Clinical Data · 2024
Breast Cancer Diagnostic Analysis
An exploratory analysis of the Wisconsin Breast Cancer dataset, examining which cell measurements most clearly separate benign cases from malignant ones — a project where the physiology background paid off.
- Role
- Analysis & modelling
- Year
- 2024
- Type
- Clinical Data
The question
An exploratory analysis of the Wisconsin Breast Cancer dataset, examining which cell measurements most clearly separate benign cases from malignant ones — a project where the physiology background paid off.
Approach
Built end-to-end in a Jupyter notebook: data cleaning and inspection first, then feature preparation, then the smallest model that could answer the question honestly. The full walkthrough, code, and figures live on GitHub.
Stack
- Python
- Pandas
- Matplotlib
- Jupyter Notebook