Mr. Maksym Sharma Profile

Maksym Sharma

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Publications (2)

SPIE Journal Paper | 19 July 2024 Open Access

Machine learning and magnetic resonance image texture analysis predicts accelerated lung function decline in ex-smokers with and without chronic obstructive pulmonary disease

Maksym Sharma, Miranda Kirby, Aaron Fenster, David McCormack, Grace Parraga

JMI, Vol. 11, Issue 04, 046001, (July 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.4.046001

KEYWORDS: Magnetic resonance imaging, Lung, Machine learning, Image analysis, Education and training, Optical spheres, Chronic obstructive pulmonary disease, Magnetism, Cooccurrence matrices, Voxels

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Proceedings Article | 14 February 2021 Presentation + Paper

Hyperpolarized gas magnetic resonance imaging texture analysis and machine learning to explain accelerated lung function decline in ex-smokers with and without COPD

Maksym Sharma, Andrew Westcott, David McCormack, Grace Parraga

Proceedings Volume 11600, 116000E (2021) https://doi.org/10.1117/12.2580451

KEYWORDS: Magnetic resonance imaging, Chronic obstructive pulmonary disease, Machine learning, Lung, Modeling, Image segmentation, Image classification, Feature selection, Feature extraction, Data modeling

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