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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:

Automatic Assessment of DWI-ASPECTS for Assessment of Acute Ischemic Stroke using Recurrent Residual Convolutional Network

Author:Luu-Ngoc Do  Byung-Hyun Beak  Seul-Kee Kim  Hyung-Jeong Yang  Woong Yoon  Ilwoo Park  

Institution:Chonnam National University  Chonnam National University Hospital  Chonnam National University Hwasun Hospital  Chonnam National University Medical School and Hospital  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1866  

Room Live Q&A Session:

Automatic deep learning segmentation of grey and white matter lesions in 7T MRI data

Author:Frederik Sandig  Julian Emmerich  Edris El-Sanosy  Mark Ladd  Heinz-Peter Schlemmer  Sina Straub  

Institution:German Cancer Research Center (DKFZ)  Heidelberg University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1879  

Room Live Q&A Session:

Automatic detection of Multiple Sclerosis cortical lesions based on 3D-FLAIR and MP2RAGE sequences

Author:Francesco La Rosa  Ahmed Abdulkadir  Mário João Fartaria  Reza Rahmanzadeh  Riccardo Galbusera  Jean-Philippe Thiran  Cristina Granziera  Meritxell Bach Cuadra  

Institution:LTS5, École Polytechnique Fédérale de Lausanne  Neurologic Clinic and Policlinic, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel  Universitäre Psychiatrische Dienste and University of Bern  Lausanne Univers  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1862  

Room Live Q&A Session:

Automatic feature extraction and machine learning prediction of stroke functional outcome based on histogram information of baseline ADC

Author:Yoon-Chul Kim  In-Young Baek  Ji-Eun Lee  Ha Na Song  Woo-Keun Seo  

Institution:Samsung Medical Center, Sungkyunkwan University Sch. of Med.  Samsung Medical Center, Sungkyunkwan University School of Medicine  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1903  

Room Live Q&A Session:

Brain graph representation of structural disconnectivity estimated with an atlas-based approach in multiple sclerosis

Author:Veronica Ravano  Michaela Andelova  Mazen Fouad A-Wali Mahdi  Reto Meuli  Tomas Uher  Jan Krasensky  Manuela Vaneckova  Dana Horakova  Tobias Kober  Jonas Richiardi  

Institution:Charles University and General University Hospital in Prague  Lausanne University Hospital and University of Lausanne  Siemens Healthcare  Ecole Polytechnique Fédérale de Lausanne (EPFL)  École Polytechnique Fédérale de Lausanne (EPFL)  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1864  

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:

Combined Co-occurrence of Local Anisotropic Gradient Orientations (CoLlAGe) and Pyradiomics features to predict the prognosis of gliomas.

Author:Xiaoxue Liu  Baoming Li  Jianrui Li  Li Yu  Jun Xu  Guangming Lu  Zhiqiang Zhang  

Institution:Jinling Hospital, Nanjing University School of Medicine  Jiangsu Key Laboratory of Big Data Analysis Technique and CICAEET, Nanjing University of Information Science and Technology  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1913  

Room Live Q&A Session:

Decoupling the default mode network and global state oscillation by neural network-based prediction of the fMRI signal fluctuation

Author:Filip Sobczak  Yi He  Terrence Sejnowski  Xin Yu  

Institution:Howard Hughes Medical Institute, Computational Neurobiology Laboratory, Salk Institute for Biological Studies  Translational Neuroimaging and Neural Control Group, Max Planck Institute for Biological Cybernetics  Danish Research Centre for Magnetic Resona  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1874  

Room Live Q&A Session:

Deep learning based image reconstruction for improved multiparameter mapping and synthetic MRI

Author:Ken-Pin Hwang  Xinzeng Wang  Marc Lebel  Peter Johansson  Catharina Petersen  Marcel Warntjes  Ersin Bayram  Suchandriam Banerjee  Jingfei Ma  Jason Johnson  

Institution:GE Healthcare  SyntheticMR  The University of Texas M.D. 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 3  

Program Number:1876  

Room Live Q&A Session:

Deep Learning Enables Accurate Quantitative Volumetric Brain MRI with 2x Faster Scan Times

Author:Long Wang  Suzie Bash  Sara Dupont  Sebastian Magda  Chris Airriess  Enhao Gong  Greg Zaharchuk  Ajit Shankaranarayanan  Tao Zhang  

Institution:CorTechs Labs Inc  RadNet  Stanford University  Subtle Medical Inc  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1877  

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:

A Deep Transfer Learning Model to Predict Patient Outcome in ICH using the Fusion of Clinical and Fluid-Attenuated Inversion Recovery Imaging Data

Author:Jinghua Wang  Ming Chen  Lili He  Hailong Li  Vivek Khandwala  David Wang  Brady Williamson  Daniel Woo  Achala Vagal  

Institution:Cincinnati Children’s Hospital Medical Center  University of Cincinnati  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1909  

Room Live Q&A Session:

Deep-Learning based Segmentation and Localization of White Matter Hyperintensities on Magnetic Resonance Images

Author:Wenhao Jiang  Jian Zhang  Peng Cao  Jing Gu  Silun Wang  

Institution:The University of Hong Kong  YiWei Medical Technology Co.,Ltd  Harbin Institute of Technology  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1863  

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:

Detection of cerebral infarction and estimation of vascular territory via deep convolutional autoencode

Author:Yuya Saito  Akihiko Wada  Shimpei Kato  Koji Kamagata  Masaaki Hori  Shigeki Aoki  

Institution:Juntendo University  Toho University Omori Medical Center  Tokyo Metropolitan University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1906  

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:

An end-to-end MR-based classification of arteriolar sclerosis using 3D convolutional neural networks

Author:Nazanin Makkinejad  Ashish Tamhane  Carles Javierre Petit  Arnold Evia  David Bennett  Julie Schneider  Konstantinos Arfanakis  

Institution:Illinois Institute of Technology  Rush University Medical Center  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1868  

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:

Fast prediction of whole-brain cerebral microbleed masks from 7T SWI imaging with a deep residual 3D UNet

Author:James Golden  Yicheng Chen  Melanie Morrison  Kate Nelson  Janine Lupo  

Institution:University of California San Francisco  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1869  

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:

Fetal Cortical Plate Segmentation using 2D Recurrent Residual U-Net with Plane Aggregation

Author:Jinwoo Hong  HyukJin Yun  Gilsoon Park  Jong-Min Lee  Kiho Im  

Institution:Boston Children's Hospital  Hanyang University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1870  

Room Live Q&A Session:

Functional and structural connectivity predict MS patients’ impairment level using an ensemble model applied with a machine learning method

Author:Ceren Tozlu  Keith Jamison  Susan Gauthier  Amy Kuceyeski  

Institution:Weill Cornell Medicine  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1886  

Room Live Q&A Session:

Identifying texture features that may serve as bio-markers of various subgroups of glioblastoma segmented using T1-perfusion MRI

Author:Suhail Parvaze  Mamta Gupta  Anup Singh  Rana Patir  Sunita Ahlawat  Madhura Ingalhalikar  Neha Vats  Rakesh Gupta  

Institution:Fortis Memorial Research Institute  Indian Institute of Technology  Philips Innovation Campus  Symbiosis Center for Medical Image analysis, Symbiosis International University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1914  

Room Live Q&A Session:

Improving Segmentation Method with the Combination between Deep Learning and Uncertainties in Brain Tumor

Author:Joohyun Lee  Jongho Lee  Haejin Kim  

Institution:Hongik University  Seoul National University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1904  

Room Live Q&A Session:

Incorporating Deep Learning into Multi-shot EPI DWI Reconstruction

Author:Hui Zhang  Ziying Feng  Fei Dai  Weibo CHEN  Yishi Wang  Chengyan Wang  He Wang  

Institution:Fudan University  Philips Healthcare  Philips Heathcare  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1881  

Room Live Q&A Session:

Initial clinical evaluation of deep-learning-based image synthesis and superresolution using a clinical dataset of patients with brain lesions

Author:Ai Nakao  Daiki Tamada  Tomohiro Takamura  Shintaro Ichikawa  Utaroh Motosugi  Yasuhiko Terada  

Institution:University of Tsukuba  University of Yamanashi  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1883  

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:

A Machine Learning Based Method to Distinguish between Tumor and Non-Tumor within FLAIR Non-Enhancing Regions of Brain Lesions

Author:Robert Wujek  Melissa Prah  Mona Al-Gizawiy  Kathleen Schmainda  

Institution:Medical College of Wisconsin  Marquette University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1882  

Room Live Q&A Session:

A machine learning model using T2-weighted FLAIR radiomics features to predict patient outcome in ICH

Author:Jinghua Wang  Ming Chen  Lili He  Hailong Li  Vivek Khandwala  David Wang  Brady Williamson  Daniel Woo  Achala Vagal  

Institution:Cincinnati Children’s Hospital Medical Center  University of Cincinnati  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1910  

Room Live Q&A Session:

The moderation effects of depression and anxiety on sleep-linked cortical morphology in general population

Author:Yanlin Wang  Ping Jiang  Shi Tang  Lu Lu  Xuan Bu  Hailong Li  Yingxue Gao  Lianqing Zhang  Lingxiao Cao  Jing Liu  Xinyue Hu  Xinyu Hu  Qiyong Gong  Xiaoqi Huang  

Institution:Huaxi MR Research Center (HMRRC), Functional and molecular imaging Key Laboratory of Sichuan Province, Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1875  

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:

Predicting suicidal ideation from depressive patients using autoencoder machine-learning model with brain generalized q-sampling imaging

Author:Jun-Cheng Weng  Tung-Yeh Lin  Man Teng Cheok  Yuan-Hsiung Tsai  Yi-Peng Eve Chang  Vincent Chin-Hung Chen  

Institution:Chang Gung Memorial Hospital  Chang Gung University  Columbia University  Chang Gung University and Chang Gung Memorial Hospital at Linkou  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1888  

Room Live Q&A Session:

Predicting the brain state index, pupil dynamics, with rs-fMRI signal-trained models

Author:Filip Sobczak  Patricia Pais-Roldán  Xiaoning Zhao  Xin Yu  

Institution:Translational Neuroimaging and Neural Control Group, High Field Magnetic Resonance Department, Max Planck Institute for Biological Cybernetics  Forschungszentrum Jülich  Graduate Training Centre of Neuroscience, International Max Planck Research School, U  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1873  

Room Live Q&A Session:

Prediction of Hemorrhage Free Survival after Gamma Knife Radiosurgery Based on Preradiosurgical MR Radiomics in Cavernous Malformation

Author:Chia-Feng Lu  Cheng-Chia Lee  Hsiu-Mei Wu  Huai-Che Yang  Man-Chin Chen  Chung-Jung Lin  Wan-Yuo Guo  Wen-Yuh Chung  

Institution:National Yang-Ming University  Taipei Veteran General Hospital  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1905  

Room Live Q&A Session:

Quantitative imaging enhancement with deep learning based denoising: a validation study

Author:Valentin Prevost  Bei Zhang  Clemence Bal  Wolter de Graaf  

Institution:Bordeaux University  Canon Medical Systems Corporation  Canon Medical systems Europe  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1878  

Room Live Q&A Session:

Radiomics and Machine Learning for Prediction of Recurrence in Meningiomas

Author:Ching-Chung Ko  Yang Zhang  Kai-Ting Chang  Jeon-Hor Chen  Min-Ying Su  

Institution:Chi Mei Medical Center  University of California  Chia Nan University of Pharmacy and Science  E-Da Hospital/I-Shou University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1907  

Room Live Q&A Session:

Radiomics Approach for Prediction of Recurrence in Pituitary Macroadenomas

Author:Ching-Chung Ko  Kai-Ting Chang  Yang Zhang  Jeon-Hor Chen  Min-Ying Su  

Institution:Chi Mei Medical Center  University of California  Chia Nan University of Pharmacy and Science  E-Da Hospital/I-Shou University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1908  

Room Live Q&A Session:

Radiomics biomarker analysis for differentiating glioblastoma and brain solitary metastasis from lung cancer using T2-weighted imaging

Author:Zhe Liu  Wenxin Xue  Xiaotong Liu  Ting Liang  Chao Jin  Xiaocheng Wei  Buyue Qian  Jian Yang  

Institution:GE Healthcare,  The first affiliated Hospital of Xi’an Jiaotong University  Xi’an Jiaotong University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1915  

Room Live Q&A Session:

A radiomics signature for supratentorial extra-ventricular ependymomas on multimodal MRI

Author:Sumeet Shinde  Tanay Chougule  Jitender Saini  Madhura Ingalhalikar  

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

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1911  

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:

Realistic MRI simulation pipeline for anatomically variable normal young, aging and diseased brain

Author:Aymen Ayaz  Jouke Smink  Tom Geraedts  Cristian Lorenz  Juergen Weese  Marcel Breeuwer  

Institution:Eindhoven University of Technology  Philips Healthcare  Philips Research Laboratories  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1871  

Room Live Q&A Session:

Regional gray matter volume predicts HIV-positive patients with HAND using a machine learning approach

Author:Danhui Fu  Guanqiao Jin  Lidong Liu  Wenjuan Deng  Wei Zhang  Qianlin Ding  Weiyin Liu  Long Qian  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 3  

Program Number:1884  

Room Live Q&A Session:

Representation Learning of Fiber Tracts and Direct Comparison of Tract Distributions

Author:Kaikai Shen  Lee Reid  Samantha Burnham  Jurgen Fripp  

Institution:CSIRO  Macquarie University  Rapiscan Systems  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1880  

Room Live Q&A Session:

A robust transfer learning method to improve early diagnosis of autism spectrum disorder classification

Author:Bonian Lu  Gopikrishna Deshpande  

Institution:Auburn University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1872  

Room Live Q&A Session:

A Support Vector Machine Prediction Model for HIV-Status in Adults Using Magnetic Resonance Angiography and Arterial Spin Labeling of the Brain

Author:Kyle Murray  Igor Titoff  Henry Wang  Jianhui Zhong  Giovanni Schifitto  

Institution:University of Rochester  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1885  

Room Live Q&A Session: