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Current Projection Methods-Induced Biases at Subgroup Detection for Machine-Learning Based Data-Analysis of Biomedical Data

Advances in flow cytometry enable the acquisition of large and high-dimensional data sets per patient. Novel computational techniques allow the visualization of structures in these data and, finally, the identification of relevant subgroups. Correct data visualizations and projections from the high-...

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Detalles Bibliográficos
Autores principales: Lötsch, Jörn, Ultsch, Alfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982269/
https://www.ncbi.nlm.nih.gov/pubmed/31861946
http://dx.doi.org/10.3390/ijms21010079