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pharmaceutical-analytics

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All 4 Python 3 Jupyter Notebook 1

famenaghawon / cancer-biomarker-discovery

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End-to-end computational platform for pharmaceutical-grade cancer biomarker discovery. Integrates multi-omics data, machine learning, and clinical validation frameworks for precision oncology applications.

bioinformatics-pipeline biomarker-discovery precision-medicine ensemble-machine-learning explainable-ai multi-omics-integration pharmaceutical-analytics computational-oncology translational-bioinformatics machine-learning-biology clinical-validation cancer-biomarkers synthetic-biology-data cancer-subtyping
  • Updated Dec 1, 2025
  • Python

Kingsley-Eboh / clinical-trials-analysis

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This project analyses ten years of clinical trial activity across major pharmaceutical sponsors to identify pipeline efficiency, phase attrition and therapeutic area trends. It delivers strategic intelligence applicable to drug development planning, regulatory strategy and life sciences investment decisions.

power-bi business-intelligence data-analytics clinical-trials predictive-analytics drug-development pharmaceutical-analytics
  • Updated Jun 10, 2026
  • Jupyter Notebook

radyslav-datascience / drug_substitution_engine

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DiD-based engine measuring drug substitution coefficients across 150+ pharmacy markets. For each of 6,264 drugs: COEF_1 (retention on stockout), decomposition (COVERAGE × CONDITIONAL), and composite RELIABILITY_SCORE. Python pipeline, parallel processing, 16 validation invariants.

python data-science multiprocessing pandas methodology parquet difference-in-differences pharmaceutical-analytics substitution-analysis pharma-retail
  • Updated May 11, 2026
  • Python

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