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Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge.

F. Isensee, P. Kickingereder, W. Wick, M. Bendszus, and K. Maier-Hein. BrainLes@MICCAI, volume 10670 of Lecture Notes in Computer Science, page 287-297. Springer, (2017)

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Prof. Dr. -Ing. Klaus Hein University of Stuttgart

Andrea Hein

Tonja Heinemann University of Stuttgart

Pascal Hein University of Stuttgart

Dr. Claus-Justus Heine University of Stuttgart

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3D Statistical Shape Models Incorporating Landmark-Wise Random Regression Forests for Omni-Directional Landmark Detection.T. Norajitra, and K. Maier-Hein. IEEE Trans. Med. Imaging, 36 (1): 155-168 (2017)Multi-Objective Memetic Search for Robust Motion and Distortion Correction in Diffusion MRI.J. Hering, I. Wolf, and K. Maier-Hein. IEEE Trans. Med. Imaging, 35 (10): 2280-2291 (2016)Bundle-specific tractography with incorporated anatomical and orientational priors.F. Rheault, E. St-Onge, J. Sidhu, K. Maier-Hein, N. Tzourio-Mazoyer, L. Petit, and M. Descoteaux. NeuroImage, (2019)MITK-ModelFit: A generic open-source framework for model fits and their exploration in medical imaging - design, implementation and application on the example of DCE-MRI.C. Debus, R. Floca, M. Ingrisch, I. Kompan, K. Maier-Hein, A. Abdollahi, and M. Nolden. BMC Bioinformatics, 20 (1): 31:1-31:18 (2019)Adversarial Networks for the Detection of Aggressive Prostate Cancer.S. Kohl, D. Bonekamp, H. Schlemmer, K. Yaqubi, M. Hohenfellner, B. Hadaschik, J. Radtke, and K. Maier-Hein. CoRR, (2017)Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection.P. Jaeger, S. Kohl, S. Bickelhaupt, F. Isensee, T. Kuder, H. Schlemmer, and K. Maier-Hein. CoRR, (2018)Direct White Matter Bundle Segmentation using Stacked U-Nets.J. Wasserthal, P. Neher, F. Isensee, and K. Maier-Hein. CoRR, (2017)Learn to Track: Deep Learning for Tractography.P. Poulin, M. Côté, J. Houde, L. Petit, P. Neher, K. Maier-Hein, H. Larochelle, and M. Descoteaux. MICCAI (1), volume 10433 of Lecture Notes in Computer Science, page 540-547. Springer, (2017)Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien.P. Philipp, M. Maleshkova, M. Götz, C. Weber, B. Kämpgen, S. Zelzer, K. Maier-Hein, M. Klauß, and A. Rettinger. Bildverarbeitung für die Medizin, page 263-268. Springer, (2015)A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients.D. Zimmerer, J. Petersen, S. Kohl, and K. Maier-Hein. CoRR, (2019)