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q-bio.MN2021
A network-based analysis of disease modules from a taxonomic perspective
Giorgio Grani, Lorenzo Madeddu, Paola Velardi
Objective: Human-curated disease ontologies are widely used for diagnostic evaluation, treatment and data comparisons over time, and clinical decision support. The classification p…
q-bio.MN2019★ 5 cited
Network-based methods for disease-gene prediction
Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
We predict disease-genes relations on the Human Interactome network using a methodology that jointly learns functional and connectivity patterns surrounding proteins. Contrary to o…