METHOD AND SYSTEM WEIGHTED INDIVIDUALIZED NETWORK EXTRACTION OF MOLECULAR FEATURES OF CELLS

    公开(公告)号:WO2021142538A1

    公开(公告)日:2021-07-22

    申请号:PCT/CA2021/050027

    申请日:2021-01-13

    Abstract: There is provided systems and methods of weighted individualized network extraction of molecular features associated with cells. The method including: receiving the cellular dataset; determining a correlation between each pair of molecular features in the cellular dataset using a correlation metric represented as edges in a population network; removing edges in the population network that fall below a predetermined confidence cut-off associated with a null distribution; ranking samples based on their values for each one of the features in each feature pair; defining a paired rank-score for each ranked sample; removing edges in the population network between samples that have a respective paired rank-score below the predetermined confidence cut-off associated with the null distribution; and outputting the population network representing a weighted individualized network.

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