Browse All

Current Filters

CLEAR FILTER x

TITLE

Classification of Pediatric Posterior Fossa Tumors using Convolutional Neural Network and Tabular Data

Author:Moran Artzi  Erez Redmard  Oron Tzemach  Jonathan Zeltser  Omri Gropper  Jonathan Roth  Ben Shofty  Danil A. Kozyrev  Shlomi Constantini  Liat Ben-Sira  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0602  

Room Session:Concurrent 6  

Institution:Tel Aviv Sourasky Medical Center  Tel Aviv University  

CT-to-MR image synthesis: A generative adversarial network-based method for detecting hypoattenuating lesions in acute ischemic stroke

Author:Na Hu  Tianwei Zhang  Yifan Wu  Biqiu Tang  Minlong Li  Qiyong Gong  Shi Gu  Su Lui  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0599  

Room Session:Concurrent 6  

Institution:University of Electronic Science and Technology of China  University of Pennsylvania  West China Hospital of Sichuan University  

Deep Learning Segmentation of Lenticulostriate Arteries Using 3T and 7T 3D Black-Blood MRI

Author:Samantha Ma  Mona Sharifi Sarabi  Kai Wang  Wenli Tan  Huiting Wu  Lei Hao  Yulan Dong  Hong Zhou  Lirong Yan  Yonggang Shi  Danny Wang  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0603  

Room Session:Concurrent 6  

Institution:Siemens Medical Solutions USA, Inc.  The First Affiliated Hospital of University of South China  University of Southern California  

Deep learning super-resolution for sub-50-micron MRI of genetically engineered mouse embryos

Author:Zihao Chen  Yuhua Chen  Ankur Saini  William Devine  Yibin Xie  Cecilia Lo  Debiao Li  Yijen Wu  Anthony Christodoulou  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0601  

Room Session:Concurrent 6  

Institution:Cedars-Sinai Medical Center  University of Pittsburgh  UCLA  

Deep Learning-based high-resolution pseudo-CT to detect cranial bone abnormalities for pediatric patients using MRI

Author:Parna Eshraghi Boroojeni  Yasheng Chen  Paul Commean  Cihat Eldeniz  Udayabhanu Jammalamadaka  Gary Skolnick  Kamlesh Patel  Hongyu An  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0607  

Room Session:Concurrent 6  

Institution:Washington University in St. Louis  

Disability Prediction in Multiple Sclerosis using Ensemble of Machine Learning Models and DTI Brain Connectivity

Author:Berardino Barile  Aldo Marzullo  Claudio Stamile  Françoise Durand-Dubief  Dominique Sappey-Marinier  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0604  

Room Session:Concurrent 6  

Institution:CGnal  Hospices Civils de Lyon  Université Claude Bernard Lyon 1  University of Calabria  CERMEP - Imagerie du Vivant  

The feasibility of an optimized Faster R-CNN in detection and differentiation HT from PTMC Using high b-value DWI with RESOLVE

Author:ChengLong Deng  BingChao Wu  QingJun Wang  Qinglei Shi  Bei Guan  DaCheng Qu  YongJi Wang*  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0605  

Room Session:Concurrent 6  

Institution:Collaborative Innovation Center, Institute of Software, Chinese Academy of Sciences  Department of Radiology, PLA 6th medical center  MR Scientific Marketing, Siemens Healthcare  School of Computer Science and Technology, Beijing Institute of Technology  State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences  University of Chinese Academy of Sciences  

Identification of diffusion-based micro-structural measures most sensitive to multiple sclerosis focal damage using GAMER-MRI

Author:Po-Jui Lu  Muhamed Barakovic  Matthias Weigel  Reza Rahmanzadeh  Riccardo Galbusera  Simona Schiavi  Alessandro Daducci  Francesco La Rosa  Meritxell Bach Cuadra  Robin Sandkühler  Jens Kuhle  Ludwig Kappos  Philippe Cattin  Cristina Granziera  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0606  

Room Session:Concurrent 6  

Institution:Ecole Polytechnique Fédérale de Lausanne  University Hospital Basel and University of Basel  University of Basel  University of Verona  University of Lausanne  Lausanne University Hospital and University of Lausanne  University Hospital Basel  

Identifying Diffuse Intrinsic Pontine Glioma (DIPG) Subtypes via Radiomic Approaches

Author:Silu Zhang  Zoltan Patay  Bogdan Mitrea  Angela Edwards  Lydia Makepeace  Matthew Scoggins  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0600  

Room Session:Concurrent 6  

Institution:Activ Surgical  St. Jude Children's Research Hospital  

A unsupervised machine learning approach for classification of white matter hyperintensity patterns applied to Systemic Lupus Erythematosus.

Author:Theodor Rumetshofer  Francesca Inglese  Jeroen de Bresser  Peter Mannfolk  Olof Strandberg  Markus Nilsson  Itamar Ronen  Andreas Jönsen  Linda Knutsson  Tom Huizinga  Gerda Steup-Beekman  Pia Sundgren  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0608  

Room Session:Concurrent 6  

Institution:Leiden University Medical Center  Lund University  Lund University, Skåne University Hospital  Skåne University Hospital  Johns Hopkins University School of Medicine