Concepedia

Linear Regression Links Transcriptomic Data and Cellular Raman Spectra

Koseki J. Kobayashi-Kirschvink, Hidenori Nakaoka, Arisa Oda, Ken-ichiro F. Kamei, Kazuki Nosho, Hiroko Fukushima, Yu Kanesaki, Shunsuke Yajima, Haruhiko Masaki, Kunihiro Ohta,

Cell Systems · 2018 · 51 citations · 44 references

DOIFull text

Open access

Concepts

References

44

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

, , +13

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

, , +6

Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation

Cole Trapnell, Brian A. Williams, Geo Pertea et al. · Nature Biotechnology · 2010 · 16.5K citations

, , +16

TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions

Daehwan Kim, Geo Pertea, Cole Trapnell et al. · Genome biology · 2013 · 13.7K citations · Full text

, , +14

PLS-regression: a basic tool of chemometrics

Svante Wold, Michael Sjöstróm, Lennart Eriksson · Chemometrics and Intelligent Laboratory Systems · 2001 · 9.7K citations

, , +6