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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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Detalhes bibliográficos
Publicado no:Int J Mol Sci
Main Authors: Lötsch, Jörn, Ultsch, Alfred
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6982269/
https://ncbi.nlm.nih.gov/pubmed/31861946
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/ijms21010079
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