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Publications
between years 1992 and 2017 for member 'Alfiia Galimzianova'
 
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Ziga Lesjak, Alfiia Galimzianova, Ales Koren, Matej Lukin, Franjo Pernus, Bostjan Likar and Ziga Spiclin
A novel public MR image dataset of multiple sclerosis patients with lesion segmentations based on multi-rater consensus
Neuroinformatics, 2017
[doi: 10.1007/s12021-017-9348-7]
[IF: 3.200 (2016); 17/105 computer science, interdisciplinary applications; 1st quartile]

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Alfiia Galimzianova, Franjo Pernus, Bostjan Likar and Ziga Spiclin
Stratified mixture modeling for segmentation of white-matter lesions in brain MR images
NeuroImage, 124(Part A):1031-1043, 2016
[doi: 10.1016/j.neuroimage.2015.09.047]
[IF: 5.835 (2016); 1/14 neuroimaging; 1st quartile]

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Alfiia Galimzianova, Franjo Pernus, Bostjan Likar and Ziga Spiclin
Robust estimation of unbalanced mixture models on samples with outliers
IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(11):2273-2285, 2015
[doi: 10.1109/TPAMI.2015.2404835]
[IF: 6.077 (2015); 5/255 engineering, electrical & electronic; 1st quartile]

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Tim Jerman, Alfiia Galimzianova, Franjo Pernus, Bostjan Likar and Ziga Spiclin
Combining unsupervised and supervised methods for lesion segmentation
Proceedings of the 1st BrainLes International Workshop held at the 18th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2015, Lecture Notes in Computer Science 9556:45-56, 2016
[doi: 10.1007/978-3-319-30858-6_5]

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Tim Jerman, Alfiia Galimzianova, Franjo Pernus, Bostjan Likar and Ziga Spiclin
Combining unsupervised and supervised methods for lesion segmentation
Proceedings of the MICCAI Brain Lesions (Brainles) Workshop, 5 Oct, Munich, Germany, 2015

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Alfiia Galimzianova, Ziga Lesjak, Bostjan Likar, Franjo Pernus and Ziga Spiclin
Locally-adaptive MR intensity models and MRF-based segmentation of multiple sclerosis lesions
SPIE Medical Imaging 2015, Image Processing, 21-26 Feb, Orlando FL, USA, S. Ourselin, M.A. Styner (Eds.), 9413:94133G-1-9, 2015
[doi: 10.1117/12.2081642]

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Alfiia Galimzianova, Ziga Spiclin, Bostjan Likar and Franjo Pernus
Robust mixture-parameter estimation for unsupervised segmentation of brain MR images
3rd International MICCAI Workshop on Medical Computer Vision: Large Data in Medical Imaging - MCV 2013, Sep 26, Nagoya, Japan, B. Menze et al. (Eds.), Lecture Notes in Computer Science 8331:84-94, 2014
[doi: 10.1007/978-3-319-05530-5_9]

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Alfiia Galimzianova, Ziga Spiclin, Bostjan Likar and Franjo Pernus
Automated segmentation of MS lesions in brain MR images using localized trimmed-likelihood estimation
SPIE Medical Imaging 2013, Image Processing, 9-14 Feb, Lake Buena Vista FL, USA, S. Ourselin, D.R. Haynor (Eds.), 8669:86693E, 2013
[doi: 10.1117/12.2006381]

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Ziga Lesjak, Alfiia Galimzianova, Bostjan Likar, Franjo Pernus and Ziga Spiclin
Increased accuracy and reproducibility of MS lesion volume quantification by using publicly available BrainSeg3D image analysis software
Multiple Sclerosis Journal, 21(Suppl. 11):500-501, 2015
[doi: 10.1177/1352458515602642]
[IF: 4.671 (2015); 27/192 clinical neurology; 1st quartile]

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