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
Format: Online
Language:English
Published: Nature Publishing Group 2014
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3982167/