Published November 23, 2025
| Version v1.0.0
Software
Open
CSF Metabolomics Logistic Regression Pipeline
Authors/Creators
Description
This repository contains the code used to generate the results for the manuscript:
"CSF metabolomic signature during therapy for childhood acute lymphoblastic leukemia predicts subsequent working memory impairment."
It provides an interactive workflow for logistic regression modeling, feature selection, cross-validation, hyperparameter tuning, and threshold optimization applied to CSF metabolomics data.
Notes
Files
jeremywillekens/CSF_Metabolomics_Logistic_Regression_Pipeline-v1.0.0.zip
Files
(33.5 kB)
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Additional details
Related works
- Is supplement to
- Software: https://github.com/jeremywillekens/CSF_Metabolomics_Logistic_Regression_Pipeline/tree/v1.0.0 (URL)
Funding
- National Institutes of Health
- R01 CA220568
Software
- Repository URL
- https://github.com/jeremywillekens/CSF_Metabolomics_Logistic_Regression_Pipeline
- Programming language
- Python