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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-...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Int J Mol Sci
Hauptverfasser: Lötsch, Jörn, Ultsch, Alfred
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2019
Schlagworte:
Online Zugang: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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