Informative feature selection method for Raman micro-spectroscopy data
- Karmenyan, A. V.
- Vrazhnov, Denis A.
- Sandykova, Ekaterina A.
- Perevedentseva, E. V.
- Krivokharchenko, A. S.
- Nadtochenko, V. A.
- Cheng, C.-L.
- Kabanova, Tatiana V.
- Malakhova, T. E.
DOIAbstract
The paper presents an algorithm based on low order statistics for the informative feature extraction for Raman spectroscopy data. The proposed method was tested on mouse preimplantation embryos Raman spectra. Both supervised and unsupervised machine learning methods were applied to selected the most informative features to test the separability of the processed data
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