An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling
暂无分享,去创建一个
Xiaobo Zhou | Stephen T. C. Wong | Shih-Fu Chang | Jun Wang | Fuhai Li | Norbert Perrimon | Pamela Bradley | Xiaobo Zhou | Fuhai Li | P. Bradley | Norbert Perrimon | Shih-Fu Chang | Stephen T. C. Wong | Jun Wang
[1] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[2] K. Schittkowski,et al. NONLINEAR PROGRAMMING , 2022 .
[3] Stephen T. C. Wong,et al. Cellular Phenotype Recognition for High-Content RNAi Genome-Wide Screening , 2007 .
[4] I. Daubechies,et al. Biorthogonal bases of compactly supported wavelets , 1992 .
[5] Robert F. Murphy,et al. A neural network classifier capable of recognizing the patterns of all major subcellular structures in fluorescence microscope images of HeLa cells , 2001, Bioinform..
[6] Robert M. Haralick,et al. Textural Features for Image Classification , 1973, IEEE Trans. Syst. Man Cybern..
[7] Wilson S. Geisler,et al. Multichannel Texture Analysis Using Localized Spatial Filters , 1990, IEEE Trans. Pattern Anal. Mach. Intell..
[8] I. Daubechies. Orthonormal bases of compactly supported wavelets , 1988 .
[9] M. Teague. Image analysis via the general theory of moments , 1980 .
[10] Shigeo Abe DrEng. Pattern Classification , 2001, Springer London.
[11] David G. Stork,et al. Pattern Classification (2nd ed.) , 1999 .
[12] Denis I. Crane,et al. Extraction of fluorescent cell puncta by adaptive fuzzy segmentation , 2004, Bioinform..
[13] Stephen T. C. Wong,et al. Cellular Phenotype Recognition for High-Content RNA Interference Genome-Wide Screening , 2008, Journal of biomolecular screening.
[14] D. Yamazaki,et al. Regulation of cancer cell motility through actin reorganization , 2005, Cancer science.
[15] T. W. Ridler,et al. Picture thresholding using an iterative selection method. , 1978 .
[16] Huan Liu,et al. Feature Selection for Classification , 1997, Intell. Data Anal..
[17] David G. Stork,et al. Pattern Classification , 1973 .
[18] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[19] Jeff A. Bilmes,et al. A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models , 1998 .
[20] Xiaobo Zhou,et al. Informatics challenges of high-throughput microscopy , 2006, IEEE Signal Processing Magazine.
[21] B. S. Manjunath,et al. Texture Features for Browsing and Retrieval of Image Data , 1996, IEEE Trans. Pattern Anal. Mach. Intell..
[22] Anne E Carpenter,et al. CellProfiler: image analysis software for identifying and quantifying cell phenotypes , 2006, Genome Biology.
[23] Nicholas Ayache,et al. Medical Image Analysis: Progress over Two Decades and the Challenges Ahead , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[24] John G. Daugman,et al. Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression , 1988, IEEE Trans. Acoust. Speech Signal Process..
[25] J. Settleman. Rac 'n Rho: the music that shapes a developing embryo. , 2001, Developmental cell.
[26] Lani F. Wu,et al. Multidimensional Drug Profiling By Automated Microscopy , 2004, Science.
[27] von F. Zernike. Beugungstheorie des schneidenver-fahrens und seiner verbesserten form, der phasenkontrastmethode , 1934 .
[28] A. Hall,et al. Rho GTPases and their effector proteins. , 2000, The Biochemical journal.
[29] Xiaobo Zhou,et al. Towards Automated Cellular Image Segmentation for RNAi Genome-Wide Screening , 2005, MICCAI.
[30] A. Coulson,et al. A functional genomic analysis of cell morphology using RNA interference , 2003, Journal of biology.
[31] Stephen T. C. Wong,et al. An automated feedback system with the hybrid model of scoring and classification for solving over‐segmentation problems in RNAi high content screening , 2007, Journal of microscopy.
[32] N. Perrimon,et al. High-throughput RNAi screening in cultured cells: a user's guide , 2006, Nature Reviews Genetics.
[33] Krister Wennerberg,et al. Rho and Rac Take Center Stage , 2004, Cell.
[34] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[35] T. Mitchison,et al. Phenotypic screening of small molecule libraries by high throughput cell imaging. , 2003, Combinatorial chemistry & high throughput screening.
[36] M.,et al. Statistical and Structural Approaches to Texture , 2022 .
[37] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[38] Christopher J. C. Burges,et al. A Tutorial on Support Vector Machines for Pattern Recognition , 1998, Data Mining and Knowledge Discovery.
[39] Guanglei Xiong,et al. Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Deformable Models , 2006, IEEE Transactions on Circuits and Systems I: Regular Papers.
[40] Dimitri P. Bertsekas,et al. Nonlinear Programming , 1997 .