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Adaptive Dimensionality Reduction with Semi-Supervision (AdDReSS): Classifying Multi-Attribute Biomedical Data

Medical diagnostics is often a multi-attribute problem, necessitating sophisticated tools for analyzing high-dimensional biomedical data. Mining this data often results in two crucial bottlenecks: 1) high dimensionality of features used to represent rich biological data and 2) small amounts of label...

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Vydáno v:PLoS One
Hlavní autoři: Lee, George, Romo Bucheli, David Edmundo, Madabhushi, Anant
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4946789/
https://ncbi.nlm.nih.gov/pubmed/27421116
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0159088
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