30@DMMS'2021 Application of machine learning algorithms for cancer detection in liquid biopsy

project type: application

edition: 2021

number of students in project 3 - 5

manager: Franciszek Górski

The goal of the project is application of machine learning algorithms for cancer detection
in data gathered from liquid biopsy.
The scope of work includes:
1. Application of algorithms based on neural networks, decision trees or other machine
learning techniques for cancer detection in data gathered from liquid biopsy.
2. Analysis and reduction of the dataset based on feature relevance.
3. Application of aforementioned algorithms on a reduced dataset and comparison of the
results.