Browse All

Current Filters

CLEAR FILTER x

TITLE

A Real-Time Centralized Pipeline for Reconstructing and Quantifying Hyperpolarized 129Xe Gas Exchange MRI

Author:Ziyi Wang  Mu He  Alexander Culbert  John Nouls  Elianna Bier  Bastiaan Driehuys  

Institution:Duke University  Duke University Medical Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1728  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 123  

A task-based endpoint assessment for CNN segmentations in radiomics processing

Author:Karl Spuhler  Jie Ding  Mario Serrano-Sosa  Chuan Huang  

Institution:Stony Brook University  Stony Brook Medicine  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1721  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 116  

A Two-Center Analysis of Hyperpolarized 129Xe Lung MRI in Stable Pediatric Cystic Fibrosis: Comparison of Image Analysis Approaches

Author:Marcus Couch  Robert Thomen  Felix Ratjen  Jason Woods  Giles Santyr  

Institution:Cincinnati Children's Hospital Medical Center  The Hospital for Sick Children  University of Missouri  University of Toronto  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1708  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 103  

Application research on 3D texture analysis technology based on MRI in the identification of molecular subtypes of breast cancer

Author:Dingli Ye  Shuangyan Sun  Jianqing Sun  Jihong Zhao  

Institution:JiLin Cancer Hospital  Philips Healthcare  Philips Healthcare  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1724  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 119  

Automated Assessment of Liver Parenchymal Enhancement on Hepatobiliary Phase MR Images Using a Convolutional Neural Network

Author:Guilherme Cunha  Kyle Hasenstab  Kang Wang  Timo Delgado  Atsushi Higaki  Ryan Brunsing  Alex Schlein  Armin Schwartzman  Albert Hsiao  Claude Sirlin  

Institution:Stanford University  University of California San Diego  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1730  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 125  

Automatic breast lesion segmentation in MR images employing a dense attention fully convolutional network

Author:Cheng Li  Hui Sun  Qiegen Liu  Zaiyi Liu  Meiyun Wang  Hairong Zheng  Shanshan Wang  

Institution:Guangdong General Hospital, Guangdong Academy of Medical Sciences  Henan Provincial Peoples Hospital  Nanchang University  Shandong University  Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1718  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 113  

Automatic prostate and prostate zones segmentation of magnetic resonance images using convolutional neural networks

Author:Nader Aldoj  Federico Biavati  Miriam Rutz  Sebastian Stober  Marc Dewey  

Institution:Charite  Charite  University of potsdam  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1711  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 106  

Characterization of sub 1 cm Breast Lesions using Radiomics Analysis

Author:Peter Gibbs  Natsuko Onishi  Meredith Sadinski  Elizabeth Morris  Elizabeth Sutton  

Institution:Memorial Sloan Kettering Cancer Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1710  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 105  

Deep Learning Assisted Fully Automatic Post-Processing for Quantitative Lung MRI

Author:Andreas Weng  Christian Kestler  Andreas Kunz  Simon Veldhoen  Thorsten Bley  Herbert Köstler  Tobias Wech  

Institution:University Hospital Würzburg  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1720  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 115  

Deep Learning Model for Liver MRI Segmentation

Author:Amber Mittendorf  Lawrence Ngo  Erol Bozdogan  Mohammad Chaudhry  Steven Chen  Gemini Janas  Jacob Johnson  Zhe Zhu  Maciej Mazurowski  Mustafa Bashir  

Institution:Duke University Medical Center  University of Wisconsin  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1725  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 120  

Deep Learning off-resonance correction for faster free-breathing contrast-enhanced conical ultrashort echo time (UTE) MRI of the pelvis

Author:Signy Holmes  David Zeng  Joseph Cheng  Marcus Alley  Michael Carl  Dwight Nishimura  Preeti Sukerkar  Vipul Sheth  Ryan Brunsing  Shreyas Vasanawala  

Institution:Ge Healthcare  GE Healthcare  Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1719  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 114  

Deep-Learning-Based Denoising of Diffusion-Weighted Prostate Images

Author:Elena Kaye  Yousef Mazaheri  Maggie Fung  Ross Schmidtlein  Ricardo Otazo  Oguz Akin  Herbert Alberto Vargas  

Institution:Ge Healthcare  GE Healthcare  Memorial Sloan Kettering Cancer Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1726  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 121  

Discrimination of Malignant and Benign Breast Lesions Using Machine Learning on Non-Gaussian Diffusion MRI Parameters

Author:Muge Karaman  Yangyang Bu  Zheng Zhong  Shiwei Wang  Changyu Zhou  Weihong Hu  Mark Balich  Maosheng Xu  Xiaohong Zhou  

Institution:The First Clinical Medical College, Zhejiang Chinese Medical University  University of Illinois at Chicago  The 1st Affiliated Hospital of Zhejiang Chinese Medical University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1707  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 102  

Evaluation of Variable-TE computed Diffusion Weighted Imaging Technique using Deep Learning based Noise Reduction

Author:Hiroshi Kusahara  Yuki Takai  Kensuke Shinoda  Yoshimori Kassai  

Institution:Canon Medical Systems Corporation  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1717  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 112  

Fully Automated Segmentation of Cervical Cancer in Diffusion MR Imaging Using U-Net Convolutional Neural Networks

Author:Yu-Chun Lin  Chia-Hung Lin  Hsin-Ying Lu  Ho-Kai Wang  Su-Han Ng  Jiunjie Wang  Gigin Lin  

Institution:Chang Gung Memorial Hospital  Chang Gung Memorial Hospital  Chang Gung University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1715  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 110  

Improved, rapid fetal-brain localization and orientation detection for auto-slice prescription

Author:Malte Hoffmann  Esra Abaci Turk  Borjan Gagoski  Paul Wighton  M Tisdall  Martin Reuter  Elfar Adalsteinsson  P Grant  Lawrence Wald  André van der Kouwe  

Institution:Athinoula A. Martinos Center for Biomedical Imaging  Boston Children's Hospital  Harvard Medical School  Harvard Medical School  Massachusetts Institute of Technology  University of Pennsylvania  German Center for Neurodegenerative Diseases  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1706  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 101  

Partial velocity-compensated optimized diffusion encoding for combined motion compensation and residual vessel signal suppression in liver ADC mapping

Author:Sean McTavish  Anh Van  Johannes Peeters  Tetsuo Ogino  Andreas Hock  Ernst Rummeny  Rickmer Braren  Dimitrios Karampinos  

Institution:Philips Healthcare  Philips Healthcare  Technical University of Munich  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1709  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 104  

Predicting Pathological Response to Neoadjuvant Chemotherapy Using 3D Texture Feature Radiomics on Baseline Dynamic Contrast-Enhanced (DCE) MRI

Author:Yifan Wu  Daniel Hippe  Ginger Lash  Lanell Peterson  Jennifer Specht  Savannah Partridge  

Institution:University of Washington  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1723  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 118  

Prediction molecular subtypes of Breast Cancer by MRI Radiomics

Author:Shuangyan Sun  Dingli Ye  Changliang Yang  Jianqing Sun  Jihong Zhao  

Institution:JiLin Cancer Hospital  Philips Healthcare  Philips Healthcare  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1714  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 109  

Prediction of stage, differentiation and Ki-67 status of locally advanced cervical cancer by DCE-MRI texture analysis

Author:Xie Yuanliang  Jiang Yanping  Wang Xiang  Du Dan  Xie Wei  Sun Jianqing  

Institution:Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology  Philips Healthcare  Philips Healthcare  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1713  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 108  

Proton density fat fraction results derived from deep learning auto-segmentation correlate strongly with results obtained by manual analysis

Author:Ashley Louie  Kang Wang  Timoteo Delgado  Michael Middleton  Gavin Hamilton  Tanya Wolfson  Robert Myers  C. Stephen Djedjos  Rohit Loomba  Claude Sirlin  

Institution:Gilead Sciences, Inc.  University of California San Diego  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1729  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 124  

Radiomic Characteristics Derived from Diffusion-Weighted Imaging for the Assessment of Breast Cancer Receptor Status and Molecular Subtypes

Author:Doris Leithner  Joao Horvat  Maria Adele Marino  Daly Avendano  Sunitha Thakur  Blanca Bernard-Davila  Maxine Jochelson  Danny Martinez  Elizabeth Morris  Katja Pinker  

Institution:Memorial Sloan Kettering Cancer Center  Medical University of Vienna  University Hospital Frankfurt  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1712  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 107  

Texture Analysis based on functional magnetic resonance imaging for evaluation of renal function

Author:Gumuyang Zhang  Hao Sun  Jianfeng Sun  Hailong Zhou  Yanhan Liu  Ning Guo  Jing An  Huadan Xue  Zhengyu Jin  

Institution:MR Collaboration, Siemens Healthcare Ltd, Beijing, China  Peking Union Medical College Hospital  Philips Healthcare, Shanghai, China  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1716  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 111  

The associations between breast density and the radiomic features derived from T1-weighted MRI

Author:Jie Ding  Karl Spuhler  Mario Serrano Sosa  Alison Stopeck  Patricia Thompson  Chuan Huang  

Institution:Stony Brook University  Stony Brook University Cancer Center  Stony Brook Medicine  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1727  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 122  

Validation of Radiomics Signature for Chemoradiotherapy Prediction of Advanced Cervical Cancer Based on a High Resolution T2WI Images

Author:Defeng Liu  Qinglei Shi  Xu Yan  Lanxiang Liu  Yujie Cui  Xiaohang Zhang  Juan Du  

Institution:Graduate School of Hebei Medical University  Qinhuangdao Municipal No. 1 Hospital  Siemens Healthcare  Siemens Healthcare  University of Chinese Academy of Sciences  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1722  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 117