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    Article

    Exome sequence analysis identifies rare coding variants associated with a machine learning-based marker for coronary artery disease

    Coronary artery disease (CAD) exists on a spectrum of disease represented by a combination of risk factors and pathogenic processes. An in silico score for CAD built using machine learning and clinical data in...

    Ben Omega Petrazzini, Iain S. Forrest, Ghislain Rocheleau, Ha My T. Vy in Nature Genetics (2024)

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    Article

    Development of a human genetics-guided priority score for 19,365 genes and 399 drug indications

    Studies have shown that drug targets with human genetic support are more likely to succeed in clinical trials. Hence, a tool integrating genetic evidence to prioritize drug target genes is beneficial for drug ...

    Áine Duffy, Ben Omega Petrazzini, David Stein, Joshua K. Park in Nature Genetics (2024)

  3. Article

    Open Access

    Evaluation of different approaches for missing data imputation on features associated to genomic data

    Missing data is a common issue in different fields, such as electronics, image processing, medical records and genomics. They can limit or even bias the posterior analysis. The data collection process can lead...

    Ben Omega Petrazzini, Hugo Naya, Fernando Lopez-Bello, Gustavo Vazquez in BioData Mining (2021)