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Deep Learning versus Classical Regression for Brain Tumor Patient Survival Prediction


Nov 12, 2018
Yannick Suter, Alain Jungo, Michael Rebsamen, Urspeter Knecht, Evelyn Herrmann, Roland Wiest, Mauricio Reyes

* Contribution to The International Multimodal Brain Tumor Segmentation (BraTS) Challenge 2018, survival prediction task 

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Uncertainty-driven Sanity Check: Application to Postoperative Brain Tumor Cavity Segmentation


Jun 08, 2018
Alain Jungo, Raphael Meier, Ekin Ermis, Evelyn Herrmann, Mauricio Reyes

* Appears in Medical Imaging with Deep Learning (MIDL), 2018 

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On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation


Jun 07, 2018
Alain Jungo, Raphael Meier, Ekin Ermis, Marcela Blatti-Moreno, Evelyn Herrmann, Roland Wiest, Mauricio Reyes

* Appears in Medical Image Computing and Computer Assisted Interventions (MICCAI), 2018 

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