Bayesian multiple instance learning: automatic feature selection and inductive transfer
Proceedings of the 25th international conference on Machine learning
Batch classification with applications in computer aided diagnosis
ECML'06 Proceedings of the 17th European conference on Machine Learning
Medical data mining: insights from winning two competitions
Data Mining and Knowledge Discovery
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
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In this report we summarize the KDD Cup 2008 task, which addressed a problem of early breast cancer detection. We describe the data and the challenges, the results and summarize the algorithms used by the winning teams. We also summarize the workshop on Mining Medical Data held in conjunction with SIGKDD on August 24, 2008 in Las Vegas, NV that brought together researchers working on various aspects of applying machine learning and data mining to challenging tasks in medical and health care domains.