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Aberrant white matter networks in methamphetamine-dependent patients and its application in support vector machine-based classification

Author:Yadi Li  Ping Cheng  Pu-Yeh Wu  Wenwen Shen  Huifen Liu  Jianbing Zhang  Haibo Dong  Wenhua Zhou  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Emerging Applications of AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging for CES II  

Program Number:3513  

Room Session:Concurrent 6  

Institution:GE Healthcare,Beijing,China  Ningbo Addiction Research and Treatment Center, Ningbo, China  Ningbo Medical Treatment Center Lihuili Hospital, Ningbo University  

AI & Brain Tumours

Author:Spyridon Bakas  

Session Type:Combined Educational & Scientific Session  

Session Date:Wednesday, 19 May 2021  

Topic:Emerging Applications of AI in Neuroimaging  

Session Name:AI & Neuroimaging: Are We There Yet?  

Program Number:

Room Session:Concurrent 6  

Institution:University of Pennsylvania  

    AI in Stroke & Hemorrhage Detection

    Author:Ona Wu  

    Session Type:Combined Educational & Scientific Session  

    Session Date:Wednesday, 19 May 2021  

    Topic:Emerging Applications of AI in Neuroimaging  

    Session Name:AI & Neuroimaging: Are We There Yet?  

    Program Number:

    Room Session:Concurrent 6  

    Institution:Massachusetts General Hospital  

      An Analysis of the Interpretability of Neural Networks trained on Magnetic Resonance Imaging for Stroke Outcome Prediction

      Author:Esra Zihni  Bryony McGarry  John Kelleher  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3503  

      Room Session:Concurrent 6  

      Institution:Technological University Dublin  University of Bristol  

      Automated assessment of paramagnetic rim lesions in multiple sclerosis patients with 3T and 7T MP2RAGE

      Author:Francesco La Rosa  Germán Barquero  Omar Al-Louzi  Bénédicte Maréchal  Tobias Kober  Jean-Philippe Thiran  Pascal Sati  Daniel Reich  Pietro Maggi  Martina Absinta  Meritxell Bach Cuadra  Cristina Granziera  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3507  

      Room Session:Concurrent 6  

      Institution:École Polytechnique Fédérale de Lausanne  Lausanne University Hospital and University of Lausanne  National Institute of Neurological Disorders and Stroke, National Institutes of Health  Siemens Healthcare AG  University Hospital Basel and University of Basel  Cedars-Sinai Medical Center  Cliniques universitaires Saint-Luc, Université catholique de Louvain  Johns Hopkins University  University of Lausanne  

      Automatic segmentation of fetal brain components from MRI using deep learning

      Author:Ori Ben Zvi  Netanell Avisdris  Bossmat Yehuda  Daphna Link Sourani  Leo Joskowicz  Elka Miller  Liat Ben Sira  Dafna Ben Bashat  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3515  

      Room Session:Concurrent 6  

      Institution:Medical Imaging, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Canada  Sagol Brain Institute, Tel Aviv Sourasky Medical Center  Israel  Sagol School of Neuroscience, Tel Aviv University  School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel  Sackler Faculty of Medicine, Tel Aviv University  

      Brain atrophy and machine learning algorithms on the prediction of dementia development

      Author:Pedro Henrique Rodrigues da Silva  Kaio Felippe Secchinato  Julia Palaretti  Renata Ferranti Leoni  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3517  

      Room Session:Concurrent 6  

      Institution:USP  

      Brain Gray Matter Nuclei Segmentation on Quantitative Susceptibility Mapping using Convolutional Neural Network

      Author:Chao Chai  Pengchong Qiao  Bin Zhao  Huiying Wang  Guohua Liu  Hong Wu  E.Mark Haacke  Wen Shen  Xinchen Ye  Zhiyang Liu  Shuang Xia  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3520  

      Room Session:Concurrent 6  

      Institution:Dalian University of Technology  Nankai University  Tianjin First Central Hospital, School of Medicine, Nankai University  Tianjin First Central Hospital, Tianjin Medical Imaging Institute, School of Medicine, Nankai University  Wayne State University  

      CE-Net: multi-inputs contrast enhancement network for nasopharyngeal carcinoma contrast enhanced T1-weighted MR synthesis

      Author:Wen Li  Ge Ren  Tian Li  Haonan Xiao  Francis Kar-ho Lee  Kwok-hung Au  Jing Cai  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3502  

      Room Session:Concurrent 6  

      Institution:Queen Elizabeth Hospital  The Hong Kong Polytechnic University  

      Classification of Alzheimer's Disease Based on Amyloid-PET using Random Forest Ensemble

      Author:Yiwen Bao  Patrick Ka-Chun Chiu  Yat-Fung Shea  Joseph SK Kwan  Felix Hon Wai Chan  Henry Ka-Fung Mak  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3498  

      Room Session:Concurrent 6  

      Institution:Imperial College London  Queen Mary Hospital  University of Hong Kong  

      Clinical Application of Twelve-fold Accelerated Submillimeter Whole Brain 3D-T2 weighted Imaging with Deep Learning Reconstruction

      Author:Yasutaka Fushimi  Satoshi Nakajima  Akihiko Sakata  Takuya Hinoda  Sonoko Oshima  Sayo Otani  Krishna Wicaksono  Hiroshi Tagawa  Yang Wang  Masahiro Nambu  Rimika Imai  Koji Fujimoto  Hitomi Numamoto  Kanae Miyake  Tsuneo Saga  Yuji Nakamoto  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3518  

      Room Session:Concurrent 6  

      Institution:Canon Medical Systems Corporation  Kyoto University Graduate School of Medicine  Kyoto University Hospital  

      Clinical evaluation of an AI-accelerated two-minute multi-shot EPI protocol for comprehensive high-quality brain imaging

      Author:Bryan Clifford  John Conklin  Susie Huang  Thorsten Feiweier  Zahra Hosseini  Augusto Goncalves Filho  Azadeh Tabari  Serdest Demir  Wei-Ching Lo  Maria Longo  Michael Lev  Pam Schaefer  Otto Rapalino  Kawin Setsompop  Berkin Bilgic  Stephen Cauley  

      Session Type:Combined Educational & Scientific Session  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging  

      Program Number:0661  

      Room Session:Concurrent 6  

      Institution:A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School  Massachusetts General Hospital  Siemens Healthcare GmbH  Siemens Medical Solutions USA, Inc.  Stanford University  

      A Comparative and Summative Study of Radiomics-Based Overall Survival Prediction in Glioblastoma Patients

      Author:Zhuoying Ruan  Nan Mei  Yiping Lu  Ji Xiong  Xuanxuan Li  Yajing Zhao  Pu-Yeh Wu  Li Liu  Bo Yin  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3496  

      Room Session:Concurrent 6  

      Institution:GE Healthcare, MR Research China  Huashan Hospital Fudan University  Shanghai Cancer Center, Fudan University  Shanghai Institute of Medical Imaging, Fudan University  

      A comparison of three whole brain segmentation methods for in vivo manganese enhanced MRI in animal models of Alzheimer's disease

      Author:Igor Varga  Hae Moon  Adam Conrad  Matthew Holbrook  Andrei Niculescu  Abinaya Lakshmanan  Robert Anderson  Christina Williams  Cristian Badea  Po-Wah So  Alexandra Badea  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3510  

      Room Session:Concurrent 6  

      Institution:Czech Technical University  Duke University  Duke University Medical Center  Georgia Institute of Technology  King's College London  Duke University Medical School  

      A deep learning approach to estimate voxelwise cardiac-related brain pulsatility from BOLD MRI

      Author:Nicholas Luciw  William Cameron  Andrew Robertson  Sarah Atwi  Bradley Macintosh  

      Session Type:Combined Educational & Scientific Session  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging  

      Program Number:0659  

      Room Session:Concurrent 6  

      Institution:Sunnybrook Research Institute  University of Toronto  University of Waterloo  

      Deep learning based prediction of H3K27M mutation in midline gliomas on multimodal MRI

      Author:Priyanka Tupe Waghmare  Piyush Malpure  Manali Jadhav  Abhilasha Indoria  Richa Singh Chauhan  Subhas Konar  Vani Santosh  Jitender Saini  Madhura Ingalhalikar  

      Session Type:Combined Educational & Scientific Session  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging  

      Program Number:0664  

      Room Session:Concurrent 6  

      Institution:National Institute of Mental Health & Neurosciences  National Institute of Mental Health and Neurosciences  Symbiosis Center for Medical Image Analysis  Symbiosis Center for Medical Image Analysis and Symbiosis Institute of Technology  Symbiosis Institute of Technology  

      Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Artificial Functional MRI Data

      Author:Nanyan Zhu  Chen Liu  Sabrina Gjerswold-Selleck  Xinyang Feng  Dipika Sikka  Scott Small  Jia Guo  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3487  

      Room Session:Concurrent 6  

      Institution:Columbia University  

      Deep learning prediction of retrieved stroke thrombus RBC content using quantitative, multiparametric MRI

      Author:Spencer Christiansen  Junmin Liu  Maria Bres Bullrich  Manas Sharma  Sachin Pandey  Mel Boulton  Luciano Sposato  Maria Drangova  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES II  

      Program Number:3506  

      Room Session:Concurrent 6  

      Institution:London Health Sciences Centre  Robarts Research Institute  Western University  

      Deep Learning-based Automatic Detection and Segmentation of Brain Metastases Using Multi-Task Learning with 3D Black-Blood and GRE Imaging

      Author:Yohan Jun*  Yae Won Park*  Yangho Lee  Kyunghwa Han  Chansik An  Seung-Koo Lee  Sung Soo Ahn**  Dosik Hwang**  

      Session Type:Combined Educational & Scientific Session  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging  

      Program Number:0662  

      Room Session:Concurrent 6  

      Institution:National Health Insurance Service Ilsan Hospital  Yonsei University  Yonsei University College of Medicine  

      Deep learning-based Cerebral Microbleeds detection on quantitative susceptibility mapping(QSM) for Stroke Cohort

      Author:Peng Xia  Zuojun Wang  Han Yu  Fan Huang  Henry MAK  Edward Hui  Peng Cao  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3491  

      Room Session:Concurrent 6  

      Institution:The Hong Kong Polytechnic University  The University of Hong Kong  

      DL-BET - A deep learning based tool for automatic brain extraction from structural magnetic resonance images in mice.

      Author:Sabrina Gjerswold-Selleck  Nanyan Zhu  Haoran Sun  Dipika Sikka  Jie Shi  Chen Liu  Tal Nuriel  Scott Small  Jia Guo  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3486  

      Room Session:Concurrent 6  

      Institution:Columbia University  

      Establishment of the automated diagnostic system using MR imaging for patients with progressive supranuclear palsy based on in vivo tau imaging

      Author:Hironobu Endo  Yuhei Takado  Kenji Tagai  Matsuoka Kiwamu  Manabu Kubota  Yasunori Sano  Keisuke Takahata  Maiko Ono  Chie Seki  Hideki Matsumoto  Oya Masaki  Yoko Ikoma  Kazunori Kawamura  Ming-rong Zhang  Hitoshi Shinotoh  Kenichi Oishi  Susumu Mori  Takahiko Tokuda  Hitoshi Shimada  Makoto Higuchi  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3500  

      Room Session:Concurrent 6  

      Institution:Johns Hopkins University School of Medicine  Kyoto University Graduate School of Medicine  National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology  Neurology Clinic Chiba  Tokyo Dental College  

      Image-to-image translation of 3T to 7T MRI using Generative Adversarial Networks: A step towards longitudinal harmonization

      Author:Eduardo Diniz  Karim Helmet  Tales Santini  Howard Eizenstein  Tamer Ibrahim  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3484  

      Room Session:Concurrent 6  

      Institution:University of Pittsburgh  

      Improved Automated Hippocampus Segmentation using Deep Neural Networks

      Author:Maximilian Sackl  Alina Dima  Christian Payer  Darko Štern  Reinhold Schmidt  Stefan Ropele  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3492  

      Room Session:Concurrent 6  

      Institution:Graz University of Technology  Medical University of Graz  

      Improved Segmentation of MR Brain Images by Integrating Bayesian and Deep Learning-Based Classification

      Author:Ruihao Liu  Ziyu Meng  Wenli Li  Yao Li  Yiping Du  Zhi-Pei Liang  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3489  

      Room Session:Concurrent 6  

      Institution:Shanghai Jiao Tong University  University of Illinois at Urbana-Champaign  

      Improving the generalizability of convolutional neural networks for T2-lesion segmentation of gliomas in the post-treatment setting

      Author:Jacob Ellison  Francesco Caliva  Pablo Damasceno  Tracy Luks  Marisa LaFontaine  Julia Cluceru  Anil Kemisetti  Yan Li  Valentina Pedoia  Javier Villanueva-Meyer  Janine Lupo  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3495  

      Room Session:Concurrent 6  

      Institution:UCSF  

      Increasing Feature Sparsity in Alzheimer's Disease Classification with Relevance-Guided Deep Learning

      Author:Christian Tinauer  Stefan Heber  Lukas Pirpamer  Anna Damulina  Reinhold Schmidt  Stefan Ropele  Christian Langkammer  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3499  

      Room Session:Concurrent 6  

      Institution:Medical University of Graz  

      Learning 4D Probabilistic Atlas of Fetal Brain with Multi-channel Registration Network

      Author:Yuchen Pei  Fenqiang Zhao  Liangjun Chen  Zhengwang Wu  Tao Zhong  Ya Wang  Li Wang  He Zhang  Gang Li  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:Emerging Applications of AI in Neuroimaging for CES I  

      Program Number:3481  

      Room Session:Concurrent 6  

      Institution:Department of Radiology and BRIC, University of North Carolina at Chapel Hill, USA  Department of Radiology, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China  

      Learning from Deep Learning

      Author:Eric Oermann  

      Session Type:Combined Educational & Scientific Session  

      Session Date:Wednesday, 19 May 2021  

      Topic:Emerging Applications of AI in Neuroimaging  

      Session Name:AI & Neuroimaging: Are We There Yet?  

      Program Number:

      Room Session:Concurrent 6  

      Institution:New York University Langone Health  

        Machine Learning Evaluation of the Effects of Prematurity on Regional BOLD Resting-State Activity and Connectivity, and T1-w Brain Volumes.

        Author:Antonio Chiarelli  Carlo Sestieri  Daniele Mascali  Richard Wise  Massimo Caulo  

        Session Type:Combined Educational & Scientific Session  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging  

        Program Number:0660  

        Room Session:Concurrent 6  

        Institution:University G. D'Annunzio of Chieti Pescara  

        Machine Learning-based Analysis of Heterogeneous, Multi-center MR Datasets: Impact of Scan Variability

        Author:Mariana Bento  Justin Park  Richard Frayne  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES II  

        Program Number:3514  

        Room Session:Concurrent 6  

        Institution:Hotchkiss Brain Institute, University of Calgary  University of Calgary  Calgary Image Processing and Analysis Centre, Foothills Medical Centre  

        Machine Learning-based Features of DKI to Evaluate and Automate Alzheimer's Disease and amnestic mild cognitive impairmentDiagnoses

        Author:Yu Zhang  Tongtong Li  Xiuwei Fu  Xianchang Zhang  Yuan Luo  Hongyan Ni  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES II  

        Program Number:3519  

        Room Session:Concurrent 6  

        Institution:Department of Radiology, China-Japan Friendship Hospital  Department of Radiology, Tianjin First Central Hospital  First Central Clinical College, Tianjin Medical University  MR Collaboration, Siemens Healthcare Ltd.  Tianjin Medical University General Hospital  

        Mapping transient coactivity patterns of brain in latent space with variational autoencoder neural network

        Author:Kaiming Li  Xiaoping Hu  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES I  

        Program Number:3497  

        Room Session:Concurrent 6  

        Institution:UC Riverside  

        MRI based IDH and grade prediction using convolutional neural networks

        Author:Sumeet Shinde  Abhilasha Indoria  Jitender Saini  Manish Beniwal  Vani Santosh  Madhura Ingalhalikar  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES I  

        Program Number:3483  

        Room Session:Concurrent 6  

        Institution:National Institute of Mental Health and Neurosciences  Symbiosis international university  

        Multi-class Deep Learning Glioma Segmentation in Hospital Data with Missing Sequences

        Author:Jiaming Wu  Hugh Pemberton  Ivar Kommers  Domenique Müller  Sjoerd Vos  Ferran Prados  Yipeng Hu  Pierre Robe  Hilko Ardon  Lorenzo Bello  Marco Rossi  Tommaso Sciortino  Marco Conti Nibali  Mitchel Berger  Shawn Hervey-Jumper  Wim Bouwknegt  Wimar Van den Brink  Julia Furtner  Seunggu Han  Albert Idema  Barbara Kiesel  Georg Widhalm  Alfred Kloet  Michiel Wagemakers  Aeilko Zwinderman  Sandro Krieg  Emmanuel Mandonnet  Philip de Witt Hamer  Roelant Eijgelaar  Frederik Barkhof  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES II  

        Program Number:3512  

        Room Session:Concurrent 6  

        Institution:Academic Medical Center  Isala Hospital  Lariboisière Hospital, APHP  Medical Center Haaglanden  Medical Center Slotervaart  Medical University Vienna  Northwest Clinics  Oregon Health and Science University  St. Elisabeth Hospital  Technische Universität München  Università degli Studi di Milano, Humanitas Research Hospital, IRCCS  University College London  University Medical Center Utrecht  University of California, San Francisco  University of Groningen, University Medical Center Groningen  Vrije Universiteit  VU University Medical Center  

        Novel machine learning method for clinically significant cortical lesion detection in multiple sclerosis

        Author:Eve Kazarian  Mariam Aboian  John Port  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES II  

        Program Number:3511  

        Room Session:Concurrent 6  

        Institution:Mayo Clinic  Yale University  

        Parkinson's Disease Subtype Identification Using Radiomics Based on Iron Deposition in Substantia Nigra

        Author:Zhijia Jin  Ruiqi Yu  Chenglong Wang  Naying He  Yan Li  Zenghui Cheng  Yida Wang  Mark Haacke  Guang Yang  Fuhua Yan  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES II  

        Program Number:3509  

        Room Session:Concurrent 6  

        Institution:East China Normal University  Ruijin Hospital, Shanghai Jiao Tong University School of Medicine  Magnetic Resonance Innovations, Inc.  Wayne State University  

        Performance evaluation of machine learning algorithms for multiple sclerosis phenotype classification using 7-Tesla MRI and clinical features

        Author:Seongjin Choi  Daniel Harrison  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES II  

        Program Number:3508  

        Room Session:Concurrent 6  

        Institution:University of Maryland School of Medicine  Johns Hopkins University School of Medicine  

        Preoperative MR Radiomics and ADC Value for Prediction of Progression and Recurrence in Meningiomas

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

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES I  

        Program Number:3488  

        Room Session:Concurrent 6  

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

        Preoperative MR Radiomics for Prediction of Progression and Recurrence in Non-functional Pituitary Macroadenomas

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

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES I  

        Program Number:3494  

        Room Session:Concurrent 6  

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

        Radio-pathomic models trained with autopsy tissue samples aligned to MP-MRI predict histopathological features in brain cancer patients.

        Author:Samuel Bobholz  Allison Lowman  Michael Brehler  Savannah Duenweg  Fitzgerald Kyereme  Elizabeth Cochran  Jennifer Connelly  Wade Mueller  Mohit Agarwal  Darren O'Neill  Anjishnu Banerjee  Peter LaViolette  

        Session Type:Combined Educational & Scientific Session  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging  

        Program Number:0663  

        Room Session:Concurrent 6  

        Institution:Medical College of Wisconsin  

        Rapid Estimation of Multiple Diffusion Maps from Undersampled Q-Space Data: A Comparison of Three Deep Learning Approaches

        Author:SeyyedKazem HashemizadehKolowri  Rong-Rong Chen  Ganesh Adluru  Edward V. DiBella  

        Session Type:Digital Poster  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:Emerging Applications of AI in Neuroimaging for CES II  

        Program Number:3505  

        Room Session:Concurrent 6  

        Institution:University of Utah  

        Role of AI in Image Acquisition & Processing

        Author:Tolga Cukur  

        Session Type:Combined Educational & Scientific Session  

        Session Date:Wednesday, 19 May 2021  

        Topic:Emerging Applications of AI in Neuroimaging  

        Session Name:AI & Neuroimaging: Are We There Yet?  

        Program Number:

        Room Session:Concurrent 6  

        Institution:Bilkent University  

          Self-Supervised Transfer Learning for Infant Cerebellum Segmentation with Multi-Domain MRIs

          Author:Yue Sun  Kun Gao  Shihui Ying  Weili Lin  Gang Li  Sijie Niu  Mingxia Liu  Li Wang  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Emerging Applications of AI in Neuroimaging  

          Session Name:Emerging Applications of AI in Neuroimaging for CES I  

          Program Number:3482  

          Room Session:Concurrent 6  

          Institution:UNC at Chapel Hill  

          A semi-supervised level-set loss for white matter hyperintensities segmentation on FLAIR without manual labels

          Author:Fan Huang  Peng Xia  Varut Vardhanabhuti  Edward Sai-Kam Hui  Gary Kui-Kai Lau  Henry Ka-Fung Mak  Peng Cao  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Emerging Applications of AI in Neuroimaging  

          Session Name:Emerging Applications of AI in Neuroimaging for CES I  

          Program Number:3493  

          Room Session:Concurrent 6  

          Institution:The Hong Kong Polytechnic University  The University of Hong Kong  

          Simulation of brain deficits on MRI: A novel approach of 'ground truth' generation for machine learning

          Author:Kattie Sepehri  Xiaowei Song  Ryan Proulx  Sujoy Hajra  Brennen Dobberthien  Careesa Liu  Ryan D'Arcy  Don Murray  Andra Krauze  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Emerging Applications of AI in Neuroimaging  

          Session Name:Emerging Applications of AI in Neuroimaging for CES I  

          Program Number:3490  

          Room Session:Concurrent 6  

          Institution:Baycrest Health Sciences Centre  BC Cancer  HealthTech Connex  National Research Council  Safe Software  Surrey Memorial Hospital  UBC  

          Task-aware 3D-Convolutional Neural Networks for Detailed Brain Parcellation

          Author:Junchuan Peng  Yashi Nan  Li Zhao  Huanhui Xiao  Silun Wang  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Emerging Applications of AI in Neuroimaging  

          Session Name:Emerging Applications of AI in Neuroimaging for CES II  

          Program Number:3516  

          Room Session:Concurrent 6  

          Institution:YIWEI Medical Technology Co., Ltd  Zhejiang University  

          Temporal progression patterns of white-matter degeneration in CBS and PSP identified with Subtype & Stage Inference (SuStaIn)

          Author:Yuya Saito  Peter Wijeratne  Koji Kamagata  Christina Andica  Wataru Uchida  Toshiaki Akashi  Akihiko Wada  Masaaki Hori  Shigeki Aoki  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Emerging Applications of AI in Neuroimaging  

          Session Name:Emerging Applications of AI in Neuroimaging for CES II  

          Program Number:3501  

          Room Session:Concurrent 6  

          Institution:Juntendo University Graduate School of Medicine  Toho University Omori Medical Center  University College London  Graduate School of Human Health Sciences, Tokyo Metropolitan University  

          Volumetric assessment of patients with Glioblastoma by HUMBLe: Hierarchical 3D U-Net for MRI Brain Lesion segmentation

          Author:Yuval Buchsweiler  Orna Aizenstein  Felix Bokstein  Idan Bressler  Netanell Avisdris  Deborah Blumenthal  Dror Limon  Dafna Ben Bashat  Moran Artzi  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Emerging Applications of AI in Neuroimaging  

          Session Name:Emerging Applications of AI in Neuroimaging for CES II  

          Program Number:3504  

          Room Session:Concurrent 6  

          Institution:Division of Oncology, Tel Aviv Sourasky Medical Center  Hebrew University of Jerusalem, Israel  Neuro-Oncology Service, Tel Aviv Sourasky Medical Center  Sackler Faculty of Medicine, Tel Aviv University  Sagol Brain Institute, Tel Aviv Sourasky Medical Center  The Iby and Aladar Fleischman Faculty of Engineering, Tel Aviv University  Division of Radiology, Tel Aviv Sourasky Medical Center  Sagol School of Neuroscience, Tel Aviv University  

          White matter hyperintensity volumes and cognition: Assessment of a deep learning-based lesion detection and quantification algorithm on ADNI

          Author:Lavanya Umapathy  Gloria Perez-Carillo  Blair Winegar  Srinivasan Vedantham  Maria Altbach  Ali Bilgin  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Emerging Applications of AI in Neuroimaging  

          Session Name:Emerging Applications of AI in Neuroimaging for CES I  

          Program Number:3485  

          Room Session:Concurrent 6  

          Institution:Mallinckrodt Institute of Radiology  University of Arizona  University of Utah