Patricia C. Torrell

# 🧬 Patricia C. Torrell ### Clinical Data Analyst **Machine Learning · Clinical Research · Reproducible Science**

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📁 Portfolio of Clinical Data Science Projects

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🧬 About Me

Clinical Data Analyst specializing in:

• structured clinical datasets
• reproducible analytical pipelines
• machine learning for risk prediction
• scientific communication and interpretability

My work focuses on building clinically meaningful, transparent and reproducible models that support decision‑making in healthcare.

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📁 Featured Projects

### 🧬 Kidney Stone Risk Prediction Machine learning model for early risk stratification of kidney stone disease. 👉 View project website
👉 GitHub repository

### 🧠 Alzheimer’s Disease — Brain Morphology & Mental Health Multivariate analysis of brain volumes, symptom severity, daily functioning and diagnosis in Alzheimer’s disease. 👉 View project website
👉 GitHub repository

### 🦠 Antimicrobial Resistance in Spain Predictive modeling for migraine onset using clinical and lifestyle variables. 👉 View project website
👉 GitHub repository

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📊 Additional Projects

More clinical data science projects will be added shortly.

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🧩 Skills

• Clinical data preprocessing (missingness, outliers, encoding)
• Statistical analysis (R, Python, SPSS)
• Machine learning for risk prediction
• Feature engineering guided by clinical knowledge
• Model evaluation and interpretability
• Reproducible pipelines (pandas, PySpark, sklearn)
• Scientific communication and reporting

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💼 Experience

Clinical Data Analyst

• Analysis of structured clinical datasets
• Development of reproducible analytical workflows
• Risk prediction modeling in healthcare contexts
• Preparation of technical and scientific reports

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📬 Contact

• GitHub: https://github.com/PatriCT240
• LinkedIn

Last updated: January 2026