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A deep learning framework with redundancy removal and its diagnostic performance of Parkinson's disease

Author:Fan Huang  Mingyi Zhou  Shi-ming Wang  Jing Wu  Liaqat Ali  Yi-Hsin Weng  Yao-Liang Chen  Jiun-Jie Wang  Yipeng Liu  

Institution:Chang Gung Memorial Hospital  Chang Gung Memorial Hospital  Chang Gung University  Keelung Chang Gung Memorial Hospital  University of Electronic Science and Technology of China  University of Electronic Science and Technology of China  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0027  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 26  

A Machine Learning approach to Predict Age-Related Motor Performance using MRI-MRS data

Author:Akila Weerasekera  Adrian Ion-Margineanu  Oron Levin  Diana Sima  Sabine Van Huffel  Stephan Swinnen  Uwe Himmelreich  

Institution:icometrix  Philips UK  University of Leuven  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0026  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 25  

AUTOMATED BRAIN TISSUE SEGMENTATION USING DEEP LEARNING AND IMPERFECT LABELING

Author:Chandan Ganesh Bangalore Yogananda  Benjamin Wagner  Gowtham Murugesan  Sahil Nalawade  Ananth Madhurantakam  Joseph Maldjian  

Institution:University of Texas Southwestern Medical Center  University of Texas Southwestern Medical Center  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0018  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 18  

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

Author:Moran Artzi  Sapir Gershov  Idan Bressler  Liat Ben-Sira  Shlomi Constantini  Tomer Gazit  Tali Halag-Milo  Dafna Ben Bashat  

Institution:Tel Aviv Sourasky Medical Center  Tel Aviv University  The Gilbert Israeli Neurofibromatosis Center  Department of Pediatric Neurosurgery  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0022  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 21  

Deep Learning for Identification of Active Lesions in Multiple Sclerosis Without Administration of Gadolinium Based Contrast Agent

Author:PONNADA NARAYANA  IVAN CORONADO  Sushmita Datta  SHEEBA SUJIT  FRED LUBLIN  JERRY WOLINSKY  REFAAT GABR  

Institution:Icahn School of Medicine at Mount Sinai  University of Texas Health Science Center at Houston  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0024  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 23  

Fully-Automated Glioma Volumetric Segmentation and Treatment Response Assessment in MRI using Deep Learning

Author:Ken Chang  Andrew Beers  Harrison Bai  James Brown  K Ly  Xuejun Li  Joeky Senders  Vasileios Kavouridis  Alessandro Boaro  Chang Su  Ena Agbodza  Wenya Bi  Otto Rapalino  Weihua Liao  Qin Shen  Hao Zhou  Bo Xiao  Yinyan Wang  Paul Zhang  Marco Pinho  Patrick Wen  Tracy Batchelor  Omar Arnaout  Bruce Rosen  Elizabeth Gerstner  Li Yang  Raymond Huang  Jayashree Kalpathy-Cramer  

Institution:Beijing Tiantan Hospital  Brigham and Women’s Hospital  Dana-Farber Cancer Institute  Hospital of the University of Pennsylvania  Massachusetts General Hospital  The Second Xiangya Hospital  Xiangya Hospital  Yale school of medicine  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0020  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 19  

Functional MRI-based Deep Learning Classification between Temporal Lobe Epilepsy Patients and Healthy Controls

Author:Maribel Torres-Velázquez  Gyujoon Hwang  Cole Cook  Bruce Hermann  Jeffery Binder  M. Elizabeth Meyerand  Alan McMillan  

Institution:Medical College of Wisconsin  University of Wisconsin School of Medicine and Public Health  University of Wisconsin School of Medicine and Public Health,   University of Wisconsin-Madison  University of Wisconsin-Madison,   

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0029  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 28  

High-resolution 3D MR Fingerprinting using parallel imaging and deep learning

Author:Yong Chen  Zhenghan Fang  Dinggang Shen  Weili Lin  

Institution:University of North Carolina at Chapel Hill  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0017  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 17  

Hippocampal segmentation for brains with extensive atrophy using three-dimensional convolutional neural networks

Author:Maged Goubran  Edward Ntiri  Hassan Akhavein  Melissa Holmes  Sean Nestor  Ramirez Joel  Sabrina Adamo  Fuqiang Gao  Christopher Scott  Anne Martel  Walter Swardfager  Mario Masellis  Rick Swartz  Bradley MacIntosh  Sandra Black  

Institution:Sunnybrook Research Institute  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0028  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 27  

MR IMAGE RECONSTRUCTION FROM UNDERSAMPLED k-SPACE USING DEEP LEARNING

Author:Chandan Ganesh Bangalore Yogananda  Sahil Nalawade  Gowtham Murugesan  Benjamin Wagner  Ananth Madhurantakam  Joseph Maldjian  

Institution:University of Texas Southwestern Medical Center  University of Texas Southwestern Medical Center  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0019  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 30  

Predictive and discriminative localization of IDH genotype in high grade gliomas using deep convolutional neural nets

Author:Adnan Ahmad  Srinjay Sarkar  Apurva Shah  Santosh Vani  Jitender Saini  Madhura Ingalhalikar  

Institution:National Institute of Mental Health and Neurosciences  Symbiosis International University  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0023  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 22  

Synthetic MRI through a Deep Neural Network Based Relaxometry and Segmentation

Author:Peng Cao  Jing Liu  Shuyu Tang  Andrew Leynes  Peder Larson  

Institution:University of California at San Francisco  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0016  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 16  

Thalamic Connectome Based Machine Learning for Predicting Individual Symptoms after Mild Traumatic Brain Injury

Author:Chia-Feng Lu  Yu-Chieh Kao  Li-Chun Hsieh  Sho-Jen Cheng  Nai-Chi Chen  Cheng-Yu Chen  

Institution:National Yang-Ming University  Taipei Medical University  Taipei Medical University Hospital  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0025  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 24  

Using convolutional neural networks to predict infarct development in acute ischemic stroke patients:  does reperfusion status matter?

Author:Yuan Xie  Yannan Yu  Thoralf Thamm  Charles Huang  Enhao Gong  Soren Christensen  Maarten Lansberg  Greg Zaharchuk  

Institution:Stanford University  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0030  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 29