Perelman School of Medicine at the University of Pennsylvania

Section for Biomedical Image Analysis (SBIA)

participating with CBICA

Multimodal Brain Tumor Segmentation Challenge 2018

ScopeRelevanceTasksDataEvaluationParticipation SummaryData RequestPrevious BraTSPeople

Rankings of Segmentation Task

1st place:
Team Name: NVDLMED
Institution(s): NVIDIA, Santa Clara, USA
Accompanying paper: 3D MRI brain tumor segmentation using autoencoder regularization
Team Members:
Andriy Myronenko

2nd place:
Team Name: MIC_DKFZ
Institution(s): German Cancer Research Center (DKFZ); Department of Neuroradiology, University of Heidelberg Medical Center, Heidelberg, Germany
Accompanying paper: No New-Net
Team Members:
Fabian Isensee, Philipp Kickingereder, Wolfgang Wick, Martin Bendszus, Klaus H. Maier-Hein

3rd place (tie):
Team Name: SCAN
Institution(s): Support Centre for Advanced Neuroimaging Inselspital, Bern University Hospital, Switzerland
Accompanying paper: Ensembles of densely-connected CNNs with label-uncertainty for Brain tumor segmentation
Team Members:
Richard McKinley, Raphael Meier, Roland Wiest

3rd place (tie):
Team Name: DL_86_61
Institution(s): School of Electronic & Information Engineering, South China University of Technology, China; UBTECH Sydney AI Centre, SIT, FEIT, University of Sydney, Australia
Accompanying paper: Learning Contexual and Attentive Information for Brain Tumor Segmentation
Team Members:
Chenhong Zhou, Shengcong Chen, Changxing Ding, Dacheng Tao


Rankings of Survival Task

1st place:
Team Name: xfeng
Institution(s): Biomedical Engineering, University of Virginia, USA
Accompanying paper: Brain Tumor Segmentation using an Ensemble of 3D U-Nets
Team Members:
Xue Feng, Nicholas Tustison, Craig Meyer

2nd place (tie):
Team Name: LRDE
Institution(s): EPITA Research and Development Laboratory (LRDE), France
Accompanying paper: Glioma Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning
Team Members
Elodie Puybareau, Joseph Chazalon, Guillaume Tochon

2nd place (tie):
Team Name: SUSTech
Institution(s): Southern University of Science and Technology, Shenzhen, China; Peking University, Beijing, China
Accompanying paper: Multi-view 3D CNN with Dense CRF for Brain Tumor Segmentation and Survival Prediction
Team Members
Li Sun, Songtao Zhang, Lin Luo

3rd place (tie):
Team Name: TRAP
Institution(s): Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, India; Tata Memorial Centre, Mumbai, India
Accompanying paper: GBM Segmentation with 3D U-Net and Survival Prediction with Radiomics
Team Members
Ujjwal Baid, Abhishek Mahajan, Sanjay Talbar, Swapnil Rane, SiddheshThakur, Aliasgar Moiyadi, Meenakshi Thakur, and Sudeep Gupta

3rd place (tie):
Team Name: LfB_RWTH
Institution(s): Institute of Imaging & Computer Vision, RWTH Aachen University, Aachen, Germany
Accompanying paper: Segmentation of Brain Tumors in 3D-MRI Data and Patient Survival Prediction: Methods for the BraTS 2018 Challenge
Team Members:
Leon Weninger, Oliver Rippel, Simon Koppers, Dorit Merhof

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