Cancer gene expression profiles associated with clinical outcomes to chemotherapy treatments
Borisov, Nicolas, Sorokin, Maxim, Tkachev, Victor, Garazha, Andrew, Buzdin, Anton
Published in BMC medical genomics (18.09.2020)
Published in BMC medical genomics (18.09.2020)
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Journal Article
Shambhala: a platform-agnostic data harmonizer for gene expression data
Borisov, Nicolas, Shabalina, Irina, Tkachev, Victor, Sorokin, Maxim, Garazha, Andrew, Pulin, Andrey, Eremin, Ilya I, Buzdin, Anton
Published in BMC bioinformatics (06.02.2019)
Published in BMC bioinformatics (06.02.2019)
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Journal Article
Flexible Data Trimming Improves Performance of Global Machine Learning Methods in Omics-Based Personalized Oncology
Tkachev, Victor, Sorokin, Maxim, Borisov, Constantin, Garazha, Andrew, Buzdin, Anton, Borisov, Nicolas
Published in International journal of molecular sciences (22.01.2020)
Published in International journal of molecular sciences (22.01.2020)
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Journal Article
System, Method and Software for Calculation of a Cannabis Drug Efficiency Index for the Reduction of Inflammation
Borisov, Nicolas, Ilnytskyy, Yaroslav, Byeon, Boseon, Kovalchuk, Olga, Kovalchuk, Igor
Published in International journal of molecular sciences (31.12.2020)
Published in International journal of molecular sciences (31.12.2020)
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Journal Article
Better Agreement of Human Transcriptomic and Proteomic Cancer Expression Data at the Molecular Pathway Activation Level
Raevskiy, Mikhail, Sorokin, Maxim, Zakharova, Galina, Tkachev, Victor, Borisov, Nicolas, Kuzmin, Denis, Kremenchutckaya, Kristina, Gudkov, Alexander, Kamashev, Dmitry, Buzdin, Anton
Published in International journal of molecular sciences (26.02.2022)
Published in International journal of molecular sciences (26.02.2022)
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Journal Article
The Role of the Metabolism of Zinc and Manganese Ions in Human Cancerogenesis
Rozenberg, Julian Markovich, Kamynina, Margarita, Sorokin, Maksim, Zolotovskaia, Marianna, Koroleva, Elena, Kremenchutckaya, Kristina, Gudkov, Alexander, Buzdin, Anton, Borisov, Nicolas
Published in Biomedicines (05.05.2022)
Published in Biomedicines (05.05.2022)
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Journal Article
FNC: An Advanced Anticancer Therapeutic or Just an Underdog?
Fayzullina, Daria, Kharwar, Rajesh Kumar, Acharya, Arbind, Buzdin, Anton, Borisov, Nicolas, Timashev, Peter, Ulasov, Ilya, Kapomba, Byron
Published in Frontiers in oncology (10.02.2022)
Published in Frontiers in oncology (10.02.2022)
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Journal Article
Disparity between Inter-Patient Molecular Heterogeneity and Repertoires of Target Drugs Used for Different Types of Cancer in Clinical Oncology
Zolotovskaia, Marianna A, Sorokin, Maxim I, Petrov, Ivan V, Poddubskaya, Elena V, Moiseev, Alexey A, Sekacheva, Marina I, Borisov, Nicolas M, Tkachev, Victor S, Garazha, Andrew V, Kaprin, Andrey D, Shegay, Peter V, Giese, Alf, Kim, Ella, Roumiantsev, Sergey A, Buzdin, Anton A
Published in International journal of molecular sciences (26.02.2020)
Published in International journal of molecular sciences (26.02.2020)
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Journal Article
OncoboxPD: human 51 672 molecular pathways database with tools for activity calculating and visualization
Zolotovskaia, Marianna A., Tkachev, Victor S., Guryanova, Anastasia A., Simonov, Alexander M., Raevskiy, Mikhail M., Efimov, Victor V., Wang, Ye, Sekacheva, Marina I., Garazha, Andrew V., Borisov, Nicolas M., Kuzmin, Denis V., Sorokin, Maxim I., Buzdin, Anton A.
Published in Computational and structural biotechnology journal (01.01.2022)
Published in Computational and structural biotechnology journal (01.01.2022)
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Journal Article
Profiling of Human Molecular Pathways Affected by Retrotransposons at the Level of Regulation by Transcription Factor Proteins
Nikitin, Daniil, Penzar, Dmitry, Garazha, Andrew, Sorokin, Maxim, Tkachev, Victor, Borisov, Nicolas, Poltorak, Alexander, Prassolov, Vladimir, Buzdin, Anton A
Published in Frontiers in immunology (30.01.2018)
Published in Frontiers in immunology (30.01.2018)
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Journal Article
Machine Learning Applicability for Classification of PAD/VCD Chemotherapy Response Using 53 Multiple Myeloma RNA Sequencing Profiles
Borisov, Nicolas, Sergeeva, Anna, Suntsova, Maria, Raevskiy, Mikhail, Gaifullin, Nurshat, Mendeleeva, Larisa, Gudkov, Alexander, Nareiko, Maria, Garazha, Andrew, Tkachev, Victor, Li, Xinmin, Sorokin, Maxim, Surin, Vadim, Buzdin, Anton
Published in Frontiers in oncology (15.04.2021)
Published in Frontiers in oncology (15.04.2021)
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Journal Article
FLOating-Window Projective Separator (FloWPS): A Data Trimming Tool for Support Vector Machines (SVM) to Improve Robustness of the Classifier
Tkachev, Victor, Sorokin, Maxim, Mescheryakov, Artem, Simonov, Alexander, Garazha, Andrew, Buzdin, Anton, Muchnik, Ilya, Borisov, Nicolas
Published in Frontiers in genetics (15.01.2019)
Published in Frontiers in genetics (15.01.2019)
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Journal Article
Uniformly shaped harmonization combines human transcriptomic data from different platforms while retaining their biological properties and differential gene expression patterns
Borisov, Nicolas, Tkachev, Victor, Simonov, Alexander, Sorokin, Maxim, Kim, Ella, Kuzmin, Denis, Karademir-Yilmaz, Betul, Buzdin, Anton
Published in Frontiers in molecular biosciences (06.09.2023)
Published in Frontiers in molecular biosciences (06.09.2023)
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Journal Article
Gene Expression-Based Signature Can Predict Sorafenib Response in Kidney Cancer
Gudkov, Alexander, Shirokorad, Valery, Kashintsev, Kirill, Sokov, Dmitriy, Nikitin, Daniil, Anisenko, Andrey, Borisov, Nicolas, Sekacheva, Marina, Gaifullin, Nurshat, Garazha, Andrew, Suntsova, Maria, Koroleva, Elena, Buzdin, Anton, Sorokin, Maksim
Published in Frontiers in molecular biosciences (14.03.2022)
Published in Frontiers in molecular biosciences (14.03.2022)
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Journal Article
Quantitation of Molecular Pathway Activation Using RNA Sequencing Data
Borisov, Nicolas, Sorokin, Maxim, Garazha, Andrew, Buzdin, Anton
Published in Methods in molecular biology (Clifton, N.J.) (01.01.2020)
Published in Methods in molecular biology (Clifton, N.J.) (01.01.2020)
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