Network Data Analysis


iENA: individual-specific Edge-Network Analysis (iENA) with dynamical network biomarker (DNB) can be used to identify the pre-transition state of each individual in a single-sample manner. In particular, iENA can identify individual-specific biomarkers for the disease prediction, in addition to the traditional disease diagnosis.

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SSN: Sample-Specific Network (SSN) method, is a statistical method to construct individual-specific networks based on molecular expressions of a single sample. This method can characterize various human diseases at a network level. In particular, such SSNs can lead to the identification of individual-specific disease modules as well as driver genes, even without gene sequencing information.

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