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systemic-lupus-erythematosus

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andreas-pattichis / ML-for-RNA-Seq-Disease-Classification-and-Biomarker-Discovery

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This project develops a machine learning model to classify individuals as healthy, having rheumatoid arthritis (RA), or systemic lupus erythematosus (SLE) using RNA-Seq gene expression data. The project also identifies significant genes as potential biomarkers, leveraging SGDClassifier and XGBoost models.

machine-learning gene-expression rna-seq-analysis biomarkers disease-classification xgboost-classifier rheumatoid-arthritis sgdclassifier systemic-lupus-erythematosus
  • Updated Nov 26, 2024
  • Jupyter Notebook

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