Classification of Maldi-tof Mass Spectrometry Data in the Analysis of Cancer Patients

The article presents a case study of Maldi-Tof (Matrix-Assisted Laser Desorption Ionization – Time Of Flight) data analysis and classification. Row mass spectrometry data are preprocessed and decomposed with Gaussian Mixture Model. Gaussian mask is calculated and put at all spectra separately. In fu...

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Bibliographic Details
Published in:Штучний інтелект
Date:2010
Main Author: Małgorzata Plechawska
Format: Article
Language:English
Published: Інститут проблем штучного інтелекту МОН України та НАН України 2010
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Online Access:https://nasplib.isofts.kiev.ua/handle/123456789/56172
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Journal Title:Digital Library of Periodicals of National Academy of Sciences of Ukraine
Cite this:Classification of Maldi-tof Mass Spectrometry Data in the Analysis of Cancer Patients / Małgorzata Plechawska // Штучний інтелект. — 2010. — № 3. — С. 45-52. — Бібліогр.: 13 назв. — англ.

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Digital Library of Periodicals of National Academy of Sciences of Ukraine