App to predict if a patient has DCM or not based on RNA-seq data.
The main files and directories of this repository are:
File | Description |
---|---|
RandomForestClassifier_NF_DCM_impgenes.bin | Bin file of the best classifier |
streamlit_app.py | Script for the streamlit web application |
requirements.txt | File with names of the packages required for the streamlit web application |
style.css | css file to customize specific feature of the web application |
- This app was developed for a group project of a course from the Master's degree in Systems Biology at Maastricht University.
- Developed by Sebastián Ayala Ruano.
- The training dataset was obtained from the The Myocardial Applied Genomics Network (MAGNet) project.
More details about the exploratory data analysis, data preparation, and model selection are available in this GitHub repository.
If you have comments or suggestions about this project, you can open an issue in this repository, or email me at [email protected].