Comparison of outlier detection methods in biomedical data
Kornel Chromiński, Magdalena Alicja Tkacz · Journal of Medical Informatics & Technologies · 2010
In this paper the use of outlier detection methods is discussed. This analysis is an introduction to the use of various methods of outlier detection in medical diagnoses (screening). The authors investigated the usefulness of selected outlier detection methods in the context of detection sensitivity, speed performance analysis and the difficulty of automating the performance analysis by using the test methods for outlier detection.