Data Mining in Healthcare and Biomedicine: A Survey of the Literature

2011/05/02 by Illhoi Yoo, Patricia Alafaireet, Miroslav Marinov +5 · 1 citation
Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Data Mining Algorithms and Applications #Imbalanced Data Classification Techniques

paper · doi:10.1007/s10916-011-9710-5

openalex publication_date 2011/05/02 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29

Citations

• Predicting breast cancer survivability: a comparison of three data mining methods
• A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
• The KDD process for extracting useful knowledge from volumes of data
• Machine learning for medical diagnosis: history, state of the art and perspective
• On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

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