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Review of Statistical Methods for Evaluating the Performance of Survival or Other Time-to-Event Prediction Models (from Conventional to Deep Learning Approaches)

The recent introduction of various high-dimensional modeling methods, such as radiomics and deep learning, has created a much greater diversity in modeling approaches for survival prediction (or, more generally, time-to-event prediction). The newness of the recent modeling approaches and unfamiliari...

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Detalles Bibliográficos
Autores principales: Park, Seo Young, Park, Ji Eun, Kim, Hyungjin, Park, Seong Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Society of Radiology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484151/
https://www.ncbi.nlm.nih.gov/pubmed/34269532
http://dx.doi.org/10.3348/kjr.2021.0223