Statistical inference for decision curve analysis, with applications to cataract diagnosis

Statistical learning methods are widely used in medical literature for the purpose of diagnosis or prediction. Conventional accuracy assessment via sensitivity, specificity, and ROC curves does not fully account for clinical utility of a specific model. Decision curve analysis (DCA) becomes a novel...

Celý popis

Podrobná bibliografie

Vydáno v:	Statistics in medicine Ročník 39; číslo 22; s. 2980 - 3002
Hlavní autoři:	Sande, Sumaiya Z., Li, Jialiang, D'Agostino, Ralph, Yin Wong, Tien, Cheng, Ching‐Yu
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	England Wiley Subscription Services, Inc 30.09.2020
Témata:	Cataracts Decision analysis decision curve diagnostic medicine Medical diagnosis risk prediction Statistical inference threshold utility utility threshold decision curve diagnostic medicine risk prediction
ISSN:	0277-6715, 1097-0258, 1097-0258
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!