Logistic regression has similar performance to optimised machine learning algorithms in a clinical setting: application to the discrimination between type 1 and type 2 diabetes in young adults

<p><strong>Background:</strong> There is much interest in the use of prognostic and diagnostic prediction models in all areas of clinical medicine. The use of machine learning to improve prognostic and diagnostic accuracy in this area has been increasing at the expense of classic s...

詳細記述

書誌詳細
主要な著者: Lynam, AL, Dennis, JM, Owen, KR, Oram, RA, Jones, AG, Shields, BM, Ferrat, LA
フォーマット: Journal article
言語:English
出版事項: BMC 2020