-
1
-
-
80054768631
-
Extracting a cellular hierarchy from high-dimensional cytometry data with SPADE
-
Qiu, P. et al. Extracting a cellular hierarchy from high-dimensional cytometry data with SPADE. Nat. Biotechnol. 29, 886-891 (2011).
-
(2011)
Nat. Biotechnol
, vol.29
, pp. 886-891
-
-
Qiu, P.1
-
2
-
-
79955750055
-
Single-cell mass cytometry of differential immune and drug responses across a human hematopoietic continuum
-
Bendall, S.C. et al. Single-cell mass cytometry of differential immune and drug responses across a human hematopoietic continuum. Science 332, 687-696 (2011).
-
(2011)
Science
, vol.332
, pp. 687-696
-
-
Bendall, S.C.1
-
3
-
-
84866096861
-
Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators
-
Bodenmiller, B. et al. Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators. Nat. Biotechnol. 30, 858-867 (2012).
-
(2012)
Nat. Biotechnol
, vol.30
, pp. 858-867
-
-
Bodenmiller, B.1
-
4
-
-
84861477707
-
Inferring phenotypic properties from single-cell characteristics
-
Qiu, P. Inferring phenotypic properties from single-cell characteristics. PLoS One 7, e37038 (2012).
-
(2012)
PLoS One
, vol.7
, pp. e37038
-
-
Qiu, P.1
-
5
-
-
0034843832
-
The earthmovers distance is the Mallows distance: Some insights from statistics
-
Levina, E. & Bickel, P. The earthmovers distance is the Mallows distance: some insights from statistics. Proceedings of ICCV 2001 (Vancouver, Canada) 251-256 (2001).
-
(2001)
Proceedings of ICCV 2001 Vancouver, Canada
, pp. 251-256
-
-
Levina, E.1
Bickel, P.2
-
6
-
-
84975815739
-
Pattern recognition in bioinformatics
-
Berlin Springer
-
Ngom, A. et al. Pattern Recognition in Bioinformatics. Lecture Notes in Computer Science Vol. 7986 (Berlin: Springer, 2013).
-
(2013)
Lecture Notes in Computer Science
, vol.7986
-
-
Ngom, A.1
-
7
-
-
84880280631
-
ViSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia
-
Amir el, A.D. et al. viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia. Nat. Biotechnol. 31, 545-552 (2013).
-
(2013)
Nat. Biotechnol
, vol.31
, pp. 545-552
-
-
Amirel, A.D.1
-
8
-
-
84869866192
-
RchyOptimyx: Cellular hierarchy optimization for flow cytometry
-
Aghaeepour, N. et al. RchyOptimyx: cellular hierarchy optimization for flow cytometry. Cytometry A 81, 1022-1030 (2012).
-
(2012)
Cytometry A
, vol.81
, pp. 1022-1030
-
-
Aghaeepour, N.1
-
9
-
-
84891956083
-
Automatic classification of cellular expression by nonlinear stochastic embedding (ACCENSE
-
Shekhar, K. et al. Automatic classification of cellular expression by nonlinear stochastic embedding (ACCENSE). Proc. Natl. Acad. Sci. USA 111, 202-207 (2014).
-
(2014)
Proc. Natl. Acad. Sci. USA
, vol.111
, pp. 202-207
-
-
Shekhar, K.1
-
10
-
-
84905483333
-
CCAST: A model-based gating strategy to isolate homogeneous subpopulations in a heterogeneous population of single cells
-
Anchang, B. et al. CCAST: A model-based gating strategy to isolate homogeneous subpopulations in a heterogeneous population of single cells. PLoS Comput. Biol. 10, e1003664 (2014).
-
(2014)
PLoS Comput. Biol
, vol.10
, pp. e1003664
-
-
Anchang, B.1
-
11
-
-
77954938186
-
Data reduction for spectral clustering to analyze high throughput flow cytometry data
-
Zare, H. et al. Data reduction for spectral clustering to analyze high throughput flow cytometry data. BMC Bioinformatics 11, 403 (2010).
-
(2010)
BMC Bioinformatics
, vol.11
, pp. 403
-
-
Zare, H.1
-
12
-
-
67649488081
-
FlowClust: A Bioconductor package for automated gating of flow cytometry data
-
Lo, K. et al. flowClust: A Bioconductor package for automated gating of flow cytometry data. BMC Bioinformatics 10, 145 (2009).
-
(2009)
BMC Bioinformatics
, vol.10
, pp. 145
-
-
Lo, K.1
-
13
-
-
84899129003
-
SWIFT-scalable clustering for automated identification of rare cell populations in large, high-dimensional flow cytometry datasets, part 2: Biological evaluation
-
Mosmann, T.R. et al. SWIFT-scalable clustering for automated identification of rare cell populations in large, high-dimensional flow cytometry datasets, part 2: biological evaluation. Cytometry A 85, 422-433 (2014).
-
(2014)
Cytometry A
, vol.85
, pp. 422-433
-
-
Mosmann, T.R.1
-
14
-
-
66649115648
-
Automated high-dimensional flow cytometric data analysis
-
Pyne, S. et al. Automated high-dimensional flow cytometric data analysis. Proc. Natl. Acad. Sci. USA 106, 8519-8524 (2009).
-
(2009)
Proc. Natl. Acad. Sci. USA
, vol.106
, pp. 8519-8524
-
-
Pyne, S.1
-
15
-
-
84975847596
-
-
Linderman, M., Qiu, P., Simonds, E. & Bjornson, Z. SPADE-An analysis and visualization tool for Flow Cytometry. R package version 1.20. http://bioconductor.org (2016).
-
(2016)
SPADE-An Analysis and Visualization Tool for Flow Cytometry. R Package Version 1.20
-
-
Linderman, M.1
Qiu, P.2
Simonds, E.3
Bjornson, Z.4
-
16
-
-
84866453621
-
CytoSPADE: High-performance analysis and visualization of high-dimensional cytometry data
-
Linderman, M.D. et al. CytoSPADE: high-performance analysis and visualization of high-dimensional cytometry data. Bioinformatics 28, 2400-2401 (2012).
-
(2012)
Bioinformatics
, vol.28
, pp. 2400-2401
-
-
Linderman, M.D.1
-
17
-
-
77954197414
-
Web-based analysis and publication of flow cytometry experiments
-
Kotecha, N., Krutzik, P.O. & Irish, J.M. Web-based analysis and publication of flow cytometry experiments. Curr Protoc Cytom Chapter 10, 10.17 (2010).
-
(2010)
Curr Protoc Cytom Chapter
, vol.10
, pp. 10-17
-
-
Kotecha, N.1
Krutzik, P.O.2
Irish, J.M.3
-
18
-
-
79955558072
-
An optimal minimum spanning tree algorithm
-
Pettie, S. & Ramach, V. An optimal minimum spanning tree algorithm. JACM 49, 49-60 (1999).
-
(1999)
JACM
, vol.49
, pp. 49-60
-
-
Pettie, S.1
Ramach, V.2
-
19
-
-
84911584312
-
Shortest connection networks and some generalizations
-
Prim, C.M. Shortest connection networks and some generalizations. Bell Syst. Tech. J. 36, 1389-1401 (1957).
-
(1957)
Bell Syst. Tech. J
, vol.36
, pp. 1389-1401
-
-
Prim, C.M.1
-
20
-
-
84924258718
-
A continuous molecular roadmap to iPSC reprogramming through progression analysis of single-cell cytometry
-
Zunder, E.R., Lujan, E., Goltsev, Y., Wernig, M. & Nolan, G. A continuous molecular roadmap to iPSC reprogramming through progression analysis of single-cell cytometry. Cell Stem Cell 16, 323-337 (2015).
-
(2015)
Cell Stem Cell
, vol.16
, pp. 323-337
-
-
Zunder, E.R.1
Lujan, E.2
Goltsev, Y.3
Wernig, M.4
Nolan, G.5
-
22
-
-
84919775831
-
Accelerating t-SNE using tree-based algorithms
-
van der Maaten, L. Accelerating t-SNE using tree-based algorithms. J. Mach. Learn. Res. 15, 3221-3245 (2014).
-
(2014)
J. Mach. Learn. Res
, vol.15
, pp. 3221-3245
-
-
Van Der Maaten, L.1
-
23
-
-
84900529199
-
Reconstructing lineage hierarchies of the distal lung epithelium using single-cell RNA-seq
-
Treutlein, B. et al. Reconstructing lineage hierarchies of the distal lung epithelium using single-cell RNA-seq. Nature 509, 371-375 (2014).
-
(2014)
Nature
, vol.509
, pp. 371-375
-
-
Treutlein, B.1
-
24
-
-
84859885816
-
Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks
-
Trapnell, C. et al. Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks. Nat. Protoc. 7, 562-578 (2012).
-
(2012)
Nat. Protoc
, vol.7
, pp. 562-578
-
-
Trapnell, C.1
-
25
-
-
79955570576
-
Discovering biological progression underlying microarray samples
-
Qiu, P., Gentles, A.J. & Plevritis, S.K. Discovering biological progression underlying microarray samples. PLoS Comput. Biol. 7, e1001123 (2011).
-
(2011)
PLoS Comput. Biol
, vol.7
, pp. e1001123
-
-
Qiu, P.1
Gentles, A.J.2
Plevritis, S.K.3
-
26
-
-
84874666550
-
Critical assessment of automated flow cytometry data analysis techniques
-
Aghaeepour, N. et al. Critical assessment of automated flow cytometry data analysis techniques. Nat. Methods 10, 228-238 (2013).
-
(2013)
Nat. Methods
, vol.10
, pp. 228-238
-
-
Aghaeepour, N.1
-
27
-
-
84932198501
-
FlowSOM: Using self-organizing maps for visualization and interpretation of cytometry data
-
Van Gassen, S. et al. FlowSOM: using self-organizing maps for visualization and interpretation of cytometry data. Cytometry Part A 87A, 636-645 (2015).
-
(2015)
Cytometry Part A
, vol.87
, pp. 636-645
-
-
Van Gassen, S.1
-
28
-
-
84923675253
-
Hierarchical clustering in minimum spanning trees
-
Yu, M. et al. Hierarchical clustering in minimum spanning trees. Chaos 25, 023107 (2015).
-
(2015)
Chaos
, vol.25
, pp. 023107
-
-
Yu, M.1
-
30
-
-
84869862991
-
TreeVis: A MATLAB-based tool for tree visualization
-
Qiu, P. & Plevritis, S.K. TreeVis: A MATLAB-based tool for tree visualization. Comput. Methods Programs Biomed. 109, 74-76 (2013).
-
(2013)
Comput. Methods Programs Biomed
, vol.109
, pp. 74-76
-
-
Qiu, P.1
Plevritis, S.K.2
-
31
-
-
0024640140
-
An algorithm for drawing general undirected graphs
-
Kamada, T. & Kawai, S. An algorithm for drawing general undirected graphs. Inform. Process. Lett. 31, 7-15 (1989).
-
(1989)
Inform. Process. Lett
, vol.31
, pp. 7-15
-
-
Kamada, T.1
Kawai, S.2
|