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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:

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  

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  

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  

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