Cytofast: A workflow for visual and quantitative analysis of flow and mass cytometry data to discover immune signatures and correlations
暂无分享,去创建一个
T. Höllt | K. Stam | F. Ossendorp | R. Arens | G. Beyrend
[1] N. Tchitchek,et al. Prime and Boost Vaccination Elicit a Distinct Innate Myeloid Cell Immune Response , 2018, Scientific Reports.
[2] E. Eisemann,et al. Visual analysis of mass cytometry data by hierarchical stochastic neighbour embedding reveals rare cell types , 2017, Nature Communications.
[3] Sean C. Bendall,et al. Systemic Immunity Is Required for Effective Cancer Immunotherapy , 2017, Cell.
[4] Garry P Nolan,et al. Visualization and cellular hierarchy inference of single-cell data using SPADE , 2016, Nature Protocols.
[5] Elmar Eisemann,et al. Hierarchical Stochastic Neighbor Embedding , 2016, Comput. Graph. Forum.
[6] Elmar Eisemann,et al. Cytosplore: Interactive Immune Cell Phenotyping for Large Single‐Cell Datasets , 2016, Comput. Graph. Forum.
[7] G. Nolan,et al. Automated Mapping of Phenotype Space with Single-Cell Data , 2016, Nature Methods.
[8] Fabian J. Theis,et al. Diffusion maps for high-dimensional single-cell analysis of differentiation data , 2015, Bioinform..
[9] Sean C. Bendall,et al. An interactive reference framework for modeling a dynamic immune system , 2015, Science.
[10] Sean C. Bendall,et al. Data-Driven Phenotypic Dissection of AML Reveals Progenitor-like Cells that Correlate with Prognosis , 2015, Cell.
[11] Piet Demeester,et al. FlowSOM: Using self‐organizing maps for visualization and interpretation of cytometry data , 2015, Cytometry. Part A : the journal of the International Society for Analytical Cytology.
[12] Eli R. Zunder,et al. A continuous molecular roadmap to iPSC reprogramming through progression analysis of single-cell mass cytometry. , 2015, Cell stem cell.
[13] R. Tibshirani,et al. Automated identification of stratifying signatures in cellular subpopulations , 2014, Proceedings of the National Academy of Sciences.
[14] G. Plitas,et al. Transient regulatory T cell ablation deters oncogene-driven breast cancer and enhances radiotherapy , 2013, The Journal of experimental medicine.
[15] Greg Finak,et al. Critical assessment of automated flow cytometry data analysis techniques , 2013, Nature Methods.
[16] Josef Spidlen,et al. FlowRepository: A resource of annotated flow cytometry datasets associated with peer‐reviewed publications , 2012, Cytometry. Part A : the journal of the International Society for Analytical Cytology.
[17] Geoffrey E. Hinton,et al. Visualizing Data using t-SNE , 2008 .
[18] H. Hotelling. Analysis of a complex of statistical variables into principal components. , 1933 .