HIGHLIGHTS
- who: Oleksii Ilchenko from the investigated sample Combining with confocal Raman microscopy NMF techniques provide a spatial mapping of chemical components over samples17, . Significant increases in data sizes lead to difficulty in calculation and may prevent subtle features extraction in a big dataset. It makes the application of chemometric techniques challenging. Deep learning seems to be a perspective tool for big data analysis28-30. It can be used not only for typical classification and regression problems but for data preprocessing, improving image resolution31, and providing predictive models for biochemical data29. Author details , Technical University of Denmark, Department . . .
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