Halls D/E  

Institution :Cedars-Sinai Medical Center  Keck School of Medicine, University of Southern California  University of Southern California  

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

Author:Alberto Di Biase  Shuang Liu  Masaki Sekino  Pablo Irarrázabal  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2913  

Room Session:Exhibition Halls D/E  

Institution :Pontificia Universidad Católica de Chile  University of Tokyo  

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  

MRI evidence for reduced human brain oxygen metabolism during midazolam sedation

Author:Hannah Chandler  Ian Driver  Sharmila Khot  Zoltán Auer  Murthy Varanasi  Neeraj Saxena  Michael Germuska  Richard Wise  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2918  

Room Session:Exhibition Halls D/E  

Institution :Cardiff University  Cwm Taf Morgannwg University Health Board  University “G. d'Annunzio” of Chieti-Pescara  G. d’Annunzio University’ of Chieti-Pescara  

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

Author:Chi Zhang  Davide Piccini  Omer Burak Demirel  Gabriele Bonanno  Steen Moeller  Burhaneddin Yaman  Matthias Stuber  Mehmet Akçakaya  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2920  

Room Session:Exhibition Halls D/E  

Institution :Lausanne University Hospital and University of Lausanne  Siemens Healthineers International  University of Minnesota  Center for Biomedical Imaging  

Greedy Learning for Memory-Efficient Self-Supervised MRI Reconstruction

Author:Arushi Gupta  Batu Ozturkler  Arda Sahiner  Tolga Ergen  Arjun Desai  Shreyas Vasanawala  John Pauly  Morteza Mardani  Mert Pilanci  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2921  

Room Session:Exhibition Halls D/E  

Institution :California Institute of Technology  Stanford University  

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

Author:Ilias Giannakopoulos  Patricia Johnson  Riccardo Lattanzi  Matthew Muckley  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2923  

Room Session:Exhibition Halls D/E  

Institution :Meta  New York University Grossman School of Medicine  

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)

Author:Parna Eshraghi Boroojeni  Wejie Gan  Jiaming Liu  Yuyang Hu  Yasheng Chen  Paul Commean  Cihat Eldeniz  Tongyao Wang  Gary Skolnick  Corinne Merrill  Kamlesh Patel  Hongyu An  Ulugbek Kamilov  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2925  

Room Session:Exhibition Halls D/E  

Institution :Washington University in Saint Louis  

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

Author:Aniket Pramanik  Sampada Bhave  Saurav Sajib  Samir Sharma  Mathews Jacob  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2927  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Research USA  University of Iowa  

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

Author:Peizhou Huang  Hongyu Li  Ruiying Liu  Xiaoliang Zhang  Xiaojuan Li  Dong Liang  Leslie Ying  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2933  

Room Session:Exhibition Halls D/E  

Institution :Cleveland Clinic  SIAT CAS  State University of New York at Buffalo  

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

Author:Mamata Shrestha  Nian Wang  Ukash Nakarmi  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2934  

Room Session:Exhibition Halls D/E  

Institution :Indiana University School of Medicine  University of Arkansas  Stark Neurosciences Research Institute  

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  

Self-Supervised MR Image Reconstruction with Stage-by-Stage Data Refinement

Author:Xue Liu  Cheng Li  Yu Zhang  Haoran Li  Yeqi Wang  Hairong Zheng  Shanshan Wang  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2937  

Room Session:Exhibition Halls D/E  

Institution :Shenzhen institutes of advanced technology, Chinese Academy of Sciences  Peng Cheng Laboratory  Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People’s Hospital, Guangdong Aca  

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

Author:Melanie Leguizamon  Colin McKnight  Jarrod Eisma  Alex Song  Jason Elenberger  Daniel Claassen  Manus Donahue  Kilian Hett  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2940  

Room Session:Exhibition Halls D/E  

Institution :Vanderbilt University Medical Center  

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

Author:Zifei Liang  Patryk Filipiak  Steven Baete  Yulin Ge  Leslie Ying  Jiangyang Zhang  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2941  

Room Session:Exhibition Halls D/E  

Institution :NYU Langone Health  the State University of New York  

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  

Association of neuroanatomical changes with neuropsychological changes in Treated Adult HIV-Positive Patients

Author:Ajin Joy  Rajakumar Nagarajan  Eric Daar  Jhelum Paul  Santosh Yadav  Mario Guerrera  Paul M. Macey  M. Albert Thomas  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2944  

Room Session:Exhibition Halls D/E  

Institution :Johns Hopkins University  Lundquist Institute at Harbor-UCLA Medical Center  University of California, Los Angeles  

The effects of brain diffusion MRI preprocessing pipelines in a clinical study of neurodegenerative disease

Author:Kouhei Kamiya  Sayori Hanashiro  Osamu Kano  Koji Kamagata  Masaaki Hori  Shigeki Aoki  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2945  

Room Session:Exhibition Halls D/E  

Institution :Juntendo University, Faculty of Medicine  Toho University, Faculty of Medicine  

Generative diffusion model for DSC MRI artifact correction

Author:Muhammad Asaduddin  Eung Yeop Kim  Sung-Hong Park  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2946  

Room Session:Exhibition Halls D/E  

Institution :Korea Advanced Institute of Science and Technology  Samsung Medical Center, Sungkyunkwan University College of Medicine  

Image distortion correction for diffusion MRI using U-Net and Transformer

Author:Tsuyoshi Ueyama  Erika Takahashi  Naoto Fujita  Yuichi Suzuki  Hideyuki Iwanaga  Osamu Abe  Yasuhiko Terada  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2947  

Room Session:Exhibition Halls D/E  

Institution :The University of Tokyo Hospital  University of Tsukuba  Stanford University  

MP-PCA image denoising technique for high resolution quantitative susceptibility mapping (QSM) of the human brain in vivo

Author:Liad Doniza  Neta Stern  Dvir Radunsky  Coral Helft  Patrick Fuchs  Anita Karsa  Karin Shmueli  Noam Ben-Eliezer  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2948  

Room Session:Exhibition Halls D/E  

Institution :Tel Aviv University  Tel-Aviv University  University College London  New-York University Langone Medical Center  

Manifold Learning and Dimensionality Estimation for the Human Functional Connectome

Author:Javier Gonzalez-Castillo  Isabel Fernandez  Daniel Handwerker  Ka-Chun Lam  Francisco Pereira  Peter Bandettini  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2949  

Room Session:Exhibition Halls D/E  

Institution :NIMH  

Realizing a robust multi-task training strategy with deep learning: application in Spine MR image quality assessment

Author:Deepa Anand  Dattesh Shanbhag  Chitresh Bhushan  Uday Patil  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2950  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcaer  GE Healthcare  

Respiratory Motion Artifact Simulation for DL application in Cardiac MR Image Quality Assessment

Author:Sina Amirrajab  Yasmina Al Khalil  Josien Pluim  Marcel Breeuwer  Cian Scannell  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2951  

Room Session:Exhibition Halls D/E  

Institution :Eindhoven University of Technology  Philips Healthcare  

Deep Learning based prediction of the planes for automated planning of MRI imaging of cervical neural foramina and lumbar pars interarticularis

Author:Chitresh Bhushan  Dattesh Shanbhag  Uday Patil  Trevor Kolupar  Maggie Fung  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2952  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  GE Research  

Deep learning-based saturation band placement in spine localizer images

Author:Ashish Saxena  Chitresh Bhushan  Soumya Ghose  Patil Uday  Kameswari Padmanabhan  Sanjay NT  Dattesh Shanbhag  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2953  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  GE Research  

Within Patient Contrast Adjustment Through a Self-Consistent Deep Learning Model when Imaging Near Metal: An Example in Angiography

Author:Kevin Koch  Andrew Nencka  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2954  

Room Session:Exhibition Halls D/E  

Institution :Medical College of Wisconsin  

Real-time style transfer for quantitative susceptibility mapping using unsupervised learning

Author:Zhuang Xiong  Yang Gao  Hongfu Sun  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2955  

Room Session:Exhibition Halls D/E  

Institution :Central South University  The University of Queensland  

CloudBrain-LabelAI: An Online Intelligent Medical Imaging Annotation and Training Platform

Author:Bangjun Chen  Jian Wang  Yirong Zhou  Yu Hu  Shuxian Niu  Biao Qu  Di Guo  Jingjing Xu  Jiyang Dong  Xiaobo Qu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2956  

Room Session:Exhibition Halls D/E  

Institution :Biomedical Intelligent Cloud R&D Center, Department of Electronic Science, National Institute for Data Science in Health and Medicine, Xiamen University  Department of Instrumental and Electrical Engineering, Xiamen University  School of Computer and Info  

Self-contained comprehensive quantification of dynamic contrast-enhanced MRI using physics+kinetics-based network learning (PKNet)

Author:Soudabeh Kargar  Ouri Cohen  Sungmin Woo  Hebert Vargas  Ricardo Otazo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2957  

Room Session:Exhibition Halls D/E  

Institution :MSKCC  

Predicting the Risk of Non-Saccular Aneurysms Based on the Dynamic Contrast-Enhanced Magnetic Resonance Imaging

Author:Yan Li  Ziming Xu  Linggen Dong  Yajie Wang  Peng Liu  Ming Lv  Huijun Chen  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2958  

Room Session:Exhibition Halls D/E  

Institution :Center for Biomedical Imaging Research, Tsinghua University  Department of Neurosurgery, Beijing Tiantan Hospital, Beijing Neurosurgical Institute, Capital Medical University