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computational-bio-portfolio
computational-bio-portfolio PublicComputational biology and data science portfolio showcasing end-to-end analyses of transcriptomic, single-cell, and public health datasets using Python, R, and machine learning to study disease mec…
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immune-material-FBR
immune-material-FBR PublicComputational analysis of immune and fibroblast responses to biomaterial implantation
Jupyter Notebook 1
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brca-transcriptomic-ml-pipeline
brca-transcriptomic-ml-pipeline PublicEnd-to-end clinico-transcriptomic analysis of 1,019 TCGA-BRCA RNA-seq samples integrating differential expression, pathway enrichment (GSEA/ORA), and survival modeling using Cox regression and mach…
Jupyter Notebook 1
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dlbcl-transcriptomic-analysis
dlbcl-transcriptomic-analysis PublicTranscriptomic and survival analysis of 200 DLBCL patients (GEO GSE10846) using microarray data to identify subtype-specific differential expression, pathway dysregulation, and prognostic survival …
Jupyter Notebook 1
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breast-cancer-pathway-ml
breast-cancer-pathway-ml PublicConfounding-aware RNA-seq analysis of 94 breast cancer patients combining batch correction, multi-factor differential expression, ssGSEA pathway scoring, and machine learning to evaluate robust pre…
Jupyter Notebook 1
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tnbc-risk-immune-integration
tnbc-risk-immune-integration PublicIntegrative systems biology workflow combining GWAS, TCGA RNA-seq, immune pathway profiling, and network analysis to identify immune-associated breast cancer susceptibility genes in TNBC.
Jupyter Notebook 1
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