Factoring and Clustering High Content Data

[1]  Lani F. Wu,et al.  Characterizing heterogeneous cellular responses to perturbations , 2008, Proceedings of the National Academy of Sciences.

[2]  Lani F. Wu,et al.  Multidimensional Drug Profiling By Automated Microscopy , 2004, Science.

[3]  D. Botstein,et al.  Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[4]  T. Kohonen.  Adaptive, associative, and self-organizing functions in neural computing. , 1987, Applied optics.

[5]  A. Hill,et al.  Image-Based Assessment of Growth and Signaling Changes in Cancer Cells Mediated by Direct Cell-Cell Contact , 2009, PloS one.

[6]  Robert Tibshirani,et al.  Estimating the number of clusters in a data set via the gap statistic , 2000 .

[7]  Hans-Peter Kriegel,et al.  A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise , 1996, KDD.

[8]  J. Mesirov,et al.  Interpreting patterns of gene expression with self-organizing maps: methods and application to hematopoietic differentiation. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[9]  I. Vorobjev,et al.  Imaging Flow Cytometry , 2012, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[10]  B. Li,et al.  Expression profiling reveals off-target gene regulation by RNAi , 2003, Nature Biotechnology.