Brainles@MICCAI

Publications

volume 9556, 2016

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - First International Workshop, Brainles 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers Brainles@MICCAI 9556 (2016)

2015

Alexandra Derntl, Claudia Plant, Philipp Gruber, Susanne Wegener, Jan S. Bauer, Bjoern H. Menze
Stroke Lesion Segmentation Using a Probabilistic Atlas of Cerebral Vascular Territories. Brainles@MICCAI (2015)
Qaiser Mahmood, Abdul Basit
Automatic Ischemic Stroke Lesion Segmentation in Multi-spectral MRI Images Using Random Forests Classifier. Brainles@MICCAI (2015)
Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva
Deep Convolutional Neural Networks for the Segmentation of Gliomas in Multi-sequence MRI. Brainles@MICCAI (2015)
Mohammad Havaei, Francis Dutil, Chris Pal, Hugo Larochelle, Pierre-Marc Jodoin
A Convolutional Neural Network Approach to Brain Tumor Segmentation. Brainles@MICCAI (2015)
Oula Puonti, Koen Van Leemput
Simultaneous Whole-Brain Segmentation and White Matter Lesion Detection Using Contrast-Adaptive Probabilistic Models. Brainles@MICCAI (2015)
Richard McKinley, Levin Häni, Roland Wiest, Mauricio Reyes
Segmenting the Ischemic Penumbra: A Decision Forest Approach with Automatic Threshold Finding. Brainles@MICCAI (2015)
Emily L. Dennis, Gautam Prasad, Madelaine Daianu, Liang Zhan, Talin Babikian, Claudia Kernan, Richard Mink, Christopher Babbitt, Jeffrey Johnson, Christopher C. Giza, Robert F. Asarnow, Paul M. Thompson
Fiber Tracking in Traumatic Brain Injury: Comparison of 9 Tractography Algorithms. Brainles@MICCAI (2015)
Christophe Maggia, Senan Doyle, Florence Forbes, Olivier Heck, Irène Troprès, Corentin Berthet, Yann Teyssier, Lionel Velly, Jean-François Payen, Michel Dojat
Assessment of Tissue Injury in Severe Brain Trauma. Brainles@MICCAI (2015)
Raphael Meier, Venetia Karamitsou, Simon Habegger, Roland Wiest, Mauricio Reyes
Parameter Learning for CRF-Based Tissue Segmentation of Brain Tumors. Brainles@MICCAI (2015)
Michael Götz, Christian Weber, Christoph Kolb, Klaus H. Maier-Hein
Input Data Adaptive Learning (IDAL) for Sub-acute Ischemic Stroke Lesion Segmentation. Brainles@MICCAI (2015)
Esther Alberts, Guillaume Charpiat, Yuliya Tarabalka, Thomas Huber, Marc-André Weber, Jan S. Bauer, Claus Zimmer, Bjoern H. Menze
A Nonparametric Growth Model for Brain Tumor Segmentation in Longitudinal MR Sequences. Brainles@MICCAI (2015)
Oskar Maier, Matthias Wilms, Heinz Handels
Image Features for Brain Lesion Segmentation Using Random Forests. Brainles@MICCAI (2015)
Félix Renard, Matthieu Urvoy, Assia Jaillard
Bayesian Stroke Lesion Estimation for Automatic Registration of DTI Images. Brainles@MICCAI (2015)
Kiran Vaidhya, Subramaniam Thirunavukkarasu, Alex Varghese, Ganapathy Krishnamurthi
Multi-modal Brain Tumor Segmentation Using Stacked Denoising Autoencoders. Brainles@MICCAI (2015)
Tom Haeck, Frederik Maes, Paul Suetens
ISLES Challenge 2015: Automated Model-Based Segmentation of Ischemic Stroke in MR Images. Brainles@MICCAI (2015)
Tim Jerman, Alfiia Galimzianova, Franjo Pernus, Bostjan Likar, Ziga Spiclin
Combining Unsupervised and Supervised Methods for Lesion Segmentation. Brainles@MICCAI (2015)
Hanna-Leena Halme, Antti Korvenoja, Eero Salli
ISLES (SISS) Challenge 2015: Segmentation of Stroke Lesions Using Spatial Normalization, Random Forest Classification and Contextual Clustering. Brainles@MICCAI (2015)
Loredana Storelli, Elisabetta Pagani, Maria Assunta Rocca, Mark A. Horsfield, Massimo Filippi
A Semi-automatic Method for Segmentation of Multiple Sclerosis Lesions on Dual-Echo Magnetic Resonance Images. Brainles@MICCAI (2015)
Mikael Agn, Oula Puonti, Per Munck af Rosenschöld, Ian Law, Koen Van Leemput
Brain Tumor Segmentation Using a Generative Model with an RBM Prior on Tumor Shape. Brainles@MICCAI (2015)
Ching-Wei Wang, Jia-Hong Lee
Stroke Lesion Segmentation of 3D Brain MRI Using Multiple Random Forests and 3D Registration. Brainles@MICCAI (2015)
Alessandro Crimi
Brain Lesions, Introduction. Brainles@MICCAI (2015)
David Robben, Daan Christiaens, Janaki Raman Rangarajan, Jaap Gelderblom, Philip Joris, Frederik Maes, Paul Suetens
A Voxel-Wise, Cascaded Classification Approach to Ischemic Stroke Lesion Segmentation. Brainles@MICCAI (2015)
Yaël Balbastre, Michel E. Vandenberghe, Anne-Sophie Hérard, Pauline Gipchtein, Caroline Jan, Anselme L. Perrier, Philippe Hantraye, Romina Aron-Badin, Jean-François Mangin, Thierry Delzescaux
A Quantitative Approach to Characterize MR Contrasts with Histology. Brainles@MICCAI (2015)
Chaolu Feng, Dazhe Zhao, Min Huang
Segmentation of Ischemic Stroke Lesions in Multi-spectral MR Images Using Weighting Suppressed FCM and Three Phase Level Set. Brainles@MICCAI (2015)
Spyridon Bakas, Ke Zeng, Aristeidis Sotiras, Saima Rathore, Hamed Akbari, Bilwaj Gaonkar, Martin Rozycki, Sarthak Pati, Christos Davatzikos
GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation. Brainles@MICCAI (2015)