1. Harnessing Ensemble Machine Learning Models for Timely Diagnosis of Breast Cancer Metastasis: A Case Study on CatBoost, XGBoost, and LGBM

    Luu, M. S. K., Banerjee, S., Pavlovskiy, E. N. & Tuchinov, B. N., 2024, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 2320-2325 6 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  2. Investigation of metabolic features of glioblastoma tissue and the peritumoral environment using targeted metabolomics screening by LC-MS/MS and gene network analysis

    Basov, N. V., Adamovskaya, A. V., Rogachev, A. D., Gaisler, E. V., Demenkov, P. S., Ivanisenko, T. V., Venzel, A. S., Mishinov, S. V., Stupak, V. V., Cheresiz, S. V., Oleshko, O. S., Butikova, E. A., Osechkova, A. E., Sotnikova, Y. S., Patrushev, Y. V., Pozdnyakov, A. S., Lavrik, I. N., Ivanisenko, V. A. & Pokrovsky, A. G., Dec 2024, In: Вавиловский журнал генетики и селекции. 28, 8, p. 882-896 15 p.

    Research output: Contribution to journalArticlepeer-review

  3. Metabolomic and gene networks approaches reveal the role of mitochondrial membrane proteins in response of human melanoma cells to THz radiation

    Butikova, E. A., Basov, N. V., Rogachev, A. D., Gaisler, E. V., Ivanisenko, V. A., Demenkov, P. S., Makarova, A. L. A., Ivanisenko, T. V., Razumov, I. A., Kolomeyets, D. A., Cheresiz, S. V., Solovieva, O. I., Larionov, K. P., Sotnikova, Y. S., Patrushev, Y. V., Kolchanov, N. A., Pokrovsky, A. G., Vinokurov, N. A., Kanygin, V. V., Popik, V. M., & 1 othersShevchenko, O. A., Mar 2025, In: Biochimica et Biophysica Acta - Molecular and Cell Biology of Lipids. 1870, 2, 17 p., 159595.

    Research output: Contribution to journalArticlepeer-review

  4. MiceDEGdb: a knowledge base on differentially expressed mouse genes as a model object in biomedical research

    Podkolodnaya, O. A., Chadaeva, I. V., Filonov, S. V., Podkolodnyy, N. L., Rasskazov, D. A., Tverdokhleb, N. N., Zolotareva, K. A., Bogomolov, A. G., Kondratyuk, E. Y., Oshchepkov, D. Y. & Ponomarenko, M. P., 2025, In: Vavilovskii Zhurnal Genetiki i Selektsii. 29, 1, p. 153-161 9 p.

    Research output: Contribution to journalArticlepeer-review

  5. On additive differential probabilities of the composition of bitwise exclusive-or and a bit rotation

    Kolomeec, N., Sutormin, I., Bykov, D., Panferov, M. & Bonich, T., 15 Jan 2025, In: Cryptography and Communications. 17, 2, p. 541-570 30 p.

    Research output: Contribution to journalArticlepeer-review

  6. Orthoweb: a software package for evolutionary analysis of gene networks

    Ivanov, R. A., Mukhin, A. M., Kazantsev, F. V., Mustafin, Z. S., Afonnikov, D. A., Matushkin, Y. G. & Lashin, S. A., Dec 2024, In: Вавиловский журнал генетики и селекции. 28, 8, p. 874-881 8 p.

    Research output: Contribution to journalArticlepeer-review

  7. Prediction of the Aggressive Clinical Course of Papillary Thyroid Carcinoma Based on Fine Needle Aspiration Biopsy Molecular Testing

    Lukyanov, S. A., Titov, S. E., Kozorezova, E. S., Demenkov, P. S., Veryaskina, Y. A., Korotovskii, D. V., Ilyina, T. E., Vorobyev, S. L., Zhivotov, V. A., Bondarev, N. S., Sleptsov, I. V. & Sergiyko, S. V., Jul 2024, In: International Journal of Molecular Sciences. 25, 13, 14 p., 7090.

    Research output: Contribution to journalArticlepeer-review

  8. Reconstruction and computational analysis of the microRNA regulation gene network in wheat drought response mechanisms

    Kleshchev, M. A., Maltseva, A. V., Antropova, E. A., Demenkov, P. S., Ivanisenko, T. V., Orlov, Y. L., Chao, H., Chen, M., Kolchanov, N. A. & Ivanisenko, V. A., Dec 2024, In: Vavilovskii Zhurnal Genetiki i Selektsii. 28, 8, p. 904-917 14 p.

    Research output: Contribution to journalArticlepeer-review

  9. Reconstruction and computer analysis of the structural and functional organization of the gene network regulating cholesterol biosynthesis in humans and the evolutionary characteristics of the genes involved in the network

    Mikhailova, A. D., Lashin, S. A., Ivanisenko, V. A., Demenkov, P. S. & Игнатьева, Е. В., Dec 2024, In: Вавиловский журнал генетики и селекции. 28, 8, p. 864-873 10 p.

    Research output: Contribution to journalArticlepeer-review

  10. SmartCrop cognitive platform: modules for automatic knowledge extraction from scientific publications, patents and factual databases for reconstruction and analysis of gene networks of stress response in rice and wheat

    Иванисенко, В. А., Деменков, П. С., Иванисенко, Т. В., Антропова, Е. А., Волянская, А. Р., Зубаирова, У. С., Макарова, А-Л. А., Орлов, Ю. Л. & Chen, M., Aug 2024, Bioinformatics of Genome Regulation and Structure Systems Biology (BGRS/SB-2024): The 14th International Multiconference (05-10 August 2024, Novosibirsk, Russia). Новосибирск: Институт цитологии и генетики СО РАН, p. 2188-2190 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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