Experimenting Liver Fibrosis Diagnostic by Two Photon Excitation Microscopy and Bag-of-Features Image Classification

The accurate staging of liver fibrosis is of paramount importance to determine the state of disease progression, therapy responses, and to optimize disease treatment strategies. Non-linear optical microscopy techniques such as two-photon excitation fluorescence (TPEF) and second harmonic generation...

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Bibliographic Details
Main Authors: Stanciu, Stefan G., Xu, Shuoyu, Peng, Qiwen, Yan, Jie, Stanciu, George A., Welsch, Roy E., So, Peter T. C., Csucs, Gabor, Yu, Hanry
Other Authors: Massachusetts Institute of Technology. Department of Biological Engineering
Format: Article
Language:en_US
Published: Nature Publishing Group 2014
Online Access:http://hdl.handle.net/1721.1/88228
https://orcid.org/0000-0002-0339-3685
https://orcid.org/0000-0002-9038-1622
https://orcid.org/0000-0003-4698-6488