Experimenting Liver Fibrosis Diagnostic by Two Photon Excitation Microscopy and Bag-of-Features Image Classification
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Roy E. Welsch | Hanry Yu | Peter T. C. So | Shuoyu Xu | Stefan G. Stanciu | Qiwen Peng | George A. Stanciu | Gabor Csucs | R. Welsch | P. So | S. Stanciu | G. Csucs | Hanry Yu | Shuoyu Xu | Qiwen Peng | Jie Yan | G. Stanciu | Jie Yan
[1] S. Xie,et al. Label-Free Detection of Breast Masses Using Multiphoton Microscopy , 2013, PloS one.
[2] Dinu Coltuc,et al. Automated compensation of light attenuation in confocal microscopy by exact histogram specification , 2010, Microscopy research and technique.
[3] Shuangmu Zhuo,et al. Establishing diagnostic features for identifying the mucosa and submucosa of normal and cancerous gastric tissues by multiphoton microscopy. , 2011, Gastrointestinal endoscopy.
[4] Fabio A. González,et al. Histopathology Image Classification Using Bag of Features and Kernel Functions , 2009, AIME.
[5] Ioannis Pratikakis,et al. Bag of spatio-visual words for context inference in scene classification , 2013, Pattern Recognit..
[6] Cordelia Schmid,et al. Scale & Affine Invariant Interest Point Detectors , 2004, International Journal of Computer Vision.
[7] Pietro Perona,et al. A Bayesian hierarchical model for learning natural scene categories , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[8] Shuangmu Zhuo,et al. Preclinical study of using multiphoton microscopy to diagnose liver cancer and differentiate benign and malignant liver lesions. , 2012, Journal of biomedical optics.
[9] B R Masters,et al. Two-photon excitation fluorescence microscopy. , 2000, Annual review of biomedical engineering.
[10] G LoweDavid,et al. Distinctive Image Features from Scale-Invariant Keypoints , 2004 .
[11] A Diaspro,et al. Two-photon excitation of fluorescence for three-dimensional optical imaging of biological structures. , 2000, Journal of photochemistry and photobiology. B, Biology.
[12] Tolga Can,et al. Detection and tracking of sea-surface targets in infrared and visual band videos using the bag-of-features technique with scale-invariant feature transform. , 2011, Applied optics.
[13] Sei-ichiro Kamata,et al. Hilbert Scan Based Bag-of-Features for Image Retrieval , 2011, IEICE Trans. Inf. Syst..
[14] Fei Yang,et al. Visual tracking via bag of features , 2012 .
[15] Gabriela Csurka,et al. Visual categorization with bags of keypoints , 2002, eccv 2004.
[16] Ina Pavlova,et al. In vivo imaging of unstained tissues using a compact and flexible multiphoton microendoscope. , 2012, Journal of biomedical optics.
[17] Christophe Odin,et al. Fibrillar collagen scoring by second harmonic microscopy: a new tool in the assessment of liver fibrosis. , 2010, Journal of hepatology.
[18] Nicholas Ayache,et al. A smart atlas for endomicroscopy using automated video retrieval , 2011, Medical Image Anal..
[19] Andrea Vedaldi,et al. Vlfeat: an open and portable library of computer vision algorithms , 2010, ACM Multimedia.
[20] Paul Campagnola,et al. Second harmonic generation imaging microscopy: applications to diseases diagnostics. , 2011, Analytical chemistry.
[21] K. Fujita. [Two-photon laser scanning fluorescence microscopy]. , 2007, Tanpakushitsu kakusan koso. Protein, nucleic acid, enzyme.
[22] Gertjan J. Burghouts,et al. Performance evaluation of local colour invariants , 2009, Comput. Vis. Image Underst..
[23] David Dagan Feng,et al. Content-Based Image Retrieval in P2P Networks with Bag-of-Features , 2012, 2012 IEEE International Conference on Multimedia and Expo Workshops.
[24] Mosalam Ebrahimi,et al. SUSurE: Speeded Up Surround Extrema feature detector and descriptor for realtime applications , 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.
[25] Bruce A. Draper,et al. Introduction to the Bag of Features Paradigm for Image Classification and Retrieval , 2011, ArXiv.
[26] G. Zouridakis,et al. Malignant melanoma detection by Bag-of-Features classification , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[27] Kurt Konolige,et al. CenSurE: Center Surround Extremas for Realtime Feature Detection and Matching , 2008, ECCV.
[28] Frédéric Jurie,et al. Sampling Strategies for Bag-of-Features Image Classification , 2006, ECCV.
[29] Luc Van Gool,et al. Speeded-Up Robust Features (SURF) , 2008, Comput. Vis. Image Underst..
[30] Qianjin Feng,et al. Content-Based Retrieval of Focal Liver Lesions Using Bag-of-Visual-Words Representations of Single- and Multiphase Contrast-Enhanced CT Images , 2012, Journal of Digital Imaging.
[31] Thomas Brox,et al. Fast Rotation Invariant 3D Feature Computation Utilizing Efficient Local Neighborhood Operators , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[32] Zhe L. Lin,et al. A Local Bag-of-Features Model for Large-Scale Object Retrieval , 2010, ECCV.
[33] Hanry Yu,et al. Toward surface quantification of liver fibrosis progression. , 2010, Journal of biomedical optics.
[34] M. Inaba. Application of weighted Voronoi diagrams and randomization to variance-based k-clustering , 1994, SoCG 1994.
[35] Radu Hristu,et al. Influence of confocal scanning laser microscopy specific acquisition parameters on the detection and matching of speeded-up robust features. , 2011, Ultramicroscopy.
[36] Radu Hristu,et al. On the suitability of SIFT technique to deal with image modifications specific to confocal scanning laser microscopy. , 2010, Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada.
[37] Ina Pavlova,et al. Compact and flexible raster scanning multiphoton endoscope capable of imaging unstained tissue , 2011, Proceedings of the National Academy of Sciences.
[38] W. Denk,et al. Two-photon laser scanning fluorescence microscopy. , 1990, Science.
[39] Hans Burkhardt,et al. A Bag of Features Approach for 3D Shape Retrieval , 2009, ISVC.
[40] Gertjan J. Burghouts,et al. Material-specific adaptation of color invariant features , 2009, Pattern Recognit. Lett..
[41] Pierre Bedossa,et al. Harmony in liver fibrosis... , 2010, Journal of hepatology.
[42] Cordelia Schmid,et al. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[43] อนิรุธ สืบสิงห์,et al. Data Mining Practical Machine Learning Tools and Techniques , 2014 .
[44] Chen-Yuan Dong,et al. Optical biopsy of liver fibrosis by use of multiphoton microscopy. , 2004, Optics letters.
[45] R. Sukthankar,et al. PCA-SIFT: a more distinctive representation for local image descriptors , 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..
[46] Ioannis Pratikakis,et al. 3D object retrieval via range image queries in a bag-of-visual-words context , 2013, The Visual Computer.
[47] Mark Goadrich,et al. The relationship between Precision-Recall and ROC curves , 2006, ICML.
[48] Kazufumi Kaneda,et al. Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features , 2016, ArXiv.
[49] Shigeo Abe DrEng. Pattern Classification , 2001, Springer London.
[50] David G. Stork,et al. Pattern Classification , 1973 .
[51] Massimo Pinzani,et al. Technology Insight: noninvasive assessment of liver fibrosis by biochemical scores and elastography , 2008, Nature Clinical Practice Gastroenterology &Hepatology.
[52] Cordelia Schmid,et al. A performance evaluation of local descriptors , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[53] Barbara Caputo,et al. Cue Integration for Medical Image Annotation , 2007, CLEF.
[54] X. Forns,et al. Noninvasive assessment of liver fibrosis , 2011, Hepatology.
[55] J. MacQueen. Some methods for classification and analysis of multivariate observations , 1967 .
[56] Kartikeya Murari,et al. A compact fiber-optic SHG scanning endomicroscope and its application to visualize cervical remodeling during pregnancy , 2012, Proceedings of the National Academy of Sciences.
[57] Fabrice Carrat,et al. Liver biopsy: the best, not the gold standard. , 2009, Journal of hepatology.
[58] Afzal Godil,et al. Non-rigid 3D shape retrieval using Multidimensional Scaling and Bag-of-Features , 2010, 2010 IEEE International Conference on Image Processing.
[59] Chris Xu,et al. Special Section Guest Editorial: Multiphoton Microscopy: Technical Innovations, Biological Applications, and Clinical Diagnostics , 2013, Journal of biomedical optics.
[60] D. Jeulin,et al. Imaging and 3D morphological analysis of collagen fibrils , 2012, Journal of microscopy.
[61] Zhen Li,et al. An efficient approach for scene categorization based on discriminative codebook learning in bag-of-words framework , 2013, Image Vis. Comput..
[62] Mary Inaba,et al. Applications of weighted Voronoi diagrams and randomization to variance-based k-clustering: (extended abstract) , 1994, SCG '94.
[63] Chen-Yuan Dong,et al. Second harmonic generation microscopy: principles and applications to disease diagnosis , 2011 .
[64] Fabio A. González,et al. Visual pattern mining in histology image collections using bag of features , 2011, Artif. Intell. Medicine.
[65] Xingde Li,et al. Scanning fiber-optic nonlinear endomicroscopy with miniature aspherical compound lens and multimode fiber collector. , 2009, Optics letters.
[66] Mohammad Reza Zare,et al. Automatic classification of medical X-ray images using a bag of visual words , 2013, IET Comput. Vis..
[67] Frédéric Jurie,et al. Creating efficient codebooks for visual recognition , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[68] Cordelia Schmid,et al. A Comparison of Affine Region Detectors , 2005, International Journal of Computer Vision.
[69] Hanry Yu,et al. Fibro-C-Index: comprehensive, morphology-based quantification of liver fibrosis using second harmonic generation and two-photon microscopy. , 2009, Journal of biomedical optics.
[70] D. Brenner,et al. Erratum: Liver fibrosis (Journal of Clinical Investigation (2005) 115 (209-218) DOI:10.1172/JCI200524282) , 2005 .
[71] S. Friedman,et al. Liver fibrosis -- from bench to bedside. , 2003, Journal of hepatology.
[72] W. Webb,et al. Multiphoton microscopy and microspectroscopy for diagnostics of inflammatory and neoplastic lung. , 2012, Journal of biomedical optics.