Machine Learning Model to Predict Postmastectomy Breast Reconstruction Complications

Key Points

• To create a machine learning model that can predict major complications following postmastectomy breast reconstruction.
• Developed an internally validated machine learning model
• Trained the model using structured and unstructured clinical data
• Focus on predicting 1-year major complications
• Successfully predicted major complications using the model
• Provides groundwork for personalized risk assessment and decision support tools