Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33)

The Lancet · 1998 · 20.1K citations

Medicine, Endocrinology, Pharmacotherapy +13

Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus. Provisional report of a WHO Consultation

K. G. M. M. Alberti, Paul Zimmet · Diabetic Medicine · 1998 · 15.3K citations

Medicine, Endocrinology, Internal Medicine +15

Gene Selection for Cancer Classification using Support Vector Machines

Isabelle Guyon, Jason Weston, S. Barnhill et al. · Machine Learning · 2002 · 9.8K citations · Full text

Computing, Bioinformatics, Biomedical Informatics +12

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.9K citations

Computing, Computer Science, Data Science +14