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Lesion Detection, Segmentation and Prediction in Multiple Sclerosis Clinical Trials.

A. Doyle, C. Elliott, Z. Karimaghaloo, N. Subbanna, D. Arnold, and T. Arbel. BrainLes@MICCAI, volume 10670 of Lecture Notes in Computer Science, page 15-28. Springer, (2017)

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Andrea Talmann University of Stuttgart

Roham Talei Jeid University of Stuttgart

Fikrat Talibli University of Stuttgart

Manal Talab University of Stuttgart

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Anytime similarity measures for faster alignment.R. Brooks, T. Arbel, and D. Precup. Computer Vision and Image Understanding, 110 (3): 378-389 (2008)Entropy-based gaze planning.T. Arbel, and F. Ferrie. Image Vision Comput., 19 (11): 779-786 (2001)Entropy-of-likelihood Feature Selection for Image Correspondence.M. Toews, and T. Arbel. ICCV, page 1041-1047. IEEE Computer Society, (2003)Informative Views and Sequential Recognition.T. Arbel, and F. Ferrie. ECCV (1), volume 1064 of Lecture Notes in Computer Science, page 469-481. Springer, (1996)Prediction of Disease Progression in Multiple Sclerosis Patients using Deep Learning Analysis of MRI Data.A. Tousignant, P. Lemaître, D. Precup, D. Arnold, and T. Arbel. MIDL, volume 102 of Proceedings of Machine Learning Research, page 483-492. PMLR, (2019)Fast and Robust Registration Based on Gradient Orientations: Case Study Matching Intra-operative Ultrasound to Pre-operative MRI in Neurosurgery.D. Nigris, D. Collins, and T. Arbel. IPCAI, volume 7330 of Lecture Notes in Computer Science, page 125-134. Springer, (2012)Optimal Gaussian Mixture Models of Tissue Intensities in Brain MRI of Patients with Multiple-Sclerosis.Y. Xiao, M. Shah, S. Francis, D. Arnold, T. Arbel, and D. Collins. MLMI, volume 6357 of Lecture Notes in Computer Science, page 165-173. Springer, (2010)Brain Tumor Segmentation Using a 3D FCN with Multi-scale Loss.A. Jesson, and T. Arbel. BrainLes@MICCAI, volume 10670 of Lecture Notes in Computer Science, page 392-402. Springer, (2017)Exploring Cortical Folding Pattern Variability Using Local Image Features.R. Rajalingham, M. Toews, D. Collins, and T. Arbel. MCV, volume 6533 of Lecture Notes in Computer Science, page 43-53. Springer, (2010)IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI.N. Subbanna, D. Precup, D. Arnold, and T. Arbel. IPMI, volume 9123 of Lecture Notes in Computer Science, page 514-526. Springer, (2015)