Andrei Dmitrenko

According to our database, Andrei Dmitrenko authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability.

Nina Gubina, Andrei Dmitrenko, Gleb Solovev, Lyubov Yamshchikova, Oleg Petrov, Ivan Lebedev, Nikita Serov, Grigorii Kirgizov, Nikolay O. Nikitin, Vladimir Vinogradov

CoRR, 2024

Unveiling the Potential of AI for Nanomaterial Morphology Prediction.

Ivan Dubrovsky, Andrei Dmitrenko, Aleksei Dmitrenko, Nikita Serov, Vladimir Vinogradov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Regularized adversarial learning for normalization of multi-batch untargeted metabolomics data.

Andrei Dmitrenko, Michelle Reid, Nicola Zamboni

Bioinform., March, 2023

2022

Artificial Intelligence for Long-Term Reproducible High-Throughput Untargeted Metabolomics.

Andrei Dmitrenko

PhD thesis, 2022

Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data.

Andrei Dmitrenko, Mauro M. Masiero, Nicola Zamboni

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies.

Andrei Dmitrenko, Mauro M. Masiero, Nicola Zamboni

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022