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Automated Fetal Brain Segmentation Using Deep Convolutional Neural Network

Author:Bin Chen  Liming Wu  Bing Zhang  Simin Liu  Hua Guo  

Institution:Nanjing University Medical School  Purdue University Northwest  Tsinghua University  Tsinghua University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4797  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 79  

Automated Identification of Noise Signal in Spinal DCE-MRI using Independent Component Analysis and Unsupervised Machine Learning

Author:Lucy Wang  Yi Wang  Murat Alp Oztek  Nina Mayr  Simon Lo  William Yuh  Mahmud Mossa-Basha  

Institution:Philips Healthcare  Philips Healthcare  University of Washington  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Enhancement, Quality Assessment & Synthetic Image Generation  

Program Number:4850  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 132  

Automated Image Quality Assessment in 5D Whole-Heart MRI Aimed at Guiding Readers of High-Dimensional Dynamic Imaging

Automated intervertebral disc segmentation using a two-pathway network

Author:Fei Gao  Shui Liu  Xiaodong Zhang  Jue Zhang  Xiaoying Wang  

Institution:Peking University  Peking University  Peking University First Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4727  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Automated Knee MRI Semantic Segmentation with Generative Adversarial Networks

Author:Dimitri Kessler  James MacKay  Martin Graves  Fiona Gilbert  Joshua Kaggie  

Institution:University of Cambridge  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4808  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 90  

Automated MP2RAGE-based Brain Volumetry for Pediatric Patients: A Clinical Usability Study

Author:Maxence Serru  Benedicte Marechal  Tobias Kober  Leo Ribier  Catherine Sembely Taveau  Jean Philippe Cottier  Dominique Sirinelli  Baptiste MOREL  

Institution:CHRU of Tours  Siemens Healthineers  Lausanne University Hospital  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:09:15  

Session Name:Neuroanatomy: Seeing Is Believing  

Program Number:2625  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 152  

Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies

Author:Thomas Kuestner  Sarah Müller  Marc Fischer  Martin Schwartz  Petros Martirosian  Bin Yang  Fritz Schick  Sergios Gatidis  

Institution:King's College London  King's College London  University Hospital Tübingen  University of Stuttgart  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4730  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Automated perfusion lesion delineation in stroke: comparison with experts and alternative automated strategies

Author:Dave Saraswat  Jiun-Yiing Hu  Ivana Galinovic  Jochen Fiebach  Ahmed Khalil  

Institution:Charité – Universitätsmedizin Berlin  Humboldt Universität zu Berlin  Max Planck Institute for Human Cognitive and Brain Sciences  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Image Processing & Analysis  

Program Number:2454  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 156  

Automated Prediction of Stroke Lesion Outcome using Multiparametric Deep Neural Network

AUTOmated pulse SEQuence generation (AUTOSEQ) and neural network decoding for fast quantitative MR parameter measurement using continuous and simultaneous RF transmit and receive

Author:Bo Zhu  Jeremiah Liu  Neha Koonjoo  Bruce Rosen  Matthew Rosen  

Institution:Harvard University  MGH Martinos Center for Biomedical Imaging  Harvard Medical School  Harvard Medical School  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

Program Number:1090  

Presentation Time:08:15   

Room Number:Room 520A-F  

Computer Number:

AUTOmated pulse SEQuence generation (AUTOSEQ) for MR spatial encoding in unknown inhomogeneous B0 fields

Author:Bo Zhu  Jeremiah Liu  Neha Koonjoo  Bruce Rosen  Matthew Rosen  

Institution:Harvard University  MGH Martinos Center for Biomedical Imaging  Harvard Medical School  Harvard Medical School  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0477  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

AUTOmated pulse SEQuence generation (AUTOSEQ) for MR spatial encoding in unknown inhomogeneous B0 fields

Author:Bo Zhu  Jeremiah Liu  Neha Koonjoo  Bruce Rosen  Matthew Rosen  

Institution:Harvard University  MGH Martinos Center for Biomedical Imaging  Harvard Medical School  Harvard Medical School  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0477  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 28  

Automated Reconstruction Processing

Author:Eric Borisch  Roger Grimm  Stephen Riederer  

Institution:Mayo Clinic  Mayo Clinic  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Software & Tools  

Program Number:4838  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 120  

Automated Segmentation of Substantia Nigra in Neuromelanin-Sensitive Magnetic Resonance Imaging

Author:Touseef Ahmad Qureshi  Cody Lynch  Elliot Hogg  Tina Wu  Michele Tagliati  Debiao Li  Zhaoyang Fan  

Institution:Cedars-Sinai Medical Center  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4724  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 6  

Automated Segmentation of Thalamic Nuclei using Convolutional Neural Networks

Author:Mohammad Majdi  Mahesh Keerthivasan  Natalie Zahr  Jeffrey Rodriguez  Manoj Saranathan  

Institution:Stanford  university of arizona  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4804  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 86  

Automated Segmentation of the Cortical Boundaries in Native Diffusion Tensor Imaging Space to Measure Anisotropy of the Cerebral Cortex

Author:Graham Little  Christian Beaulieu  

Institution:University of Alberta  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Fiber Orientations & Tracking  

Program Number:3386  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 48  

Automated slice-to-volume registration between histology and whole-brain post-mortem MRI

Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes

Author:Thomas Kuestner  Martin Schwartz  Yipin Zhu  Petros Martirosian  Bin Yang  Sergios Gatidis  Jürgen Machann  Fritz Schick  

Institution:King's College London  King's College London  University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Pitch: Machine Learning Unleashed 2  

Program Number:0667  

Presentation Time:08:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes

Automatic AHA Classification of Carotid Atherosclerotic Lesions in Multicontrast MR Images using Deep Learning

Automatic Analysis of Multicycle Real-time MRI for the Assessment of Variable Cardiac Function based on Multi-orientation U-net Segmentation

Automatic brain segmentation framework for bias field rich cranial MRI scans of rats and mice via similarity invariant shape priors

Automatic Brain Tissue Detection using Rapid 3D Quantification of R1 and R2 Rates and Proton Density

Author:Marcel Warntjes  Ida Blystad  Peter Lundberg  Anders Tisell  

Institution:CMIV  Radiation Physics  Radiology  SyntheticMR AB  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Novel Neuroimaging Methods  

Program Number:2969  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 151  

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

Automatic Cardiac Resting Phase Detection for Static Cardiac Imaging Using Deep Neural Networks

Automatic classification of benign and malignant prostate lesions: A comparison using VERDICT DW-MRI and ADC maps

Author:Eleni Chiou  Edward Johnston  Francesco Giganti  Elisenda Bonet-Carne  Shonit Punwani  Iasonas Kokkinos  Eleftheria Panagiotaki  

Institution:University College London  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4815  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 97  

Automatic classification of early-onset neurodegenerative dementia patients using artificial neural networks

Automatic classification of Type 2 diabetes mellitus with and without microangiopathy via feature selection and support vector machine based on resting-state fMRI

Author:Jingge Lian  Jilei Zhang  Maolin Li  Kangan Li*  

Institution:Philips Healthcare  Philips Healthcare  Shanghai General Hospital, Shanghai Jiaotong University School of Medicine  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Analysis Methods  

Program Number:3925  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 71  

Automatic Dentate Nuclei Segmentation based on Quantitative Susceptibility Maps using a Convolutional Neural Network: Application to Healthy Controls and Cerebellar Ataxia Patients

Automatic detection and classification of brain tumors using deep learning and based on conventional MRI and clinical information

Author:Moran Artzi  Moshe Yerachmiel  Snir Shalom  Dafna Ben Bashat  

Institution:Tel Aviv Sourasky Medical Center  Tel Aviv University  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Pitch: Artificial Intelligence Neuro  

Program Number:0021  

Presentation Time:08:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Automatic detection and classification of brain tumors using deep learning and based on conventional MRI and clinical information

Author:Moran Artzi  Moshe Yerachmiel  Snir Shalom  Dafna Ben Bashat  

Institution:Tel Aviv Sourasky Medical Center  Tel Aviv University  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0021  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 20  

Automatic Detection and Quantification of Myocardial Scar in Patients with Prior Myocardial Infarction at 3T without Contrast Agents

Automatic Detection and Segmentation of Brain Metastases using Deep Learning on Multi-Modal MRI: A Multi-Center Study

Author:Endre Grøvik  Darvin Yi  Michael Iv  Elizabeth Tong  Kyrre Emblem  Line Nilsen  Cathrine Saxhaug  Kari Jacobsen  Åslaug Helland  Daniel Rubin  Greg Zaharchuk  

Institution:Oslo University Hospital  Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4733  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 15  

Automatic detection of age- and sex-related differences in human brain morphology

Automatic Detection of Cerebral Microbleeds using Susceptibility Weighted Imaging and Deep Learning

Automatic Detection of Cerebral Microbleeds using Susceptibility Weighted Imaging and Deep Learning

Automatic detection of prostate cancer lesion using various deep neural network in multi-parametric MRI combined including quantified parameters.

Author:Jinseong Jang  Jeong Kon Kim  Subeom Park  Won Tae Kim  Shin Uk Kang  Myung Jae Lee  Dongmin Kim  

Institution:Asan Medical Center  JLK Inspection  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1624  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 16  

Automatic Glioma Segmentation Algorithm Based on Superpixel Features

Author:Yaping Wu  Yusong Lin  Guohua Zhao  Longfei Li  Meiyun Wang  

Institution:Henan Provincial People’s Hospital  Xi’an Jiaotong University  Zhengzhou University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4802  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 84  

Automatic Identification of ICA Components using A Generative Adversarial Network

Author:Yiyu Chou  Snehashis Roy  Catie Chang  John Butman  Dzung Pham  

Institution:Center for Neuroscience and Regenerative Medicine  NIH  NINDS  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3858  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

Automatic Measurement of Infarct Volume and Prediction by Pial Collaterals in Experimental Acute Ischemic Stroke

Automatic pelvic bone registration of low-field MRI to pre-operative 3T-MRA for vascular interventions

Author:Derk Slotman  Jordy van Zandwijk  Frank Simonis  Ferdi van der Heijden  Robert Geelkerken  Bennie ten Haken  

Institution:Medisch Spectrum Twente  University of Twente  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Non-Thermal Interventional MRI  

Program Number:3854  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 175  

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  

Automatic Quality Assessment of Pediatric MRI via Nonlocal Residual Neural Networks

Automatic Search in Breast MRI Dataset For Detection of Suspicious Lesions Using Mask R-CNN

Author:Yang Zhang  Kai-Ting Chang  Siwa Chan  Peter Chang  Daniel Chow  Jeon-Hor Chen  Min-Ying Su  

Institution:Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pitch: Breast Power Pitch  

Program Number:0594  

Presentation Time:15:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Automatic Search in Breast MRI Dataset For Detection of Suspicious Lesions Using Mask R-CNN

Author:Yang Zhang  Kai-Ting Chang  Siwa Chan  Peter Chang  Daniel Chow  Jeon-Hor Chen  Min-Ying Su  

Institution:Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0594  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 35  

Automatic seed selection for resting state fMRI data analysis by using machine learning

Author:Mingyi Li  Katherine Koenig  Jian Lin  Mark Lowe  

Institution:Cleveland Clinic  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Analysis Methods  

Program Number:3907  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 53  

Automatic segmentation and follow-up of optic pathway gliomas using deep learning and based on conventional MRI

Automatic segmentation and follow-up of optic pathway gliomas using deep learning and based on conventional MRI