Blog & Articles

Short articles, tutorials, and insights on statistics, data science, bioinformatics, and machine learning research methods.

RNA-seq and Machine Learning
Bioinformatics

Identifying Biomarkers using RNA-seq and Machine Learning

A practical walkthrough of integrating differential expression analysis (DESeq2) with ensemble machine learning models to discover robust diagnostic biomarkers.

Oct 2025 8 min read
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Explainable AI in Healthcare
Machine Learning

Explainable AI (XAI) in Healthcare: Beyond the Black Box

How to use SHAP values and LIME to interpret complex machine learning models (like XGBoost and Random Forest) for clinical risk prediction.

Aug 2025 6 min read
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Data Visualization in R
Data Analysis

A Practical Guide to Data Visualization in R using ggplot2

Master the grammar of graphics. Learn how to build publication-ready, customizable plots for statistical reporting and research papers.

May 2025 5 min read
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