Katarína Bachratá

According to our database, Katarína Bachratá authored at least 10 papers between 2018 and 2022.

Collaborative distances:

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

2022

Computational Study of Methods for Determining the Elasticity of Red Blood Cells Using Machine Learning.

Samuel Molcan, Monika Smiesková, Hynek Bachratý, Katarína Bachratá

Symmetry, 2022

2021

Classification of Red Blood Cell Rigidity from Sequence Data of Blood Flow Simulations Using Neural Networks.

Katarína Bachratá, Katarína Buzáková, Michal Chovanec, Hynek Bachratý, Monika Smiesková, Alzbeta Bohiniková

Symmetry, 2021

Numerical Experiment Characteristics Dependence on Red Blood Cell Parameters.

Kristína Kovalcíková, Hynek Bachratý, Katarína Bachratá, Katarína Buzáková

Proceedings of the International Conference on Information and Digital Technologies, 2021

Possibilities of using Neural Networks to Blood Flow Modelling.

Katarína Buzáková, Katarína Bachratá, Hynek Bachratý, Michal Chovanec

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

Applications of machine learning for simulations of red blood cells in microfluidic devices.

Hynek Bachratý, Katarína Bachratá, Michal Chovanec, Iveta Jancigová, Monika Smiesková, Kristína Kovalcíková

BMC Bioinform., March, 2020

2019

Pairwise coupling of convolutional neural networks for better explicability of classification systems.

Ondrej Such, Peter Tarábek, Katarína Bachratá, Andrea Tinajová

CoRR, 2019

Comparison of Numerical and Laboratory Experiment Examining Deformation of Red Blood Cell.

Kristína Kovalcíková, Ivan Cimrák, Katarína Bachratá, Hynek Bachratý

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Convolutional Neural Networks for Red Blood Cell Trajectory Prediction in Simulation of Blood Flow.

Michal Chovanec, Hynek Bachratý, Katarína Jasencáková, Katarína Bachratá

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Simulation Approaches to Stretching of Red Blood Cells.

Alzbeta Bohiniková, Katarína Bachratá

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

2018

Simulation of Blood Flow in Microfluidic Devices for Analysing of Video from Real Experiments.

Hynek Bachratý, Katarína Bachratá, Michal Chovanec, Frantisek Kajánek, Monika Smiesková, Martin Slavík

Proceedings of the Bioinformatics and Biomedical Engineering, 2018