Dr. Alfiia Galimzianova Profile

Dr. Alfiia Galimzianova

at Medable A/S

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Author

Publications (3)

SPIE Journal Paper | 1 November 2017

Locally adaptive magnetic resonance intensity models for unsupervised segmentation of multiple sclerosis lesions

Alfiia Galimzianova, Ziga Lesjak, Daniel Rubin, Boštjan Likar, Franjo Pernuš, Žiga Špiclin

JMI, Vol. 5, Issue 01, 011007, (November 2017) https://doi.org/10.1117/12.10.1117/1.JMI.5.1.011007

KEYWORDS: Image segmentation, Magnetic resonance imaging, Brain, Neuroimaging, Magnetism, Data modeling, Databases, Performance modeling, 3D modeling, Statistical analysis

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Proceedings Article | 20 March 2015 Paper

Locally adaptive MR intensity models and MRF-based segmentation of multiple sclerosis lesions

Alfiia Galimzianova, Žiga Lesjak, Boštjan Likar, Franjo Pernuš, Žiga Špiclin

Proceedings Volume 9413, 94133G (2015) https://doi.org/10.1117/12.2081642

KEYWORDS: Image segmentation, Magnetic resonance imaging, Brain, Neuroimaging, Tissues, Pathology, Statistical modeling, Fuzzy logic, Data modeling, Statistical analysis

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Proceedings Article | 13 March 2013 Paper

Automated segmentation of MS lesions in brain MR images using localized trimmed-likelihood estimation

Alfiia Galimzianova, Žiga Špiclin, Boštjan Likar, Franjo Pernuš

Proceedings Volume 8669, 86693E (2013) https://doi.org/10.1117/12.2006381

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Tissues, Neuroimaging, Expectation maximization algorithms, Magnetism, Process modeling, 3D image processing, Image classification

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