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3D Mask R-CNN model comparison for brain tumor segmentation in individual modality dataset

Author:Huijin Song  Eunji Kim  Hyunsil Cha  Moon Jung Hwang  Yongmin Chang  Chul-Ho Sohn  

Institution:GE Health Korea  Kyungpook National University  Seoul National University Hospital  College of Medicine, Kyungpook National University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1891  

Room Live Q&A Session:

Application of GAN in optimizing compressed sensed MR imaging of brachxial plexus

Author:Yan Fu  Tianjing Zhang  Haixia Li  Yichen Tong  Xiangchuang Kong  Dingxi Liu  

Institution:EPFL  Philips Healthcare  Radiology, Union Hospital,Tongji Medical College, Huazhong University of Science and Technology  Sun Yat-Sen University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1900  

Room Live Q&A Session:

Automated Segmentation of Brain Meningioma MRIs with Generative Adversarial Networks

Author:Agata Sularz  Fulvio Zaccagna  Dimitri Kessler  Fraser Tonnard  Sonia Benitez  Thomas Santarius  Fiona Gilbert  Tomasz Matys  Joshua Kaggie  

Institution:University of Cambridge  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1894  

Room Live Q&A Session:

Can MRI of the lumbar spine identify neurogenic claudication patients reliably? - Comparison of single variable and machine learning approaches.

Author:Richard Gagen  Carmen Dragos  Charles Hutchinson  

Institution:University Hospital Covenry and Warwickshire  University of Warwick  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1901  

Room Live Q&A Session:

Deep Learning for Classifying Patients with Obstructive Sleep Apnea from Healthy Controls using High-resolution T1-weighted Images

Author:Bo Pang  Bhaswati Roy  Milena Lai  Luke Ehlert  Ravi Aysola  Daniel Kang  Ariana Anderson  Rajesh Kumar  

Institution:University of California at Los Angeles  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1902  

Room Live Q&A Session:

Deep Learning synthesis of PET-like CBF maps from arterial spin labeling MRI: Rapid Clinical Deployment & Evaluation

Author:David Shin  David Chen  Audrey Fan  Moss Zhao  Jia Guo  Suchandrima Banerjee  Greg Zaharchuk  

Institution:GE Healthcare  Stanford University  University of California  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1895  

Room Live Q&A Session:

Deep-Learning Reconstruction Method for Improved High-Resolution Imaging of the Lateral Rectus-Superior Rectus Band in a Clinical Setting

Author:Patrick Quarterman  Gul Moonis  Marc Lebel  

Institution:Columbia University  GE Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1897  

Room Live Q&A Session:

Differentiation of adult supratentorial ependymomas from high grade gliomas using textural features based on diffusion weighted imaging.

Author:Abhilasha Indoria  Madhura Ingalhalikar  Jitender Saini  

Institution:NIMHANS  Symbiosis International University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1892  

Room Live Q&A Session:

The efficacy of half dose gadolinium for contrast enhanced MRI of the brain using artificial intelligence algorithms and machine learning.

Author:Matthew Kuhn  Julia Patriarche  Douglas Patriarche  Annabel Kuhn  Andrew Kuhn  

Institution:A.I. Analysis, Inc.  Medical College of Wisconsin  University of Illinois College of Medicine  Yale University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1890  

Room Live Q&A Session:

Evidence of altered degree centrality on patients with HIV: a machine learning approach

Author:Danhui Fu  Guanqiao Jin  Lidong Liu  Wenjuan Deng  Sen Hong  Qianlin Ding  Long Qian  Weiyin Liu  Danke Su  

Institution:GuangXi Medical University Cancer Hospital  MR Research, GE Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1898  

Room Live Q&A Session:

Feasibility of deep learned reconstruction for dual-echo fast spin echo based T2 mapping of the hippocampus and hippocampal subfield

Author:Ho-Joon Lee  Yeonah Kang  Marc Lebel  Min Soo Park  Joonsung Lee  

Institution:GE Healthcare  GE Healthcare Korea  Haeundae Paik Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1889  

Room Live Q&A Session:

A Machine Learning Approach for investigation of white matter abnormalities in Parkinson’s disease

Author:xiao hu  chaoyong xiao  xiangrong zhang  sidong liu  zaixu cui  weiguo liu  Long Qian  

Institution:Macquarie University  nanjing brain Hospital  Peking University  University of Pennsylvania  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1899  

Room Live Q&A Session:

On Differentiation of Pilocytic Astrocytoma from High-Grade-Glioma Tumor using Machine Learning Based upon Quantitative T1 Perfusion MRI

Author:Anup Singh  Neha Vats  Virendra Yadav  Anirban Sengupta  Rakesh Gupta  Sumeet Agarwal  Mamta Gupta  Rana Patir  Sunita Ahlawat  Jitender Saini  

Institution:Fortis Memorial Research Institute  Indian Institute of Technology Delhi  NIMHANS Bangalore  Vanderbilt University Medical Center  AIIMS  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1893  

Room Live Q&A Session:

Rapid brain segmentation in T1w MRI with fully convolutional networks: development and comparison of different network constructions

Author:Jeremiah Sanders  Jason Johnson  Jong Son  Zijian Zhou  Henry Chen  Joshua Yung  Jason Stafford  Melissa Chen  Maria Gule-Monroe  Ho-Ling Liu  Mark Pagel  Jingfei Ma  

Institution:University of Texas MD Anderson Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1896  

Room Live Q&A Session: