Barry Ryan

The paper integrates multi-omics data from pediatric sepsis patients to identify a reproducible inflammatory host-response axis associated with disease severity.

MOGDx integrates multi-omic data using a graph convolutional network to classify heterogeneous diseases, achieving state-of-the-art performance and identifying relevant genomic markers.

The paper evaluates normalization methods for DNA methylation data to improve BMI prediction across cohorts when projecting new data onto a reference panel.