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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 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:

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:

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 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:

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:

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:

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:

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:

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:

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:

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:

Transfer learning with progressive training as a novel approach for classifying clinical forms of multiple sclerosis based on clinical MRI

Author:Daniel McClement  Jinseo Lee  Glen Pridham  Olayinka Oladosu  Zahra Hosseinpour  Yunyan Zhang  

Institution:University of British Columbia  University of Calgary  

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:1865  

Room Live Q&A Session:

Using an Artificial Neural Network for Fast Mapping of the Oxygen Extraction Fraction with Combined QSM and qBOLD

Author:Simon Hubertus  Sebastian Thomas  Junghun Cho  Shun Zhang  Yi Wang  Lothar Schad  

Institution:Cornell University  Heidelberg University  Weill Cornell Medical College  Tongji 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:1867  

Room Live Q&A Session: