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Connecting Histology and MRI using Deep Learning

Author:Zifei Liang  Choong Lee  Tanzil Arefin  Piotr Walczak  Song-Hai Shi  Florian Knoll  Yulin Ge  Leslie Ying  Jiangyang Zhang  

Institution:Memorial Sloan Kettering Cancer Center  NYU Langone Health  University at Buffalo  University of Maryland School of Medicine  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1291  

Room Live Q&A Session:Thursday Parallel 2  

A deep learning approach for hemodynamic parameter estimation from multi-delay arterial spin-labelled MRI

Author:Nicholas Luciw  Zahra Shirzadi  Sandra Black  Maged Goubran  Bradley MacIntosh  

Institution:Sunnybrook Research Institute  University of Toronto  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1289  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning Detection of Penumbral Tissue on Arterial Spin Labeling in Stroke

Author:Kai Wang  Qinyang Shou  Samantha Ma  David Liebeskin  Xin Qiao  Jeffrey Saver  Noriko Salamon  Songlin Yu  Hosung Kim  Yannan Yu  Yuan Xie  Greg Zaharchuk  Fabien Scalzo  Danny Wang  

Institution:Beijing Tiantan Hospital, Capital Medical University  Stanford University  University of California, Los Angeles  University of Southern California  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1288  

Room Live Q&A Session:Thursday Parallel 2  

Estimating the capillary input function using deep learning approach for Dynamic Contrast-Enhanced MRI assessment of blood brain barrier

Author:Jonghyun Bae  Li Feng  Krzysztof Geras  Florian Knoll  Yulin Ge  Sungheon Kim  

Institution:Center for Advanced Imaging Innovation and Research  Icahn School of Medicine at Mount Sinai  Sackler Institute of Graduate Biomedical Science,NYU School of Medicine  Center for Biomedical Imaging, NYU  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1287  

Room Live Q&A Session:Thursday Parallel 2  

Fiber orientation robust myelin water fraction mapping using complex-valued neural network in multi-echo gradient echo

Author:Soozy Jung  Kanghyun Ryu  Jae Eun Song  Mina Park  Dong-Hyun Kim  

Institution:Gangnam Severance Hospital  Yonsei University  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1290  

Room Live Q&A Session:Thursday Parallel 2  

Gaussian Process Progression Modelling of structural MRI changes in Huntington’s disease

Author:Peter Wijeratne  Sara Garbarino  Eileanoir Johnson  Sarah Gregory  Rachael Scahill  Sarah Tabrizi  Marco Lorenzi  Daniel Alexander  

Institution:Université Côte d’Azur  University College London  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1293  

Room Live Q&A Session:Thursday Parallel 2  

The neural network model that can consider the inhomogeneity of the judgements between different annotators: implementation for MRA diagnosis

Author:Yasuhiko Tachibana  Masataka Nishimori  Masaaki Chiku  Naoyuki Kitamura  Kensuke Umehara  Junko Ota  Takayuki Obata  Tatsuya Higashi  

Institution:Medical Check Studio Ginza Clinic  MNES corporation  National Institute of Radiological Sciences, QST  QST Hospital, QST  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1284  

Room Live Q&A Session:Thursday Parallel 2  

Predicting brain function from anatomy with geometric deep learning using high-resolution MRI data

Author:Fernanda Ribeiro  Steffen Bollmann  Alexander Puckett  

Institution:University of Queensland  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1285  

Room Live Q&A Session:Thursday Parallel 2  

The substantial influence of negative sampling and prevalence when presenting classification results: case study with TOF-MRA

Author:Tommaso Di Noto  Guillaume Marie  Sebastien Tourbier  Guillaume Saliou  Meritxell Bach Cuadra  Patric Hagmann  Jonas Richiardi  

Institution:Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL)  Advanced Clinical Imaging Technology, Siemens Healthcare  Medical Image Analysis Laboratory (MIAL), Centre d’Imagerie BioMédicale (CIBM)  Signal Processing Lab  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1292  

Room Live Q&A Session:Thursday Parallel 2  

Toward a site and scanner-generic deep learning model for reduced gadolinium dose in contrast-enhanced brain MRI

Author:Srivathsa Pasumarthi Venkata  Jonathan Tamir  Enhao Gong  Greg Zaharchuk  Tao Zhang  

Institution:Subtle Medical Inc.  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1286  

Room Live Q&A Session:Thursday Parallel 2