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Reproducibility Of Parameter Learning With Missing Observations in Naive Wnt Bayesian Network Trained on Normal/Adenomas Samples and Doxycycline Treated LS174T Cell Lines

bioRxiv

Jan 22, 2015

Shriprakash Sinha

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Abstract

Recent efforts in predicting Wnt signaling activation via inference methods have helped in developing diagnostic models for therapeutic drug targeting. In this manuscript the reproducibility of parameter learning with missing observations in a Bayesian Network and its effect on predicti...read more

Mentioned in this Paper

Gene Expression
Doxycycline
Anatomic Node
Neural Network Simulation
Wnt Signaling Pathway
Catenins
Administration of Antineoplastic Agent
Extracellular
Research Study
Structure
3
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  • Reproducibility Of Parameter Learning With Missing Observations in Naive Wnt Bayesian Network Trained on Normal/Adenomas Samples and Doxycycline Treated LS174T Cell Lines

    bioRxiv

    Jan 22, 2015

    Shriprakash Sinha

    PMID: 990014076

    DOI: 10.1101/014076

    Abstract

    Recent efforts in predicting Wnt signaling activation via inference methods have helped in developing diagnostic models for therapeutic drug targeting. In this manuscript the reproducibility of parameter learning with missing observations in a Bayesian Network and its effect on predicti...read more

    Mentioned in this Paper

    Gene Expression
    Doxycycline
    Anatomic Node
    Neural Network Simulation
    Wnt Signaling Pathway
    3

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