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Highly Resilient 3D Aortic Hemodynamics derived directly from Aortic Geometry using AI

Author:Haben Berhane  Anthony Maroun  Mahmoud Ebrahimkhani  Ulas Bagci  Bradley Allen  Michael Markl  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0694  

Room Session:Power Pitch Theatre 1  

Institution :Northwestern University  

Highly accelerated FLEXA 3DTOF MR Angiography with iterative deep learning reconstruction

Author:Naoyuki Takei  Rafi Brada  Sangtae Ahn  Graeme McKinnon  Xucheng Zhu  Atsushi Nozaki  Shigeo Okuda  Masahiro Jinzaki  Tetsuya Wakayama  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0695  

Room Session:Power Pitch Theatre 1  

Institution :GE Healthcare  GE Research  Keio University School of Medicine  

One-minute 3D ky-kz Centric FFE Thoracic Aorta Imaging with Real-Time Motion-Correction and High-Resolution Deep Learning Reconstruction

Author:Hideki Ota  Satoshi Higuchi  Yoshiaki Morita  Takashi Nishina  Sho Tanaka  Yuichi Yamashita  Yoshimori Kassai  Tasuo Nagasaka  Mitsue Miyazaki  Kei Takase  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0696  

Room Session:Power Pitch Theatre 1  

Institution :Canon Medical Systems  National Cardiovascular Research Center  Tohoku University Hospital  University of California, San Diego  

Fully Automated Segmentation of Brain and Scalp Blood Vessels on Multi-Parametric Magnetic Resonance Imaging Using Multi-view Cascaded Network

Author:Yang Yang  songxiong wu  Bingsheng Huang  Ping Zeng  Mingyu Wang  Zilong Huang  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0697  

Room Session:Power Pitch Theatre 1  

Institution :Shenzhen University  Shenzhen University General Hospital and Shenzhen University Clinical Medical Academy  Suining Central Hospital  

Denoising 4D-Flow using Self-Supervised Deep Learning and its effect on test-rest reproducibility

Author:Brock Jolicoeur  Leonardo Rivera-Rivera  Grant Roberts  Laura Eisenmenger  Kevin Johnson  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0698  

Room Session:Power Pitch Theatre 1  

Institution :University of Wisconsin-Madison  

Large vessel occlusion detection on TOF images using deep learning

Author:Zakarya BENTATOU  Timothé BOUTELIER  Anais BERNARD  Henitsoa RASOANANDRIANINA  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0699  

Room Session:Power Pitch Theatre 1  

Institution :OLEA MEDICAL  

Machine learning-based prediction of stroke outcome in mice from MRI and behavioral testing

Author:Philipp Boehm-Sturm  Felix Knab  Stefan Koch  Sebastian Major  Tracy Farr  Susanne Mueller  Philipp Euskirchen  Moritz Eggers  Melanie Kuffner  Josefine Walter  Jens Dreier  Matthias Endres  Ulrich Dirnagl  Nikolaus Wenger  Christi Hoffmann  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0700  

Room Session:Power Pitch Theatre 1  

Institution :Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin  Charité-Universitätsmedizin Berlin  Berlin Institute of Health (BIH)  Berlin Institute of Health at Charité – Universitätsmedizin Berlin  

Identification of high-risk basilar artery plaque with HR-VWI-based radiomics and machine learning

Author:Juan Bai  Jiang Wu  Ning Li  Xuan Li  Kaiyu Wang  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0701  

Room Session:Power Pitch Theatre 1  

Institution :MR Research China,GE Healthcare  Shanxi Cardiovascular Hospital  

Deep Learning Based Algorithm to Identify Large Vessel Stenosis and Occlusion on Contrast Agent-free Magnetic Resonance Imaging

Author:Di Wu  Mengzhou Sun  Yi Li  Xiaoyun Liang  Feng Huang  WenZhen Zhu  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0702  

Room Session:Power Pitch Theatre 1  

Institution :Neusoft Medical Systems Co. Ltd, Shenyang, Liaoning, China  Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology  

High Resolution TOF-MRA Using SmartSpeed-AI for the Visualization of Lenticulostriate Arteries at 3.0 T: a Preliminary Study

Author:Yuya Hirano  Noriyuki Fujima  Kinya Ishizaka  Takuya Aoike  Jihun Kwon  Masami Yoneyama  Kohsuke Kudo  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0703  

Room Session:Power Pitch Theatre 1  

Institution :Hokkaido University Graduate School of Medicine  Hokkaido University Hospital  Philips Japan, Ltd  Hokkaido University  

Super-resolution neural network-driven mouse cerebrovascular mapping with MION-based MRI

Author:Xiaoqing Zhou  David Hike  Bei Zhang  Zeping Xie  Xiaochen Liu  Matthew Rosen  Juan Iglesias  Xin Yu*  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0704  

Room Session:Power Pitch Theatre 1  

Institution :Massachusetts General Hospital  University College London  Massachusetts Institute of Technology  

Machine Learned Wave Encoded Neurovascular 4D Flow

Author:Chenwei Tang  Leonardo Rivera-Rivera  Laura Eisenmenger  Kevin Johnson  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0705  

Room Session:Power Pitch Theatre 1  

Institution :University of Wisconsin-Madison  

Deep learning-based segmentations challenge established link between stroke volume and functional outcome after thrombectomy

Author:Ingrid Digernes  Martin Røvang  Terje Nome  Cecilie Nome  Thor Håkon Skattør  Brian Enriquez  Bradley MacIntosh  Anne Hege Aamodt  Atle Bjørnerud  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0706  

Room Session:Power Pitch Theatre 1  

Institution :Oslo University Hospital  

The Fuzzy MAD Stroke Conjecture, using Fuzzy C Means to classify Multimodal Apparent Diffusion for stroke stratification

Author:Frederick Damen  Changliang Su  Thomas Anderson  Tibor Valyi-Nagy  Leon Tai  Rifeng Jiang  Kejia Cai  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0707  

Room Session:Power Pitch Theatre 1  

Institution :Fujian Medical University Union Hospital  Sun Yat-sen University Cancer Center  University of Illinois at Chicago  

Prediction of Ischemic Stroke Based on Carotid Plaque VW-HRMRI Radiomics

Author:Na Han  Wanjun Hu  Yurong Ma  Laiyang Ma  Yu Zheng  Jing Zhang  Kai Ai  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0708  

Room Session:Power Pitch Theatre 1  

Institution :Lanzhou University Second Hospital  Philips Healthcare  

Self-supervised contrastive learning for MR image reconstruction of cardiac CINE on accelerated cohorts

Author:Siying Xu  Marcel Früh  Kerstin Hammernik  Sergios Gatidis  Thomas Küstner  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0709  

Room Session:Power Pitch Theatre 1  

Institution :Technical University of Munich  University Hospital of Tuebingen  Imperial college London  Max Planck Institute for Intelligent Systems  

Self-supervised Learning with Self-supervised Regularization Reconstruction for Accelerated Single- and Multiband Myocardial Perfusion MRI

Author:Changyu Sun  Kenneth Bilchick  Michael Salerno  Talissa Altes  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0710  

Room Session:Power Pitch Theatre 1  

Institution :Stanford University  University of Missouri Columbia  University of Virginia Health System  

A unified deep learning model for simultaneous cardiac cine MRI reconstruction, motion estimation and segmentation.

Author:Pengfang Qian  Junwei Yang  Zijian Zhou  Peng Hu  Haikun Qi  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0711  

Room Session:Power Pitch Theatre 1  

Institution :ShanghaiTech University  University of Cambridge  Shanghai Clinical Research and Trial Center  

Deep learning-based stroke segmentation and patient outcome prediction

Author:Hae Sol Moon  Lindsay Heffron  Ali Mahzarnia  Barnabas Obeng-Gyasi  Matthew Holbrook  Cristian Badea  Wuwei Feng  Alexandra Badea  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0712  

Room Session:Power Pitch Theatre 1  

Institution :Duke University  Duke University School of Medicine  

CVT Detection with Routine Brain MRI Sequences by Multi-Modal Multi-Task Deep Learning algorithm

Author:Xiaoxu Yang  Pengxin Yu  Haoyue Zhang  Rongguo Zhang  Yuehong Liu  Xiuqin Jia  Penghui Sun  Xin Liu  Xunming Ji  Qi Yang  Chen Zhang  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Poster: Ask Not What You Can Do for Your AI, Ask What Your AI Can Do for You: Razor's Edge in Neurovascular & Cardiovascular MRI  

Program Number:0713  

Room Session:Power Pitch Theatre 1  

Institution :Beijing Chaoyang Hospital  Beijing Xuanwu Hospital  Infervision Medical Technology Co., Ltd, Beijing, China  MR Scientific Marketing, Siemens Healthineers, Beijing, China