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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