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Reconstruction of Gene Regulatory Networks based on Repairing Sparse Low-rank Matrices

bioRxiv

Dec 11, 2014

Young Hwan ChangClaire J. Tomlin

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Abstract

With the growth of high-throughput proteomic data, in particular time series gene expression data from various perturbations, a general question that has arisen is how to organize inherently heterogenous data into meaningful structures. Since biological systems such as breast cancer tum...read more

Mentioned in this Paper

Gene Expression
High Throughput Screening
Malignant Neoplasm of Breast
Breast Carcinoma
Structure
Reconstructive Surgical Procedures
Inference
Neoplasms
Vision
Proteomics
5
5
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  • Reconstruction of Gene Regulatory Networks based on Repairing Sparse Low-rank Matrices

    bioRxiv

    Dec 11, 2014

    Young Hwan ChangClaire J. Tomlin

    PMID: 990012534

    DOI: 10.1101/012534

    Abstract

    With the growth of high-throughput proteomic data, in particular time series gene expression data from various perturbations, a general question that has arisen is how to organize inherently heterogenous data into meaningful structures. Since biological systems such as breast cancer tum...read more

    Mentioned in this Paper

    Gene Expression
    High Throughput Screening
    Malignant Neoplasm of Breast
    Breast Carcinoma
    Structure
    5
    5

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