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ORCIDMLMMI@ICML 2015: Lille, France
- Kanwal K. Bhatia, Herve Lombaert:
Machine Learning Meets Medical Imaging - First International Workshop, MLMMI 2015, Held in Conjunction with ICML 2015, Lille, France, July 11, 2015. Revised Selected Papers. Lecture Notes in Computer Science 9487, Springer 2015, ISBN 978-3-319-27928-2
Motion
- Alexander Loktyushin, Christian J. Schuler, Klaus Scheffler, Bernhard Schölkopf:
Retrospective Motion Correction of Magnitude-Input MR Images. 3-12 - Amir Alansary, Matthew C. H. Lee, Kevin Keraudren, Bernhard Kainz
, Christina Malamateniou, Mary A. Rutherford, Joseph V. Hajnal, Ben Glocker, Daniel Rueckert:
Automatic Brain Localization in Fetal MRI Using Superpixel Graphs. 13-22
Brain
- Orhan Firat, Emre Aksan, Ilke Öztekin, Fatos T. Yarman-Vural:
Learning Deep Temporal Representations for fMRI Brain Decoding. 25-34 - Marco Lorenzi, Gabriel Ziegler, Daniel C. Alexander, Sébastien Ourselin:
Modelling Non-stationary and Non-separable Spatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution. 35-44 - Jonathan Young, Alex F. Mendelson, Manuel Jorge Cardoso, Marc Modat, John Ashburner, Sébastien Ourselin:
Improving MRI Brain Image Classification with Anatomical Regional Kernels. 45-53
Computer Aided Diagnosis
- Claudio Stamile, Gabriel Kocevar, Salem Hannoun, Françoise Durand-Dubief, Dominique Sappey-Marinier:
A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine. 57-64 - Mahsa Shakeri, Hervé Lombaert, Samuel Kadoury:
Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes. 65-73 - Rahaf Aljundi, Jérôme Lehaire, Fabrice Prost-Boucle, Olivier Rouvière, Carole Lartizien:
Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR Imaging Databases. 74-82
Segmentation
- Annegreet van Opbroek, Hakim C. Achterberg, Marleen de Bruijne:
Feature-Space Transformation Improves Supervised Segmentation Across Scanners. 85-93 - Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Guorong Wu, Xiaofeng Zhu, Dinggang Shen, Miguel Ángel González Ballester:
Discriminative Dimensionality Reduction for Patch-Based Label Fusion. 94-103
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