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AI-based Computer-Aided System for Cardiovascular Disease Evaluation (AI-CASCADE) for carotid tissue quantification

Author:Yin Guo  Li Chen  Dongxiang Xu  Rui Li  Xihai Zhao  Thomas Hatsukami  Chun Yuan  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2666  

Room Session:Concurrent 2  

Institution:Tsinghua University  University of Washington  

Artifact Correction in dMRI

Author:Hua Guo  

Session Type:Weekend Course  

Session Date:Sunday, 16 May 2021  

Topic:MRI Artifact & Correction Strategies  

Session Name:MRI Artifact & Correction Strategies  

Program Number:

Room Session:Concurrent 4  

Institution:Tsinghua University  

    Calibrationless Parallel Imaging Reconstruction for Simultaneous Multi-slice PROPELLER of Upper Abdomen

    Author:Yilong Liu  Kun Zhou  Dehe Weng  Hua Guo  Ed X. Wu  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:Constrained & Model-Based Reconstructions  

    Session Name:Parallel Imaging Reconstruction  

    Program Number:1153  

    Room Session:Concurrent 1  

    Institution:Siemens Shenzhen Magnetic Resonance Ltd  The University of Hong Kong  Tsinghua University  

    Cascaded U-net with Deformable Convolution for Dynamic Magnetic Resonance Imaging

    Author:Zhehong Zhang  Yuze Li  Huijun Chen  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning for Image Reconstruction  

    Program Number:1947  

    Room Session:Concurrent 1  

    Institution:Tsinghua University  

    Comparison of Traditional fSNAP and 3D FuseUnet Based fSNAP

    Author:Chuyu Liu  Shuo Chen  Rui Li  

    Session Type:Digital Poster  

    Session Date:Wednesday, 19 May 2021  

    Topic:Machine Learning Applications in CV Imaging  

    Session Name:Machine Learning Applications in CV Imaging I  

    Program Number:2638  

    Room Session:Concurrent 2  

    Institution:Tsinghua University  

    Convolutional Neural Network for Slab Profile Encoding (CPEN) in Simultaneous Multi-slab (SMSlab) Diffusion Weighted Imaging

    Author:Jieying Zhang  Simin Liu  Yuhsuan Wu  Yajing Zhang  Hua Guo  

    Session Type:Digital Poster  

    Session Date:Thursday, 20 May 2021  

    Topic:Artifacts & Corrections  

    Session Name:Artifacts & Corrections Related to the Acquisition  

    Program Number:3531  

    Room Session:Concurrent 1  

    Institution:MR Clinical Science, Philips Healthcare  Tsinghua University  

    Deep Learning Enhanced T1 Mapping and Reconstruction Framework with Spatial-temporal and Physical Constraint

    Author:Yuze Li  Huijun Chen  Haikun Qi  Zhangxuan Hu  Zhensen Chen  Runyu Yang  Huiyu Qiao  Jie Sun  Tao Wang  Xihai Zhao  Hua Guo  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Quantitative Imaging  

    Session Name:Machine Learning for Quantitative Imaging  

    Program Number:2175  

    Room Session:Concurrent 1  

    Institution:GE Healthcare  King’s College London  Peking University Third Hospital  Tsinghua University  University of Washington, Seattle  

    Differences in acute cerebral infarction distribution patterns between young and elderly patients: a MRI study

    Author:Dandan Yang  Yongjun Han  Dongye Li  Huiyu Qiao  Hualu Han  Rui Shen  Zihan Ning  Xihai Zhao  

    Session Type:Digital Poster  

    Session Date:Thursday, 20 May 2021  

    Topic:MRI in Stroke: Vessels, Flow & Tissue Structure  

    Session Name:Perfusion, Diffusion & Other Variables in Stroke Imaging  

    Program Number:4126  

    Room Session:Concurrent 6  

    Institution:Tsinghua University  Aerospace Center Hospital  Capital Medical University  Sun Yat-Sen Memorial Hospital  

    eRAKI: Fast Robust Artificial neural networks for K-space Interpolation (RAKI) with Coil Combination and Joint Reconstruction

    Author:Heng Yu  Zijing Dong  Yamin Arefeen  Congyu Liao  Kawin Setsompop  Berkin Bilgic  

    Session Type:Oral  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning for Image Reconstruction  

    Program Number:0273  

    Room Session:Concurrent 1  

    Institution:Harvard Medical School  Massachusetts Institute of Technology  Stanford University  Tsinghua University  Athinoula A. Martinos Center for Biomedical Imaging  

    Evaluation and Quantification of SWI MRA of Cerebral Vasculature in Parkinson's Disease Patients

    Author:Dmytro Pylypenko  Yuhui Xiong  Lanxin Ji  Le He  Yu Ma  Hua Guo  

    Session Type:Digital Poster  

    Session Date:Wednesday, 19 May 2021  

    Topic:Parkinson & Neurodegeneration  

    Session Name:Parkinson's Disease & Non-PD Dementia  

    Program Number:3032  

    Room Session:Concurrent 6  

    Institution:Tsinghua University  Tsinghua University Yuquan Hospital  

    Evaluation of registration accuracy for cerebral vessel on pre- and postcontrast T1 black blood images by Elastix

    Author:Wei Qiu  Hanyu Wei  Shuo Chen  Rui Li  

    Session Type:Digital Poster  

    Session Date:Thursday, 20 May 2021  

    Topic:MRI in Stroke: Vessels, Flow & Tissue Structure  

    Session Name:Vessel Walls, Flow & Angiography in Stroke Imaging  

    Program Number:4161  

    Room Session:Concurrent 6  

    Institution:Tsinghua University  

    Extending Scan-specific Artifact Reduction in K-space (SPARK) to Advanced Encoding and Reconstruction Schemes

    Author:Yamin Arefeen  Onur Beker  Heng Yu  Elfar Adalsteinsson  Berkin Bilgic  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Data Acquisition & Image Reconstruction  

    Session Name:Machine Learning: Removing Artifacts & Improving Resolution  

    Program Number:1768  

    Room Session:Concurrent 1  

    Institution:Athinoula A. Martinos Center for Biomedical Imaging  École Polytechnique Fédérale de Lausanne  Massachusetts Institute of Technology  Tsinghua University  Harvard Medical School  Harvard-MIT Health Sciences and Technology  Institute for Medical Engineering and Science  

    Fast MR thermometrybased onpropeller echo-planar time-resolved imaging with dynamic encoding (PEPTIDE)

    Author:Zhehong Zhang  Fair Merlin  Fuyixue Wang  Zijing Dong  Wending Tang  Menghan Li  Danna Wei  Kawin Setsompop  Kui Ying  

    Session Type:Oral  

    Session Date:Tuesday, 18 May 2021  

    Topic:Current Trends in MRI Contrast Mechanisms  

    Session Name:Current Trends in MRI Contrast Mechanisms  

    Program Number:0248  

    Room Session:Concurrent 3  

    Institution:Massachusetts General Hospital  Stanford University  Tsinghua University  MIT  

    A fully automated framework for intracranial vessel wall segmentation based on 3D black-blood MRI

    Author:Jiaqi Dou  Hao Liu  Qiang Zhang  Dongye Li  Yuze Li  Dongxiang Xu  Huijun Chen  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:2406  

    Room Session:Concurrent 1  

    Institution:Sun Yat-sen University  Tsinghua University  University of Washington  

    Generation of co-registered multi-contrast MR images for carotid atherosclerosis evaluation based on a single SIMPLE sequence

    Author:Jiaqi Dou  Yajie Wang  Huiyu Qiao  Zhensen Chen  Yuze Li  Haikun Qi  Jie Sun  Dongxiang Xu  Xihai Zhao  Huijun Chen  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:Novel & Multicontrast Approaches  

    Session Name:Multicontrast Methods  

    Program Number:1236  

    Room Session:Concurrent 4  

    Institution:King's College London  Tsinghua University  University of Washington  

    HDnGAN: High-fidelity ultrafast volumetric brain MRI using a hybrid denoising generative adversarial network

    Author:Ziyu Li  Qiyuan Tian  Chanon Ngamsombat  Samuel Cartmell  John Conklin  Augusto Lio M. Gonçalves Filho  Wei-Ching Lo  Guangzhi Wang  Kui Ying  Kawin Setsompop  Qiuyun Fan  Berkin Bilgic  Stephen Cauley  Susie Huang  

    Session Type:Oral  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:0390  

    Room Session:Concurrent 1  

    Institution:Massachusetts General Hospital  Siemens Medical Solutions  Stanford University  Tsinghua University  Mahidol University  

    Improving iSNAP by using FOCI inversion RF pulse for simultaneous measurement of multiple intracranial vascular imaging contrasts

    Author:Kaiyu Zhang  Zhensen Chen  Rui Li  Huijun Chen  Niranjan Balu  Chun Yuan  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:MR Angiography & Vessel Wall  

    Session Name:Neurovascular MRA & Vessel Wall  

    Program Number:1637  

    Room Session:Concurrent 3  

    Institution:Tsinghua University  University of Washington  

    The Influence of Navigator Acquisition on 3D Multi-slab DWI Reconstruction: A Comparison between 2D, 3D Acquired and Synthesized Navigator

    Author:Simin Liu  Erpeng Dai  Hua Guo  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:Diffusion Acquisition & Post-Processing  

    Session Name:Diffusion Acquisition  

    Program Number:1327  

    Room Session:Concurrent 6  

    Institution:Stanford University  Tsinghua University  

    Jointly Denoise Diffusion-weighted Images Using a Weighted Nuclear Norm Minimization Approach

    Author:Yujiao Zhao  Linfang Xiao  Zhe Zhang  Yilong Liu  Hua Guo  Ed X. Wu  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:Diffusion Acquisition & Post-Processing  

    Session Name:Diffusion Acquisition & Post-Processing  

    Program Number:1334  

    Room Session:Concurrent 6  

    Institution:Capital Medical University  The University of Hong Kong  Tsinghua University  

    Kernel-based Fast EPTI Reconstruction with Neural Network

    Author:Muheng Li  Jie Xiang  Fuyixue Wang  Zijing Dong  Kui Ying  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning to Reconstruct Accelerated Scans  

    Program Number:1981  

    Room Session:Concurrent 1  

    Institution:Massachusetts General Hospital  Tsinghua University  MIT  

    Lesion Patterns and Blood Flow Lateralization in Atherosclerotic Middle Cerebral Artery Disease

    Author:Wenwen Chen  Xiaowei Song  Shuo Chen  Mingzhu Fu  Hanyu Wei  Duoduo Hou  Le Chen  Miaoqi Zhang  Jian Wu  Rui Li  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Velocity & Flow  

    Session Name:Velocity & Flow: Applications  

    Program Number:2082  

    Room Session:Concurrent 4  

    Institution:Beijing Tsinghua Changgung Hospital  Tsinghua University  

    Motion-corrected 3D-EPTI with 4D navigatorfor fast and robust whole-brain quantitative imaging

    Author:Zijing Dong  Fuyixue Wang  Jie Xiang  Kawin Setsompop  

    Session Type:Oral  

    Session Date:Monday, 17 May 2021  

    Topic:Motion Correction Strategies  

    Session Name:Motion Correction Strategies  

    Program Number:0119  

    Room Session:Concurrent 1  

    Institution:Massachusetts General Hospital  Stanford University  Tsinghua University  MIT  

    MR-Guided Interventions

    Author:Guangzhi Wang  Hua Guo  

    Session Type:Sunrise Session  

    Session Date:Wednesday, 19 May 2021  

    Topic:Hot Topics in Image Acquisition  

    Session Name:MR-Guided Therapy  

    Program Number:

    Room Session:Concurrent 7  

    Institution:Tsinghua University  

      MRI-ASL Perfusion patterns may predict deep brain stimulation outcome in de novo Parkinson's Disease

      Author:Hanyu Wei  Le He  Rongsong Zhou  Shuo Chen  Miaoqi Zhang  Wenwen Chen  Xuesong Li  Yu Ma  Rui Li  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

      Session Name:Explorations of AI in Neuroimaging  

      Program Number:3278  

      Room Session:Concurrent 6  

      Institution:School of Computer Science and Technology, Beijing Institute of Technology  Tsinghua University  Tsinghua University Yuquan Hospital  

      Multi-parameter model proposes a comprehensive imaging index for degenerative cervical myelopathy diagnosis: a preliminary study

      Author:Yuancheng Jiang  Xiao Han  Jinchao Wang  Sisi Li  Ke Wang  Yandong Liu  Wei Liang  Wen Jiang  Hua Guo  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Spinal Cord Imaging & More  

      Session Name:Spine & Nervous System Imaging  

      Program Number:3460  

      Room Session:Concurrent 5  

      Institution:Beijing Jishuitan Hospital  Tsinghua University  University of California, Berkeley  

      Non-uniform Fast Fourier Transform via Deep Learning

      Author:Yuze Li  Zhangxuan Hu  Haikun Qi  Guangqi Li  Dongyue Si  Haiyan Ding  Hua Guo  Huijun Chen  

      Session Type:Digital Poster  

      Session Date:Tuesday, 18 May 2021  

      Topic:Machine Learning for Image Reconstruction  

      Session Name:Machine Learning for Image Reconstruction  

      Program Number:1962  

      Room Session:Concurrent 1  

      Institution:GE Healthcare  King’s College London  Tsinghua University  

      Parametric VARied Saturation (PaVARS) for enhanced CEST characterization of human brain at 3T

      Author:Zhensen Chen  Yishi Wang  Le He  Hanyu Wei  Yibing Chen  Xiaolei Song  

      Session Type:Digital Poster  

      Session Date:Tuesday, 18 May 2021  

      Topic:Molecular Imaging & X-Nuclei  

      Session Name:Molecular Imaging & X-Nuclei: Developments  

      Program Number:1817  

      Room Session:Concurrent 2  

      Institution:Northwest University  Philips Healthcare  Tsinghua University  

      Preoperative Spinal Cord Perfusion has the ability to predict the postoperative prognosis for Patients with Cervical Spondylotic Myelopathy

      Author:Chunyao Wang  Xiao Han  Wen Jiang  Guangqi Li  Jinchao Wang  Donghang Li  Hua Guo  Huijun Chen  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Spinal Cord Imaging & More  

      Session Name:Spine & Nervous System Imaging  

      Program Number:3451  

      Room Session:Concurrent 5  

      Institution:Jishuitan hospital  Tsinghua University  

      Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)

      Author:Vishwesh Nath  Marco Pizzolato  Marco Palombo  Noemi Gyori  Kurt Schilling  Colin Hansen  Qi Yang  Praitayini Kanakaraj  Bennett Landman  Soumick Chatterjee  Alessandro Sciarra  Max Duennwald  Steffen Oeltze-Jafra  Andreas Nuernberger  Oliver Speck  Tomasz Pieciak  Marcin Baranek  Kamil Bartocha  Dominika Ciupek  Fabian Bogusz  Azam Hamidinekoo  Maryam Afzali  Harry Lin  Danny Alexander  Haoyu Lan  Farshid Sepehrband  Zifei Liang  Tung-Yeh Wu  Ching-Wei Su  Qian-Hua Wu  Zi-You Liu  Yi-Ping Chao  Enes Albay  Gozde Unal  Dmytro Pylypenko  Xinyu Ye  Fan Zhang  Jana Hutter  

      Session Type:Oral  

      Session Date:Monday, 17 May 2021  

      Topic:Diffusion Acquisition & Post-Processing  

      Session Name:Diffusion Acquisition & Post-Processing  

      Program Number:0103  

      Room Session:Concurrent 6  

      Institution:NVIDIA Corporation  AGH University of Science and Technology  Cardiff University  Harvard Medical School  Institute of Cancer Research  Istanbul Technical University  King's College London  NYU Langone  Otto von Guericke University  Technical University of Denmark  Tsinghua University  University College London  University of Southern California  Vanterbilt University  École polytechnique fédérale de Lausanne (EPFL)  

      SRDTI: Deep learning-based super-resolution for diffusion tensor MRI

      Author:Qiyuan Tian  Ziyu Li  Qiuyun Fan  Chanon Ngamsombat  Yuxin Hu  Congyu Liao  Fuyixue Wang  Kawin Setsompop  Jonathan Polimeni  Berkin Bilgic  Susie Huang  

      Session Type:Digital Poster  

      Session Date:Tuesday, 18 May 2021  

      Topic:Diffusion: Encoding & Estimation  

      Session Name:Diffusion: Encoding, Estimation & Machine Learning  

      Program Number:2446  

      Room Session:Concurrent 3  

      Institution:Massachusetts General Hospital  Stanford University  Tsinghua University  Harvard Medical School  

      Structure Light based Optical MOtion Tracking system (SLOMO) for Contact-free respiratory Motion Tracking from Neck in MR Imaging

      Author:Chunyao Wang  Zhensen Chen  Yishi Wang  Huijun Chen  

      Session Type:Digital Poster  

      Session Date:Monday, 17 May 2021  

      Topic:Motion Correction Strategies  

      Session Name:Motion: Brain & Body  

      Program Number:1380  

      Room Session:Concurrent 1  

      Institution:Philips Healthcare  Tsinghua University  

      Type and Time of Dialysis Are Independent Indicators for Carotid Atherosclerosis in End-stage Renal Disease Patients on Dialysis

      Author:Yuze Li  Chunmiao Chen  Yajie Wang  Jie Li  Xiaoli Sun  Shuiwei Xia  Lie Jin  Yani Ye  Jiansong Ji  Huijun Chen  

      Session Type:Digital Poster  

      Session Date:Thursday, 20 May 2021  

      Topic:MRI in Stroke: Vessels, Flow & Tissue Structure  

      Session Name:Vessel Walls, Flow & Angiography in Stroke Imaging  

      Program Number:4164  

      Room Session:Concurrent 6  

      Institution:The Central Hospital of Zhejiang Lishui  Tsinghua University  

      Vessel segmentation on intracranial noncontract enhanced dynamic MR angiography using spatial-temporal correlation between voxels

      Author:Cheng Zhong  Niranjan Balu  Chun Yuan  Zhensen Chen  

      Session Type:Digital Poster  

      Session Date:Monday, 17 May 2021  

      Topic:MR Angiography & Vessel Wall  

      Session Name:Neurovascular MRA & Vessel Wall  

      Program Number:1639  

      Room Session:Concurrent 3  

      Institution:Fudan University  University of Washington  Tsinghua University