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3D U-Net for Automated Segmentation of the Thoracic Aorta in 4D-Flow derived 3D PC-MRA

Author:Haben Berhane  Michael Scott  Joshua Robinson  Cynthia Rigsby  Michael Markl  

Institution:Lurie Childrens Hospital of Chicago  Northwestern University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4734  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 16  

An fully automatic prostate segmentation based on generative adversarial networks

Author:Yi Zhu  Rong Wei  Ge Gao  Jue Zhang  Xiaoying Wang  

Institution:Peking University  Peking University  Peking University First Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4742  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 24  

Automated femoro-tibial cartilage segmentation of OA patients with and without bone abnormality

Automated intervertebral disc segmentation using a two-pathway network

Author:Fei Gao  Shui Liu  Xiaodong Zhang  Jue Zhang  Xiaoying Wang  

Institution:Peking University  Peking University  Peking University First Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4727  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies

Author:Thomas Kuestner  Sarah Müller  Marc Fischer  Martin Schwartz  Petros Martirosian  Bin Yang  Fritz Schick  Sergios Gatidis  

Institution:King's College London  King's College London  University Hospital Tübingen  University of Stuttgart  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4730  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Automated Segmentation of Substantia Nigra in Neuromelanin-Sensitive Magnetic Resonance Imaging

Author:Touseef Ahmad Qureshi  Cody Lynch  Elliot Hogg  Tina Wu  Michele Tagliati  Debiao Li  Zhaoyang Fan  

Institution:Cedars-Sinai Medical Center  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4724  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 6  

Automatic Detection and Segmentation of Brain Metastases using Deep Learning on Multi-Modal MRI: A Multi-Center Study

Author:Endre Grøvik  Darvin Yi  Michael Iv  Elizabeth Tong  Kyrre Emblem  Line Nilsen  Cathrine Saxhaug  Kari Jacobsen  Åslaug Helland  Daniel Rubin  Greg Zaharchuk  

Institution:Oslo University Hospital  Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4733  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 15  

Automatic Segmentation of Carotid Vessel Wall on GOAL-SNAP Images using SE-UNet

Author:Yuze Li  Haikun Qi  Huiyu Qiao  Hualu Han  Xihai Zhao  Chun Yuan  Huijun Chen  

Institution:King's College  Tsinghua University  Tsinghua University  University of Washington  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4743  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

Beyond Dice Coefficient: Evaluating Shape Biomarker Preservation in Neural Network Segmentations

Author:Claudia Iriondo  Valentina Pedoia  Michael Girard  Sharmila Majumdar  

Institution:University of California, San Francsico  University of California, Berkeley  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4731  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 13  

Complete Segmentation of Human Thigh and Calf Muscles/Tissues with Convolutional Neural Network and Partially Segmented Training Images

Author:Chun Kit Wong  Tian Siew Yap  Serene Shi Hui Teo  Maria Kalimeri  Mary Charlotte Stephenson  

Institution:National University of Singapore  AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH (A*STAR)  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4741  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 23  

Conditional adversarial network for segmentation with simple loss function

Author:Andre Maximo  Chitresh Bhushan  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4737  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 19  

Deep convolutional neural networks for brain lesion segmentation in multiple sclerosis using clinical MRI scans

Author:Sunny Nagam  Glen Pridham  Yunyan Zhang  

Institution:University of Calgary  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4739  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Deep learning segmentation (AxonDeepSeg) to generate axonal-property map from ex vivo human optic chiasm using light microscopy

Author:Thibault Tabarin  Maria Morozova  Carsten Jaeger  Henriette Rush  Markus Morawski  Stefan Geyer  Siawoosh Mohammadi  

Institution:Max Planck Institute for Human Cognitive and Brain Sciences  Medical Center Hamburg-Eppendorf  University Leipzig  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4722  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

Development of U-Net Breast Density Segmentation Method for Fat-Sat T1-Weighted Images Using Transfer Learning from Model for Non-Fat-Sat Images

Fully Automatic Learning-based Multi-Organ Segmentation(ALMO) in abdominal MRI for Radiotherapy Planning using Deep Neural Networks

Author:Yuhua Chen  Yujin Xie  Lixia Wang  Jiayu Xiao  Zixin Deng  Yi Lao  Richard Tuli  Debiao Li  Wensha Yang  Zhaoyang Fan  

Institution:Beihang University  Cedars-Sinai Medical Center  Beijing Chaoyang Hospital, Capital Medical University  UCLA  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4732  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 14  

Performance of Automatic Cerebral Arterial Segmentation of MRA Images Improves in Patients with Anemia and Sickle Cell Disease Compared with Healthy Volunteers.

Author:Alexander Saunders  John Wood  Matthew Borzage  

Institution:Children's Hospital Los Angeles  University of Southern California  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4726  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 8  

Performant summative 3D rendering of voxel-wise MRF segmentation data

Author:Andrew Dupuis  Debra McGivney  Rasim Boyacioglu  Dan Ma  Anagha Deshmane  Mark Griswold  

Institution:Case Western Reserve University  Max Planck Institute for Biological Cybernetics  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4720  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 2  

Propagation Neural Network for cardiac segmentation

Author:Benjamin Roussel  Julien Oster  Mattias Heinrich  

Institution:Universität zu Lübeck · Institut für Medizinische Informatik  Université de Lorraine  U1254, INSERM  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4729  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 11  

Prostate and peripheral zone segmentation on multi-vendor MRIs using Deep Learning

Author:Olmo Zavala-Romero  Adrian Breto  Nicole Gautney  Yu-Cherng Chang  Alan Dal Pra  Mattew Abramowitz  Alan Pollack  Radka Stoyanova  

Institution:University of Miami  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4735  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 17  

Rapid virtually automated technique for renal corticomedullary segmentation from volumetric arterial phase imaging: Initial experience

Author:Kane Nicholls  Julia Williams  Lucy McKenna  Julie Smith  Emma Hornsey  Elif Ekinci  Leonid Churilov  Henry Rusinek  Artem Mikheev  Ruth Lim  

Institution:Austin Health  Florey Institute of Neuroscience and Mental Health  New York University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4725  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 7  

Segment Unannotated MR Image Dataset using Joint Image Translation and Segmentation Adversarial Network

Author:Fang Liu  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4723  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 5  

Segmentation and probabilistic tractography of GPi, GPe, STN and RN using Lead-DBS and FSL

Author:Jae-Hyuk Shim  Hyeon-Man Baek  

Institution:Gachon University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4721  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

Technical Considerations for Semantic Segmentation in Magnetic Resonance Imaging using Deep Convolutional Neural Networks: A Case Study in Femoral Cartilage Segmentation

Author:Arjun Desai  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4736  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 18  

The deep learning lesion segmentation method nicMSlesions only needs one manually delineated subject to outperform commonly used unsupervised methods

Author:Merlin Weeda  Iman Brouwer  Marlieke de Vos  Myrte de Vries  Frederik Barkhof  Petra Pouwels  Hugo Vrenken  

Institution:MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC - location VUmc  Institutes of Neurology and Healthcare Engineering UCL  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4728  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 10  

Towards Domain-invariant Carotid Artery Lumen-wall Segmentation Using Adversarial Networks

Author:Anna Danko  Roberto Souza  Richard Frayne  

Institution:Cumming School of Medicine, University of Calgary  Hotchkiss Brain Institute, University of Calgary  Seaman Family MR Research Centre, Foothills Medical Centre  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4738  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 20