LINPS: A database for cancer cell-specific perturbations of biological networks
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Updated
May 31, 2021 - R
LINPS: A database for cancer cell-specific perturbations of biological networks
Enabling organoid analyses using drug sreening, RNA-seq, exome-seq
ML-driven platform for Glioblastoma drug recommendation using GDSC data. Features multi-model prediction (RF, XGBoost, NN, SVM, KNN), molecular similarity analysis (Tanimoto, MCS, GCN), pathway enrichment, drug interaction checking, and combination therapy optimization with interactive dashboard.
Flexible processing and analysis of plug microfluidics data
Capstone Project for my Data Scientist Certification based on data from my PhD thesis: "High-content screening for cardiovascular modulators in zebrafish (Danio rerio)"
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