Bioinformatics analysis of rheumatoid arthritis using GEO datasets to identify DEGs, hub genes, and enriched pathways through PPI network and enrichment analysis.
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Jun 15, 2025
#
biomarker-analysis
Here are 7 public repositories matching this topic...
Transparent statistical pipeline for identifying biomarkers associated with neurological disease progression. Spearman correlations, Mann-Whitney group comparisons, volcano plots, and FDR correction.
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Apr 9, 2026 - Python
Multi-omics bioinformatics study investigating XIST as a potential biomarker in breast cancer.
pathway-analysis differential-expression rna-structure-prediction bioinformatics-analysis lncrna breast-cancer biomarker-analysis xist
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Mar 10, 2026
Machine Learning model for predicting ovarian tumor malignancy (benign vs malignant) using clinical biomarkers. Achieves 94% accuracy with Random Forest.
python machine-learning random-forest scikit-learn ovarian-cancer clinical-data cancer-prediction medical-ai healthcare-ai biomarker-analysis
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Jan 3, 2026 - Jupyter Notebook
[ISCC, 2026] Official Implementation of "A Quantitative Analysis of Multimodal Biomarkers in Alzheimer's Disease"
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Apr 29, 2026 - Jupyter Notebook
PDAC Diagnostic System: Applied ML system for early PDAC detection using urinary biomarkers (LYVE1, REG1B, TFF1). Features a Random Forest classifier, automated biochemical normalization, and PDF clinical reporting. Based on Debernardi et al. (2020) research.
data-science machine-learning random-forest scikit-learn pdf-generation feature-engineering predictive-analytics medical-informatics streamlit healthcare-it biomarker-analysis
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Feb 8, 2026 - Jupyter Notebook
MRI biomarker analysis scripts from MSc Clinical Neuroscience dissertation, UCL
mri biomarker mri-images biomarker-discovery biomarkers huntington mri-brain mri-data mri-segmentation gene-therapy huntingtons-disease mri-analysis biomarker-data biomarker-segmentation biomarker-analysis biomarker-prediction biomarker-detection
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Apr 12, 2026 - Stata
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