Alfiia Galimzianova

Alfiia Galimzianova, Ph.D.

Former Member

Education

2015
PhD in Electrical Enginnering (University of Ljubljana, Faculty of Electrical Enginnering, Slovenia)

Position

2015 -- 2016
Researcher at the Laboratory of Imaging Technologies (University of Ljubljana, Faculty of Electrical Enginnering, Slovenia)
2012 -- 2015
Junior researcher at the Laboratory of Imaging Technologies (University of Ljubljana, Faculty of Electrical Enginnering, Slovenia)

Last Publications

2018
Žiga Lesjak, Alfiia Galimzianova, Aleš Koren, Matej Lukin, Franjo Pernuš, Boštjan Likar, Žiga Špiclin: A novel public MR image dataset of multiple sclerosis patients with lesion segmentations based on multi-rater consensus. Neuroinformatics, 16(1):51-63, 2018 [doi:10.1007/s12021-017-9348-7 ]
2018
Alfiia Galimzianova, Žiga Lesjak, Daniel L. Rubin, Boštjan Likar, Franjo Pernuš, Žiga Špiclin: Locally adaptive magnetic resonance intensity models for unsupervised segmentation of multiple sclerosis lesions. Journal of Medical Imaging, 5(1):011007, 2018 [doi:10.1117/1.JMI.5.1.011007 ]
2016
Alfiia Galimzianova, Franjo Pernuš, Boštjan Likar, Žiga Špiclin: 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 ]
2015
Alfiia Galimzianova, Franjo Pernuš, Boštjan Likar, Žiga Špiclin: 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 ]