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A generative model for brain tumor segmentation in multi-modal images

 Bjoern H. Menze , Koen van Leemput , Danial Lashkari , Marc-André Weber , Nicholas Ayache , et al.
Medical Image Computing and Computer-Assisted Intervention (MICCAI'10), 2010, Beijing, China. pp.151-159, ⟨10.1007/978-3-642-15745-5_19⟩
Communication dans un congrès hal-00813776v1
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Proceedings of the MICCAI Challenge on Multimodal Brain Tumor Image Segmentation (BRATS) 2013

 Bjoern Menze , Mauricio Reyes , Andras Jakab , Elisabeth Gerstner , Justin Kirby , et al.
Bjoern Menze and Mauricio Reyes and Andras Jakab and Elisabeth Gerstner and Justin Kirby and Keyvan Farahani. MICCAI Challenge on Multimodal Brain Tumor Image Segmentation (BRATS), Sep 2013, Nagoya, Japan. MICCAI, pp.57, 2013
Proceedings/Recueil des communications hal-00912934v1
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Use of Diffusion Tensor Images in Glioma Growth Modeling for Radiotherapy Target Delineation

 Florian Dittmann , Bjoern Menze , Ender Konukoglu , Jan Unkelbach
Multimodal Brain Image Analysis, Sep 2013, Nagoya, Japan. pp.63-73, ⟨10.1007/978-3-319-02126-3_7⟩
Communication dans un congrès hal-00912667v1
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Fast Anatomical Structure Localization Using Top-down Image Patch Regression

 René Donner , Bjoern Menze , Horst Bischof , Georg Langs
MICCAI Workshop on Medical Computer Vision (MCV), Oct 2012, Nice, France. pp.133-141, ⟨10.1007/978-3-642-36620-8_14⟩
Communication dans un congrès hal-00912929v1
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Spatially Adaptive Random Forest

 Ezequiel Geremia , Bjoern H. Menze , Nicholas Ayache
2013 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013, San Francisco, CA, United States. pp.1332-35, ⟨10.1109/ISBI.2013.6556781⟩
Communication dans un congrès hal-00840035v1

Medical Computer Vision: Recognition techniques and applications in medical imaging. Proceedings of the MICCAI 2012 Workshop on Medical Computer Vision (MCV 2012)

 Bjoern H. Menze , Georg Langs , Le Lu , Albert Montillo , Zhuowen Tu , et al.
Springer, 7766, pp.294, 2013, Lecture Notes in Computer Science, 978-3-642-36619-2. ⟨10.1007/978-3-642-36620-8⟩
Ouvrages hal-00912655v1
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Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel Magnetic Resonance Images

 Ezequiel Geremia , Olivier Clatz , Bjoern H. Menze , Ender Konukoglu , Antonio Criminisi , et al.
NeuroImage, 2011, 57 (2), pp.378-390. ⟨10.1016/j.neuroimage.2011.03.080⟩
Article dans une revue inria-00616194v1
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Metrics reloaded: recommendations for image analysis validation

 Lena Maier-Hein , Annika Reinke , Patrick Godau , Minu Tizabi , Florian Buettner , et al.
Nature Methods, 2024, 21 (2), pp.195-212. ⟨10.1038/s41592-023-02151-z⟩
Article dans une revue hal-04477840v1

Detecting stable distributed patterns of brain activation using Gini contrast

 Georg Langs , Bjoern H. Menze , Danial Lashkari , Polina Golland
NeuroImage, 2011, 56, pp.497-507. ⟨10.1016/j.neuroimage.2010.07.074⟩
Article dans une revue inria-00616195v1

Medical Computer Vision: Recognition techniques and applications in medical imaging -- MICCAI-MCV 2010

 Bjoern H. Menze , Georg Langs , Zhuowen Tu , Antonio Criminisi
Menze, Bjoern H. and Langs, Georg and Tu, Zhuowen and Criminisi, Antonio. Springer, 6533, pp.237, 2010, LNCS
Ouvrages inria-00616061v1
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Image Guided Personalization of Reaction-Diffusion Type Tumor Growth Models Using Modified Anisotropic Eikonal Equations

 Ender Konukoglu , Olivier Clatz , Bjoern H. Menze , Marc-André Weber , Bram Stieltjes , et al.
IEEE Transactions on Medical Imaging, 2010, 29 (1), pp.77-95. ⟨10.1109/TMI.2009.2026413⟩
Article dans une revue inria-00616100v1

Spatial Decision Forests for Glioma Segmentation in Multi-Channel MR Images

 Ezequiel Geremia , Bjoern H. Menze , Nicholas Ayache
MICCAI Challenge on Multimodal Brain Tumor Segmentation, 2012, Nice, France
Communication dans un congrès hal-00813827v1

Global localization of 3D anatomical structures by pre-filtered Hough forests and discrete optimization.

 René Donner , Bjoern H Menze , Horst Bischof , Georg Langs
Medical Image Analysis, 2013, 17 (8), pp.1304-14. ⟨10.1016/j.media.2013.02.004⟩
Article dans une revue hal-00912645v1
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Radiotherapy planning for glioblastoma based on a tumor growth model: improving target volume delineation

 Jan Unkelbach , Bjoern Menze , Ender Konukoglu , Florian Dittmann , Matthieu Le , et al.
Physics in Medicine and Biology, 2013, ⟨10.1088/0031-9155/59/3/747⟩
Article dans une revue hal-00917869v2
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A Generative Approach for Image-Based Modeling of Tumor Growth

 Bjoern H. Menze , Koen van Leemput , Ender Konukoglu , Marc-André Weber , Nicholas Ayache , et al.
Székely, Gábor and Hahn, Horst K. Information Processing in Medical Imaging, 22, Springer, Heidelberg/Germany, pp.735-747, 2011, LNCS
Chapitre d'ouvrage hal-00813801v1

Comparative validation of graphical models for learning tumor segmentations from noisy manual annotations

 Frederik O. Kaster , Bjoern H. Menze , Marc-André Weber , Fred A. Hamprecht
MICCAI Workshop on Medical Computer Vision (MICCAI-MCV'10), 2010, Beijing, China. pp.74-85, ⟨10.1007/978-3-642-18421-5_8⟩
Communication dans un congrès istex hal-00813770v1
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Predicting the Location of Glioma Recurrence After a Resection Surgery

 Erin Stretton , Emmanuel Mandonnet , Ezequiel Geremia , Bjoern H. Menze , Hervé Delingette , et al.
Proceedings of 2nd International MICCAI Workshop on Spatiotemporal Image Analysis for Longitudinal and Time-Series Image Data (STIA'12), 2012, Nice, France. ⟨10.1007/978-3-642-33555-6_10⟩
Communication dans un congrès hal-00813870v1

Segmentation of image ensembles via latent atlases

 Tammy Riklin-Raviv , Koen van Leemput , Bjoern H. Menze , William M. Wells , Polina Golland
Medical Image Analysis, 2010, 14 (5), pp.654-65
Article dans une revue inria-00616108v1
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Oblique Random Forests for 3-D Vessel Detection Using Steerable Filters and Orthogonal Subspace Filtering

 Matthias Schneider , Sven Hirsch , Gabor Szekely , Bruno Weber , Bjoern Menze
MICCAI Workshop on Medical Computer Vision (MCV), Oct 2012, Nice, France. pp.142-154, ⟨10.1007/978-3-642-36620-8_15⟩
Communication dans un congrès hal-00912932v1
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A Nonparametric model for Brain Tumor Segmentation and Volumetry in Longitudinal MR Sequences

 Esther Alberts , Guillaume Charpiat , Yuliya Tarabalka , Thomas Huber , Marc-André Weber , et al.
MICCAI Brain Lesion Workshop, Oct 2015, Munich, Germany
Communication dans un congrès hal-01205916v1
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Proceedings of the MICCAI Challenge on Multimodal Brain Tumor Image Segmentation (BRATS) 2012

 Bjoern Menze , Andras Jakab , Stefan Bauer , Mauricio Reyes , Marcel Prastawa , et al.
Bjoern Menze and Andras Jakab and Mauricio Reyes and Stefan Bauer and Marcel Prastawa and Koen Van Leemput. MICCAI Challenge on Multimodal Brain Tumor Image Segmentation (BRATS), Oct 2012, Nice, France. MICCAI, pp.77, 2012
Proceedings/Recueil des communications hal-00912935v1
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Efficient Probabilistic Model Personalization Integrating Uncertainty on Data and Parameters: Application to Eikonal-Diffusion Models in Cardiac Electrophysiology

 Ender Konukoglu , Jatin Relan , Ulas Cilingir , Bjoern H. Menze , Phani Chinchapatnam , et al.
Progress in Biophysics and Molecular Biology, 2011, 107 (1), pp.134-146. ⟨10.1016/j.pbiomolbio.2011.07.002⟩
Article dans une revue inria-00616198v1

Glioblastoma growth modeling for radiotherapy target delineation.

 J. Unkelbach , Bjoern H. Menze , A. Motamedi , F. Dittmann , Ender Konukoglu , et al.
Image-Guidance and Multimodal Dose Planning in Radiation Therapy, INRIA, 2012, Nice, France. pp.9-16
Communication dans un congrès hal-00813872v1
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Radiotherapy planning for glioblastoma based on a tumor growth model: implications for spatial dose redistribution

 Jan Unkelbach , Bjoern Menze , Ender Konukoglu , Florian Dittmann , Nicholas Ayache , et al.
Physics in Medicine and Biology, 2013
Article dans une revue hal-00917846v1
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Importance of patient DTI's to accurately model glioma growth using the reaction diffusion equation

 Erin Stretton , Ezequiel Geremia , Bjoern H. Menze , Hervé Delingette , Nicholas Ayache
2013 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013, San Francisco, CA, United States. pp.1130-32
Communication dans un congrès hal-00840036v1
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Image-based modeling of tumor growth in patients with glioma.

 B H Menze , Erin Stretton , Ender Konukoglu , Nicholas Ayache
Garbe, C S and Rannacher, R and Platt, U and Wagner, T. Optimal control in image processing, Springer, Heidelberg/Germany, 2011
Chapitre d'ouvrage hal-00825866v1
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Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI

 Ezequiel Geremia , Darko Zikic , Olivier Clatz , Bjoern H. Menze , Ben Glocker , et al.
Criminisi, Antonio and Shotton, J. Decision Forests for Computer Vision and Medical Image Analysis, Springer London, pp.245-260, 2013, Advances in Computer Vision and Pattern Recognition, 978-1-4471-4928-6. ⟨10.1007/978-1-4471-4929-3_17⟩
Chapitre d'ouvrage hal-00931809v1

A Generative Approach for Image-Based Modeling of Tumor Growth

 Bjoern H. Menze , Koen van Leemput , Antti Honkela , Ender Konukoglu , Marc-André Weber , et al.
IPMI - 22nd International Conference on Information Processing in Medical Images- 2011, Jul 2011, Kloster Irsee, Germany. pp.735-747, ⟨10.1007/978-3-642-22092-0_60⟩
Communication dans un congrès inria-00616211v1
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Patch-based Segmentation of Brain Tissues

 Nicolas Cordier , Bjoern Menze , Hervé Delingette , Nicholas Ayache
MICCAI Challenge on Multimodal Brain Tumor Segmentation, Sep 2013, Nagoya, Japan. pp.6 - 17
Communication dans un congrès hal-00917084v1
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A generative probabilistic model and discriminative extensions for brain lesion segmentation – with application to tumor and stroke

 Bjoern H Menze , Koen van Leemput , Danial Lashkari , Tammy Riklin-Raviv , Ezequiel Geremia , et al.
IEEE Transactions on Medical Imaging, 2015
Article dans une revue hal-01230846v1
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