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Enhancing statistical power in temporal biomarker discovery through representative shapelet mining

MOTIVATION: Temporal biomarker discovery in longitudinal data is based on detecting reoccurring trajectories, the so-called shapelets. The search for shapelets requires considering all subsequences in the data. While the accompanying issue of multiple testing has been mitigated in previous work, the...

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Detalles Bibliográficos
Autores principales:	Gumbsch, Thomas, Bock, Christian, Moor, Michael, Rieck, Bastian, Borgwardt, Karsten
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2020
Materias:	Data
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7773478/ https://www.ncbi.nlm.nih.gov/pubmed/33381811 http://dx.doi.org/10.1093/bioinformatics/btaa815

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