Uladzislau Blazhko

Comparison of augmentation and pre-processing for deep learning and chemometric classification of infrared spectra

Uladzislau Blazhko, Volha Shapaval, Vassili Kovalev et al. · Chemometrics and Intelligent Laboratory Systems · 2021 · 83 citations · Full text

Augmentation Techniques, Data Augmentation, Convolutional Neural Network +15

Deep convolutional neural network recovers pure absorbance spectra from highly scatter‐distorted spectra of cells

Eirik Almklov Magnussen, Johanne Heitmann Solheim, Uladzislau Blazhko et al. · Journal of Biophotonics · 2020 · 26 citations · Full text

Engineering, Autoencoders, Me-emsc Correction +18

Correcting replicate variation in spectroscopic data by machine learning and model-based pre-processing

Valeria Tafintseva, Volha Shapaval, Uladzislau Blazhko et al. · Chemometrics and Intelligent Laboratory Systems · 2021 · 19 citations

Engineering, Machine Learning, Data Science +11

Deep learning-enabled Inference of 3D molecular absorption distribution of biological cells from IR spectra

Eirik Almklov Magnussen, Boris Zimmermann, Uladzislau Blazhko et al. · Communications Chemistry · 2022 · 12 citations · Full text