Multi-label classification of brain tumor mass spectrometry data. In pursuit of tumor boundary detection method.

Open Access

Abstract: The mass-spectrometry is the promising tool for the fast characterization of brain biopsy samples as a part of the intraoperative identification of tumor boundary. The spray-from-tissue ambient ionization method is a new instrument for mass-spectrometry analysis of soft tissues without sample preparation. In this contribution, we analyze the performance of multi-label classification techniques in detection of the tumor and necrosis fragments within the sample.

Anatoly Sorokin, Vsevolod Shurkhay, Evgeny Zhvansky, Konstantin Bocharov, Igor Popov, Dmitry Zubtsov, Alexander Vorobiev, Alexander Potapov and Eugene Nikolaev

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Vol. 3, Issue 3

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