Кафедра информатики и ИКТ СУНЦ - Research output

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AI-Assisted Identification of Primary and Secondary Metabolomic Markers for Postoperative Delirium
Ivanisenko, V. A., Rogachev, A. D., Makarova, A-L. A., Basov, N. V., Gaisler, E. V., Kuzmicheva, I. N., Demenkov, P. S., Venzel, A. S., Ivanisenko, T. V., Antropova, E. A., Kolchanov, N. A., Plesko, V. V., Moroz, G. B., Lomivorotov, V. V. & Pokrovsky, A. G., Nov 2024, In: International Journal of Molecular Sciences. 25, 21, 11847.
Research output: Contribution to journal › Article › peer-review
An Accurate and Efficient Approach to Knowledge Extraction from Scientific Publications Using Structured Ontology Models, Graph Neural Networks, and Large Language Models
Ivanisenko, T. V., Demenkov, P. S. & Ivanisenko, V. A., 3 Nov 2024, In: International Journal of Molecular Sciences. 25, 21, 11811.
Research output: Contribution to journal › Article › peer-review
An Explanation Method for Semantic Segmentation Enhance Brain Tumor Classification
Kenzhin, R., Luu, M. S. K., Pavlovskiy, E. & Tuchinov, B., 2025, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer, p. 319-330 12 p. 23. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15406 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
A Principal Components Analysis and Functional Annotation of Differentially Expressed Genes in Brain Regions of Gray Rats Selected for Tame or Aggressive Behavior
Chadaeva, I., Kozhemyakina, R., Shikhevich, S., Bogomolov, A., Kondratyuk, E., Ощепков, Д. Ю., Orlov, Y. L. & Markel, A. L., May 2024, In: International Journal of Molecular Sciences. 25, 9, 16 p., 4613.
Research output: Contribution to journal › Article › peer-review
A programmable ultrasound-based system for reconstructing the three-dimensional structure of the superficial femoral artery
Tarasov, K. O., Epifanov, R. U. I., Gostev, A. A., Lysikov, D. A., Karpenko, A. A. & Mullyadzhanov, R. I., Sept 2024, In: Biomedical Engineering. 58, 3, p. 158-162 5 p.
Research output: Contribution to journal › Article › peer-review
Candidate SNP Markers Significantly Altering the Affinity of the TATA-Binding Protein for the Promoters of Human Genes Associated with Primary Open-Angle Glaucoma
Zolotareva, K., Dotsenko, P. A., Podkolodnyy, N., Ivanov, R., Makarova, A. L., Chadaeva, I., Bogomolov, A., Demenkov, P. S., Ivanisenko, V., Oshchepkov, D. & Ponomarenko, M., Dec 2024, In: International Journal of Molecular Sciences. 25, 23, 12802.
Research output: Contribution to journal › Article › peer-review
Computational identification of promising genetic markers associated with molecular mechanisms of reduced rice resistance to Rhizoctonia solani under excess nitrogen fertilization using gene network reconstruction and analysis methods
Antropova, E. A., Volyanskaya, A. R., Adamovskaya, A. V., Demenkov, P. S., Yatsyk, I. V., Ivanisenko, T. V., Orlov, Y. L., Haoyu, C., Chen, M. & Ivanisenko, V. A., 2024, In: Vavilovskii Zhurnal Genetiki i Selektsii. 28, 8, p. 960-973 14 p.
Research output: Contribution to journal › Article › peer-review
Could SLC26A7 Be a Promising Marker for Preoperative Diagnosis of High-Grade Papillary Thyroid Carcinoma?
Titov, S. E., Kozorezova, E. S., Lukyanov, S. A., Sergiyko, S. V., Demenkov, P. S., Veryaskina, Y. A., Vorobyev, S. L., Sleptsov, I. V., Chernikov, R. A., Timofeeva, N. I., Barashkova, S. V., Lushnikova, E. L., Uspenskaya, A. A., Zolotoukho, A. V., Romanova, O. V. & Zhimulev, I. F., Dec 2024, In: Diagnostics. 14, 23, 2652.
Research output: Contribution to journal › Article › peer-review
Gene networks and metabolomic screening analysis revealed specific pathways of amino acid and acylcarnitine profile alterations in blood plasma of patients with Parkinson’s disease and vascular parkinsonism
Makarova, A. A., Melnikova, P. M., Rogachev, A. D., Demenkov, P. S., Ivanisenko, T. V., Predtechenskaya, E. V., Karmanov, S. Y., Koval, V. V., Pokrovsky, A. G., Lavrik, I. N., Kolchanov, N. A. & Ivanisenko, V. A., 2024, In: Вавиловский журнал генетики и селекции. 28, 8, p. 927-939 13 p.
Research output: Contribution to journal › Article › peer-review
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 proceeding › Conference contribution › Research › peer-review

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