This algorithm was created during a master thesis project for Igor Sikorsky Kyiv Polytechnic Institute. The essence of the project in creating the system, which will define the class of the liver ('norma' or 'pathology') by analyzing ultrasound images. Images were provided by the Institute of Nuclear Medicine and Radiation Diagnostics.
The idea of algorithm was developed in direct collaboration with:
- Ievgen Nastenko (my supervisor) - Doctor of Biological Sciences, Candidate of Technical Sciences, Senior Researcher, Head of the Department of Biomedical Cybernetics.
- Vladimir Pavlov - Candidate of Technical Sciences, Docent, Associate Professor of the Department of Biomedical Cybernetics.
1. Group Method of Data Handling.
2. Decision Trees
3. Random Forests