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This repository contains the source code to reproduce the results in the scientific paper "A machine learning framework to extract the biomarker potential of plasma IgG N-glycans towards disease risk stratification" by the Kontoravdi Lab (https://www.imperial.ac.uk/synthetic-biology/associates/cleo-kontoravdi/)

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kf120/IgG_Nglycan_CRC_classification_paper

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IgG_Nglycan_CRC_classification_paper

Description

This repository contains the source code to reproduce the results in the scientific paper "A machine learning framework to extract the biomarker potential of plasma IgG N-glycans towards disease risk stratification" by the Kontoravdi Lab (https://www.imperial.ac.uk/synthetic-biology/associates/cleo-kontoravdi/).

Contents

  • src/: This folder contains all the source code used in the project.
  • data/: Here you'll find the dataset used in our analysis.
  • results/: Contains Excel sheets with detailed results of our experiments.
  • models/: Trained machine learning models are stored in this folder.

Contact

Konstantinos Flevaris ([email protected])

About

This repository contains the source code to reproduce the results in the scientific paper "A machine learning framework to extract the biomarker potential of plasma IgG N-glycans towards disease risk stratification" by the Kontoravdi Lab (https://www.imperial.ac.uk/synthetic-biology/associates/cleo-kontoravdi/)

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