A comprehensive machine learning application that predicts breast cancer malignancy using cytology measurements. Features an interactive Streamlit web interface with real-time visualizations including radar charts for cell nuclei analysis. Implements logistic regression with data preprocessing pipelines for accurate benign/malignant classification.
python data-science machine-learning sklearn plotly data-visualization web-application logistic-regression data-preprocessing predictive-analytics breast-cancer classification-model ai-in-healthcare medical-ai streamlit medical-diagnosis medical-research interactive-dashboard healthcare-technology cytology-analysis
-
Updated
Jan 23, 2026 - Python