pcbi.1009579.s006.pdf (609.71 kB)
The correlation coefficient matrix of genes in DFC shows a distinct hierarchical structure within the POI.
journal contribution
posted on 2021-11-19, 18:37 authored by Takeru Fujii, Kazumitsu Maehara, Masatoshi Fujita, Yasuyuki OhkawaThe matrixes in (a) POIs and in (b) Others are shown. Types of feature (Strong, Weak, or Niche) and the signs of LASSO weight are also indicated.
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xlink "> organismsupon recent advancesperform binary classificationfrequently used methodfaced difficulties associateddifferentially expressed geneadaptive lasso penaltyidentifying marker genesmean expression levelsvarious cell typesdfc enabled characterizationprogenitor cell populationgenes pcell typescell characterizationcell populationcell analysisdefining genesvariable selectionthroughput analysisstatistical testsspecific statesspecific markerssmall subsetsample sizeresults revealedpotential applicationsmuscle satelliteeffectively subjecteddiscriminative featurediscriminative approachdfc ),comprehensive understandingbased approachesbased analysis
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