Biomarker discovery studies for patient stratification using machine learning analysis of omics data: a scoping review by Rita Banzi, Jacques Demotes, Paula Garcia, Enrico Glaab, Armin Rauschenberger, Chiara Gerardi

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The Microbiome in Connective Tissue Diseases and Vasculitides: An Updated Narrative Review by Rossella Talotta, Fabiola Atzeni, Maria Chiara Ditto, Maria Chiara Gerardi, Piercarlo Sarzi-Puttini

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The PERMIT guidelines for designing and implementing all stages of personalised medicine research by Paula Garcia, Rita Banzi, Vibeke Fosse, Chiara Gerardi, Enrico Glaab, Josep Maria Haro, Emanuela Oldoni, Raphaël Porcher, Judit Subirana-Mirete, Cecilia Superchi, Jacques Demotes

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