A. Sorokin, E. Zhvansky, K. Bocharov, I. Popov, Dmitry Zubtsov, A. Vorobiev, E. Nikolaev, V. Shurkhay, A. Potapov
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Multi-label classification of brain tumor mass spectrometry data In pursuit of tumor boundary detection method
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.
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