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Experimenting liver fibrosis diagnostic by two photon excitation microscopy and Bag-of-Features image classification.
Stanciu, Stefan G; Xu, Shuoyu; Peng, Qiwen; Yan, Jie; Stanciu, George A; Welsch, Roy E; So, Peter T C; Csucs, Gabor; Yu, Hanry.
Affiliation
  • Stanciu SG; 1] Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Romania [2] Light Microscopy and Screening Center, ETH Zurich, Switzerland.
  • Xu S; 1] Computation and System Biology Program, Singapore MIT Alliance, Singapore, Singapore [2] Biosystems and Micromechanics IRG, Singapore MIT Alliance for Research and Technology, Singapore, Singapore [3] Institute of Bioengineering and Nanotechnology, Singapore, Singapore.
  • Peng Q; 1] Computation and System Biology Program, Singapore MIT Alliance, Singapore, Singapore [2] Institute of Bioengineering and Nanotechnology, Singapore, Singapore.
  • Yan J; 1] Biosystems and Micromechanics IRG, Singapore MIT Alliance for Research and Technology, Singapore, Singapore [2] Institute of Bioengineering and Nanotechnology, Singapore, Singapore.
  • Stanciu GA; Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Romania.
  • Welsch RE; 1] Computation and System Biology Program, Singapore MIT Alliance, Singapore, Singapore [2] Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA.
  • So PT; 1] Computation and System Biology Program, Singapore MIT Alliance, Singapore, Singapore [2] Biosystems and Micromechanics IRG, Singapore MIT Alliance for Research and Technology, Singapore, Singapore [3] Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
  • Csucs G; Light Microscopy and Screening Center, ETH Zurich, Switzerland.
  • Yu H; 1] Computation and System Biology Program, Singapore MIT Alliance, Singapore, Singapore [2] Biosystems and Micromechanics IRG, Singapore MIT Alliance for Research and Technology, Singapore, Singapore [3] Institute of Bioengineering and Nanotechnology, Singapore, Singapore [4] Department of Biologica
Sci Rep ; 4: 4636, 2014 Apr 10.
Article in En | MEDLINE | ID: mdl-24717650
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Microscopy, Fluorescence, Multiphoton / Liver Cirrhosis Type of study: Diagnostic_studies / Prognostic_studies Limits: Animals Language: En Journal: Sci Rep Year: 2014 Type: Article Affiliation country: Switzerland
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Microscopy, Fluorescence, Multiphoton / Liver Cirrhosis Type of study: Diagnostic_studies / Prognostic_studies Limits: Animals Language: En Journal: Sci Rep Year: 2014 Type: Article Affiliation country: Switzerland