Ordinal SuStaIn: Subtype and Stage Inference for Clinical Scores, Visual Ratings, and Other Ordinal Data

Subtype and Stage Inference (SuStaIn) is an unsupervised learning algorithm that uniquely enables the identification of subgroups of individuals with distinct pseudo-temporal disease progression patterns from cross-sectional datasets. SuStaIn has been used to identify data-driven subgroups and perfo...

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Detalles Bibliográficos
Autores principales: Young, Alexandra L., Vogel, Jacob W., Aksman, Leon M., Wijeratne, Peter A., Eshaghi, Arman, Oxtoby, Neil P., Williams, Steven C. R., Alexander, Daniel C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8387598/
https://www.ncbi.nlm.nih.gov/pubmed/34458723
http://dx.doi.org/10.3389/frai.2021.613261

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8387598/
https://www.ncbi.nlm.nih.gov/pubmed/34458723
http://dx.doi.org/10.3389/frai.2021.613261

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