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AUTO-DCE-MRI: A Deep-Learning Augmented Liver Imaging Framework for Fully-Automated Multiphase Assessment and Perfusion Mapping

Author:Li Feng  Fang Liu  Henry Rusinek  Bari Dane  Henry Brody  Teodora Chitiboi  Daniel Sodickson  Ricardo Otazo  Hersh Chandarana  

Author Institution:New York University School of Medicine  University of Wisconsin School of Medicine  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3481  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 49  

Bayesian Convolutional Neural Network Based Nonhuman Primate Brain Extraction in Fully Three-dimensional Context

Author:Gengyan Zhao  Fang Liu  Jonathan Oler  Mary Meyerand  Ned Kalin  Rasmus Birn  

Author Institution:University of Wisconsin - Madison  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:09:15  

Session:Brain Morphometry  

Program Number:3261  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 67  

Bayesian Deep Learning for Uncertainty Generation in MR Image Segmentation

Author:Gengyan Zhao  Fang Liu  Mary Meyerand  Rasmus Birn  

Author Institution:University of Wisconsin - Madison  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Segmentation & Parcellation in the Brain  

Program Number:0694  

Presentation Time:08:27  

Room Number:N03  

Computer Number:

Can A Machine Diagnose Knee MR Images? Fully-automated Cartilage Lesion Detection by using Deep Learning

Author:Fang Liu  Zhaoye Zhou  Kevin Lian  Shivhumar Kambhampati  Richard Kijowski  

Author Institution:University of Minnesota  University of Wisconsin-Madison  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Loose Cartilage  

Program Number:0200  

Presentation Time:14:21  

Room Number:W03/04  

Computer Number:

Cartilage and Meniscus T2 Relaxation Time in Subjects With and Without Meniscus Tears

Author:Richard Kijowski  Shivhumar Kambhampati  Joshua Bunting  Benjamin Beduhn  Kaitlin Woo  Fang Liu  

Author Institution:University of Wisconsin-Madison  

Session Type:Traditional Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:MSK: Other  

Program Number:1415  

Presentation Time:

Room Number:Exhibition Hall 1412-1437  

Computer Number:

Characterize Tumor Cellularity in Breast Cancer with Diffusion MRI

Author:Zezhong Ye  Na Zhao  Joshua Lin  Qingsong Yang  Jeff Viox  Peng Sun  Jianping Lu  Song-Kwei Song  

Author Institution:Changhai Hospital  Washington University School of Medicine  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:17:15  

Session:Breast 2  

Program Number:4442  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 53  

Construction of Spatiotemporal Infant Cortical Surface Atlas of Rhesus Macaque

Author:Fan Wang  Chunfeng Lian  Jing Xia  Zhengwang Wu  Dingna Duan  Li Wang  Dinggang Shen  Gang Li  

Author Institution:University of North Carolina at Chapel Hill  

Session Type:Power Pitch  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Pitch: Motion & Image Analysis Highlights  

Program Number:0656  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Construction of Spatiotemporal Infant Cortical Surface Atlas of Rhesus Macaque

Author:Fan Wang  Chunfeng Lian  Jing Xia  Zhengwang Wu  Dingna Duan  Li Wang  Dinggang Shen  Gang Li  

Author Institution:University of North Carolina at Chapel Hill  

Session Type:Electronic Power Pitch Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:09:15  

Session:Poster: Motion & Image Analysis Highlights  

Program Number:0656  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 19  

Diffusion MRI Detects and Differentiates Inflammation from Cancer Cells in Prostate Cancer Patients

Author:Zezhong Ye  Qingsong Yang  Joshua Lin  Jeff Viox  Peng Sun  Joesph Ippolito  Jianping Lu  Sheng-Kwei Song  

Author Institution:Changhai Hospital  Washington University School of Medicine  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Prostate  

Program Number:0722  

Presentation Time:10:03  

Room Number:S04  

Computer Number:

Diffusion-weighted magnetic resonance imaging in bladder cancer: comparison of readout-segmented EPI and single-shot EPI Techniques

Author:Haihu Chen  Luguang Chen  Fang Liu  Qingsong Yang  Jianping Lu  Li Wang  

Author Institution:Changhai Hospital of Shanghai  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Body Imaging: Genitourinary Imaging (Non-Prostate)  

Program Number:1183  

Presentation Time:14:27  

Room Number:S06  

Computer Number:

DL-POCS: Deep Learning Augmented POCS Reconstruction for Vastly Undersampled MR Data

Author:Fang Liu  Julia Velikina  Richard Kijowski  Alexey Samsonov  

Author Institution:University of Wisconsin-Madison  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Machine Learning for Image Reconstruction  

Program Number:3372  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 59  

Evaluation of the therapeutic effect on multiple myeloma patients using IDEAL IQ

Author:Yichen Ma  Li Wang  Yanhua Tang  Yang Fan  Tao Jiang  

Author Institution:Beijing Chaoyang Hospital  GE Healthcare China  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:MSK: Bone, Tumours & Emerging Methods  

Program Number:5172  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 92  

Fully-Automated Segmentation of Knee Joint Anatomy using Deep Convolutional Neural Network Approach

Author:Fang Liu  Zhaoye Zhou  Richard Kijowski  

Author Institution:University of Minnesota  University of Wisconsin-Madison  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:MSK: Meniscus, Tendons, Ligaments & Emerging Methods  

Program Number:5198  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 119  

Functional brain abnormalities in major depressive disorder: evidence from a Chinese multi-site resting-state functional MRI study

Identification of high-risk plaque features in intracranial atherosclerosis: initial experience using high-resolution MRI with a quantitative radiomics approach

Author:Zhang Shi  Chengcheng Zhu  Jianping Lu  Tao Jiang  David Saloner  Qi Liu  

Author Institution:Changhai Hospital  University of California  

Session Type:Oral  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Atherosclerosis & Vessel Wall Imaging  

Program Number:0492  

Presentation Time:15:33  

Room Number:S03  

Computer Number:

MR Image Synthesis Using A Deep Learning Based Data-Driven Approach

Author:Fang Liu  Alan McMillan  

Author Institution:University of Wisconsin-Madison  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3490  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 58  

MRI-only Treatment Planning using Pseudo CT Generation from Deep Learning Approach

Author:Fang Liu  Poonam Yadav  Andrew Baschnagel  Alan McMillan  

Author Institution:University of Wisconsin-Madison  

Session Type:Power Pitch  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Pitch: MRI in Cancer Therapy & Diagnostics  

Program Number:0117  

Presentation Time:13:45  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

MRI-only Treatment Planning using Pseudo CT Generation from Deep Learning Approach

Author:Fang Liu  Poonam Yadav  Andrew Baschnagel  Alan McMillan  

Author Institution:University of Wisconsin-Madison  

Session Type:Electronic Power Pitch Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Poster: MRI in Cancer Therapy & Diagnostics  

Program Number:0117  

Presentation Time:13:45  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 16  

Non-rigid Brain MRI Registration Using Two-stage Deep Perceptive Networks

Author:Xiaohuan Cao  Jianhua Yang  Li Wang  Qian Wang  Dinggang Shen  

Author Institution:Northwestern Polytechnical University  Shanghai Jiao Tong university  University of North Carolina at Chapel Hill  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Motion Correction: Clear Your Head  

Program Number:1176  

Presentation Time:15:03  

Room Number:S05  

Computer Number:

Pelvic Organ Segmentation with Sample Attention based Stochastic Connection Networks

Pre-operative MRI for Predicting Clinical Outcome Following Rotator Cuff Tendon Repair Surgery

Author:Richard Kijowski  Kevin Lian  Peter Thurlow  Gang Li  Michael Tuite  Fang Liu  

Author Institution:University of Wisconsin-Madison  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:MSK: Meniscus, Tendons, Ligaments & Emerging Methods  

Program Number:5178  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 99  

Surveillance of unruptured intracranial saccular aneurysms using non-contrast 3D black blood MRI: comparison of 3D TOF and CE-MRA with DSA

Author:Chengcheng Zhu  Xinrui Wang  Bing Tian  Qi Liu  Christopher Hess  David Saloner  Jianping Lu  

Author Institution:Changhai Hospital  University of California, San Francisco  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Neurovascular Imaging  

Program Number:4810  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 64  

Unruptured Intracranial Aneurysms: Relationship between Wall Enhancement and Rupture Risk Factors Based on High-resolution Magnetic Resonance Imaging

Author:Chengcheng Zhu  Xinrui Wang  Qi Liu  Christopher Hess  David Saloner  Jianping Lu  

Author Institution:Changhai Hospital  University of California, San Francisco  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Ischemia & Stroke  

Program Number:4827  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 81