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2005 IEEE Computational Systems Bioinformatics Conference - Workshops (CSBW'05)
Image Data Mining of Fruitfly Gene Expression Patterns
Stanford, California
August 08-August 11
ISBN: 0-7695-2442-7
ASCII Text
x 
 
Hanchuan Peng, "Image Data Mining of Fruitfly Gene Expression Patterns," 2005 IEEE Computational Systems Bioinformatics Conference - Workshops, pp. 352, 2005 IEEE Computational Systems Bioinformatics Conference - Workshops (CSBW'05), 2005.
 
 
BibTex
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@article{ 10.1109/CSBW.2005.74,
author = {Hanchuan Peng},
title = {Image Data Mining of Fruitfly Gene Expression Patterns},
journal ={2005 IEEE Computational Systems Bioinformatics Conference - Workshops},
volume = {0},
year = {2005},
isbn = {0-7695-2442-7},
pages = {352},
doi = {http://doi.ieeecomputersociety.org/10.1109/CSBW.2005.74},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - 2005 IEEE Computational Systems Bioinformatics Conference - Workshops
TI - Image Data Mining of Fruitfly Gene Expression Patterns
SN - 0-7695-2442-7
SP
EP
A1 - Hanchuan Peng,
PY - 2005
KW - null
VL - 0
JA - 2005 IEEE Computational Systems Bioinformatics Conference - Workshops
ER -
 
Hanchuan Peng, University of California at Berkeley

pattern images. In this talk, I will review four projects on image mining of fruitfly embryo gene expression patterns. (a) Gaussian mixture model based embryonic expression pattern extraction and comparison, (b) Gene expression pattern clustering using novel MSTCUT and probabilistic ensemble clustering techniques, (c) Surface/volume models for 3D modeling and registration of early embryos, and (d) A manifold learning method for spatio-temporal registration of 3D gene expression patterns and reconstruction of the embryonic developmental time series. For more information, see http://hpeng.net/. (This talk is based on several pieces of joint work with Gene Myers, Michael Eisen, Mark Biggin, David Knowles, and other BDTNP members.)

Citation:
Hanchuan Peng, "Image Data Mining of Fruitfly Gene Expression Patterns," csbw, pp.352, 2005 IEEE Computational Systems Bioinformatics Conference - Workshops (CSBW'05), 2005
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