Morphological Signal Processing for Phenotype Recognition of Human Pluripotent Stem Cells Using Machine Learning Methods

por Vedeneeva, Ekaterina, Gursky, Vitaly, Samsonova, Maria, Neganova, Irina
Publicado 2023

Sequence-based model of gap gene regulatory network

por Kozlov, Konstantin, Gursky, Vitaly, Kulakovskiy, Ivan, Samsonova, Maria
Publicado 2014

Dynamical Modeling of the Core Gene Network Controlling Transition to Flowering in Pisum sativum

por Pavlinova, Polina, Samsonova, Maria G., Gursky, Vitaly V.
Publicado 2021

Stochastic Effects in Retrotransposon Dynamics Revealed by Modeling under Competition for Cellular Resources

por Pavlov, Sergey, Gursky, Vitaly V., Samsonova, Maria, Kanapin, Alexander, Samsonova, Anastasia
Publicado 2021

Analysis of functional importance of binding sites in the Drosophila gap gene network model

por Kozlov, Konstantin, Gursky, Vitaly V, Kulakovskiy, Ivan V, Dymova, Arina, Samsonova, Maria
Publicado 2015

Dynamical Modeling of the Core Gene Network Controlling Flowering Suggests Cumulative Activation From the FLOWERING LOCUS T Gene Homologs in Chickpea

por Gursky, Vitaly V., Kozlov, Konstantin N., Nuzhdin, Sergey V., Samsonova, Maria G.
Publicado 2018

Application of Domain- and Genotype-Specific Models to Infer Post-Transcriptional Regulation of Segmentation Gene Expression in Drosophila

por Duk, Maria A., Gursky, Vitaly V., Samsonova, Maria G., Surkova, Svetlana Yu.
Publicado 2021

Quality Control of Human Pluripotent Stem Cell Colonies by Computational Image Analysis Using Convolutional Neural Networks

por Mamaeva, Anastasiya, Krasnova, Olga, Khvorova, Irina, Kozlov, Konstantin, Gursky, Vitaly, Samsonova, Maria, Tikhonova, Olga, Neganova, Irina
Publicado 2022

Mechanisms of gap gene expression canalization in the Drosophila blastoderm

por Gursky, Vitaly V, Panok, Lena, Myasnikova, Ekaterina M, Manu, Samsonova, Maria G, Reinitz, John, Samsonov, Alexander M
Publicado 2011

In silico evolution of the Drosophila gap gene regulatory sequence under elevated mutational pressure

por Chertkova, Aleksandra A., Schiffman, Joshua S., Nuzhdin, Sergey V., Kozlov, Konstantin N., Samsonova, Maria G., Gursky, Vitaly V.
Publicado 2017

Translating natural genetic variation to gene expression in a computational model of the Drosophila gap gene regulatory network

por Gursky, Vitaly V., Kozlov, Konstantin N., Kulakovskiy, Ivan V., Zubair, Asif, Marjoram, Paul, Lawrie, David S., Nuzhdin, Sergey V., Samsonova, Maria G.
Publicado 2017

Modeling of Flowering Time in Vigna radiata with Artificial Image Objects, Convolutional Neural Network and Random Forest

por Bavykina, Maria, Kostina, Nadezhda, Lee, Cheng-Ruei, Schafleitner, Roland, Bishop-von Wettberg, Eric, Nuzhdin, Sergey V., Samsonova, Maria, Gursky, Vitaly, Kozlov, Konstantin
Publicado 2022

Prognostic Analysis of Human Pluripotent Stem Cells Based on Their Morphological Portrait and Expression of Pluripotent Markers

por Krasnova, Olga A., Gursky, Vitaly V., Chabina, Alina S., Kulakova, Karina A., Alekseenko, Larisa L., Panova, Alexandra V., Kiselev, Sergey L., Neganova, Irina E.
Publicado 2022

Canalization of Gene Expression and Domain Shifts in the Drosophila Blastoderm by Dynamical Attractors

por Manu, Surkova, Svetlana, Spirov, Alexander V., Gursky, Vitaly V., Janssens, Hilde, Kim, Ah-Ram, Radulescu, Ovidiu, Vanario-Alonso, Carlos E., Sharp, David H., Samsonova, Maria, Reinitz, John
Publicado 2009

Canalization of Gene Expression in the Drosophila Blastoderm by Gap Gene Cross Regulation

por Manu, Surkova, Svetlana, Spirov, Alexander V, Gursky, Vitaly V, Janssens, Hilde, Kim, Ah-Ram, Radulescu, Ovidiu, Vanario-Alonso, Carlos E, Sharp, David H, Samsonova, Maria, Reinitz, John
Publicado 2009

A New Stochastic Model for Subgenomic Hepatitis C Virus Replication Considers Drug Resistant Mutants

por Ivanisenko, Nikita V., Mishchenko, Elena L., Akberdin, Ilya R., Demenkov, Pavel S., Likhoshvai, Vitaly A., Kozlov, Konstantin N., Todorov, Dmitry I., Gursky, Vitaly V., Samsonova, Maria G., Samsonov, Alexander M., Clausznitzer, Diana, Kaderali, Lars, Kolchanov, Nikolay A., Ivanisenko, Vladimir A.
Publicado 2014