🔬 Breast Cancer Insights – Easy FNA Analysis

Turn complex breast biopsy data into clear, visual insights that help doctors spot patterns of benign vs malignant tumors in seconds.

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🩺 About This Project

This interactive app makes fine needle aspirate (FNA) data simple to understand and actionable.

Doctors can:

• 🔹 Explore how cell features like size, shape, smoothness, and texture differ between benign (safe) and malignant (cancerous) samples
  
• 🔹 Visualize relationships between features to see which traits indicate cancer
  
• 🔹 Track feature flows to diagnosis with Sankey diagrams
  
• 🔹 Check summary cards for key numbers at a glance
  

⚡ Why It Matters

• Transforms complex, multi-feature data into clear, actionable visuals
  
• Helps doctors identify risk patterns faster for quicker, informed decisions
  
• Highlights important indicators without manually sifting through hundreds of measurements
  

📊 What It Includes

• 30 cell-level features per sample: radius, texture, perimeter, area, smoothness, compactness, concavity, concave points, symmetry, fractal dimension
  
• Labels: Benign (B) vs Malignant (M)
  
• Interactive charts: histograms, scatter plots, heatmaps, radar charts, and Sankey diagrams
  
• Summary cards for quick insights
  

💡 Outcome:
A simple, intuitive tool that turns raw biopsy data into stories, helping doctors make faster and better-informed decisions.

Built With

• plotly