A distributed ensemble approach for mining healthcare data under privacy constraints

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

Diagnosis and Classification of Diabetes Mellitus

Diabetes Care · 2010 · 14K citations · Full text

Medicine, Endocrinology, Internal Medicine +11

Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp.

Masafumi Matsuda, Ralph A. DeFronzo · Diabetes Care · 1999 · 5.6K citations

Medicine, Endocrinology, Internal Medicine +12

Privacy-preserving data mining

Rakesh Agrawal, Ramakrishnan Srikant · ACM SIGMOD Record · 2000 · 3K citations

Computing, Computer Science, Data Science +15

Improved boosting algorithms using confidence-rated predictions

Robert E. Schapire, Yoram Singer · 1998 · 2.6K citations

Computing, Computer Science, Data Mining +13