Oleg Ryabchykov

According to our database, Oleg Ryabchykov authored at least 6 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Denoising and Baseline Correction of Low-Scan FTIR Spectra: A Benchmark of Deep Learning Models Against Traditional Signal Processing.

Azadeh Mokari, Shravan Raghunathan, Artem Shydliukh, Oleg Ryabchykov, Christoph Krafft, Thomas Bocklitz

CoRR, January, 2026

2025

Inverse Modeling for Artifact Removal in Photonic Data: A Computational Physics and Transfer Learning-Based Approach.

Ravi Teja Vulchi, Volodymyr Morgunov, Julian Hniopek, Oleg Ryabchykov, Thomas Bocklitz

J. Chem. Inf. Model., 2025

A comparative study of statistical, radiomics, and deep learning feature extraction techniques for medical image classification in optical and radiological modalities.

Pegah Dehbozorgi, Oleg Ryabchykov, Thomas Bocklitz

Comput. Biol. Medicine, 2025

Adapting Image-Based Models for 1D Data via Spider Plot Transformation and Transfer Learning.

Azadeh Mokari, Oleg Ryabchykov, Thomas Bocklitz

Adv. Intell. Syst., 2025

2024

A Systematic Investigation of Image Pre-Processing on Image Classification.

Pegah Dehbozorgi, Oleg Ryabchykov, Thomas Bocklitz

IEEE Access, 2024

2016

Leukocyte subtypes classification by means of image processing.

Oleg Ryabchykov, Anuradha Ramoji, Thomas Bocklitz, Martin Foerster, Stefan Hagel, Claus Kroegel, Michael Bauer, Ute Neugebauer, Jürgen Popp

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016