Development of Intelligent Software for the Automated Analysis of Biological Properties of Stem Cells Intended for the Treatment of Chronic Wounds
CELLVISION AI · See · Analyze · Predict · Regenerate
PROJECT PARTNERS
National Technical University “Kharkiv Polytechnic Institute”
Institute for Problems of Cryobiology and Cryomedicine of the National Academy of Sciences of Ukraine
PROJECT OUTCOME
Intelligent software based on computer vision and deep learning for the analysis of microscopic images of 2D and 3D cell cultures in personalized medicine applications.
FROM INPUT DATA TO SOFTWARE PRODUCT
2D
Cell Cultures
3D
Cell Cultures
INPUT (IMAGE)
Microscopic Images of Cells
↓
SEGMENTATION MASK
Cell Segmentation and Detection
↓
CELL CALCULATOR
Software for Cell Culture Analysis
PROJECT OBJECTIVES
◆ Create a structured dataset of annotated images of 2D and 3D cell cultures suitable for training segmentation models and validating the developed algorithms.
◆ Train and validate instance segmentation models for 2D and 3D cell cultures.
◆ Develop, implement, and validate algorithms for analyzing the total number of cells, their morphological properties, and viability using the developed segmentation models.
◆ Develop, implement, and validate algorithms for 3D reconstruction of multicellular spheroids based on identified viable and non-viable cells.
◆ Develop functional software with a graphical user interface that allows users to upload data, perform analyses, and obtain results in a user-friendly format.
As part of the research activities, copyright registration is carried out for the results of intellectual work. This page provides registration details without publishing documents containing the authors’ personal data.
CERTIFICATE OF COPYRIGHT REGISTRATION FOR A WORK
No. 14032
dated January 28, 2026
*The list of certificates is being updated.
Video Report on the Project
Learn more about the CELLVISION AI project and the work of its participants in this video report.
