Data processing: measuring – calibrating – or testing – Measurement system in a specific environment – Biological or biochemical
Reexamination Certificate
2011-08-30
2011-08-30
Clow, Lori A (Department: 1631)
Data processing: measuring, calibrating, or testing
Measurement system in a specific environment
Biological or biochemical
C436S173000, C250S281000, C703S002000
Reexamination Certificate
active
08010296
ABSTRACT:
The present invention provides a device and method for removing non-discriminatory indices of an indexed dataset using ensemble statistics analysis. The device may include a data removal module (320) for removing non-discriminatory indices. For example, the data removal module (320) may comprise a common characteristic removal module and/or a noise removal module. In addition, the data analyzer (300) may comprise a normalization means (310) for normalizing the indexed data. The method of the present invention comprises the steps of identifying and removing portions of the set of data having insufficient discriminatory power based on ensemble statistics of the set of indexed data. For example, the method may include the steps of identifying and removing common characteristics and/or noise portions of the set of indexed data. In addition, the method may comprise the step of normalizing the indexed data either prior to or after the step of removing portions of the set of data.
REFERENCES:
patent: 5794185 (1998-08-01), Bergstrom et al.
patent: 6064770 (2000-05-01), Scarth et al.
patent: 7027933 (2006-04-01), Paulse et al.
Loo, Lit-Hsin et al., “Common Characteristics and Noise Filtering and Its Application in a Proteomic Pattern Recognition System for Cancer Detection,” Proceedings of the 25th Annual International Conference of the IEEE EMBS, Sep. 17-21, 2003, pp. 2897-2900.
Petricoin III, Emanual F. et al., “Use of Proteomic Patterns in Serum to Identify Ovarian Cancer,” The Lancet, 2002, pp. 572-575, vol. 359.
Petricoin III, Emanuel F. et al., “Serum Proteomic Patterns for Detection of Prostate Cancer,” Journal of the National Cancer Institute, 2002, pp. 1576-1578, vol. 94, No. 20.
Loo, Lit-Hsin et al., “New Filter-Based Feature Selection Criteria for Identifying Differentially Expressed Genes,” Proceedings of the Fourth International Conference on Machine Learning and Applications, IEEE, 2005, pp. 1-10.
Adam, Bao-Ling et al., “Serum Protein Fingerprinting Coupled with a Pattern-Matching Algorithm Distinguishes Prostate Cancer from Benign Prostate Hyperplasia and Healthy Men,” Cancer Research, 2002, pp. 3609-3614, vol. 62.
Li, Jinong et al., “Proteomics and Bioinformatics Approaches for Identification of Serum Biomarkers to Detect Breast Cancer,” Clinical Chemistry, 2002, pp. 1296-1304, vol. 48, No. 8.
Hrebien Leonid
Kam Moshe
Loo Lit-Hsin
Clow Lori A
Drexel University
Knoble & Yoshida & Dunleavy LLC
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