Anastasia Yu. Sholokhova

Deep Learning Driven GC-MS Library Search and Its Application for Metabolomics

Dmitriy D. Matyushin, Anastasia Yu. Sholokhova, Aleksey K. Buryak · Analytical Chemistry · 2020 · 62 citations

A deep convolutional neural network for the estimation of gas chromatographic retention indices

Dmitriy D. Matyushin, Anastasia Yu. Sholokhova, Aleksey K. Buryak · Journal of Chromatography A · 2019 · 57 citations

Convolutional Neural Network, Engineering, Machine Learning +6

Deep Learning Based Prediction of Gas Chromatographic Retention Indices for a Wide Variety of Polar and Mid-Polar Liquid Stationary Phases

Dmitriy D. Matyushin, Anastasia Yu. Sholokhova, Aleksey K. Buryak · International Journal of Molecular Sciences · 2021 · 35 citations · Full text

Engineering, Machine Learning, Retention Index Prediction +23

Various aspects of retention index usage for GC-MS library search: A statistical investigation using a diverse data set

Dmitriy D. Matyushin, Anastasia Yu. Sholokhova, Anastasia E. Karnaeva et al. · Chemometrics and Intelligent Laboratory Systems · 2020 · 26 citations

Search Technology, Test Collection, Gc-ms Library Search +12

Machine learning-assisted non-target analysis of a highly complex mixture of possible toxic unsymmetrical dimethylhydrazine transformation products with chromatography-mass spectrometry

Anastasia Yu. Sholokhova, Oksana I. Grinevich, Dmitriy D. Matyushin et al. · Chemosphere · 2022 · 17 citations

Predictive Toxicology, Biochemistry, Chemical Analysis +11