Cellular Division: Predictions Based on Cell's Viability Based on Microscopic Observation of Cell Morphology

Stepan Sharkov

Project's goal lies in the intersection of biology and machine learning, the tool which successfully allows scientists today to work with big data and make predictive analyses. This combination will be used in the project to improve existing software, which will allow predicting cell growth in the next minutes based on multiple factors and properties of cells with the accuracy close to 100%. The aims for the project are the final application and a publication of scientific paper with the presented software. The applications of this project lie in the estimating of necessary time and conditions required for cell division, as well as predicting the final cell size.


 

Academic Year
2020-2021
Area of Study