title: Learning from our mistakes: the future of validating complex diagnostics.
authors.affiliation: Assistant Professor of Pathology and Laboratory Medicine, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; srmaster@mail.med.upenn.edu viktor.ms@oii.ox.ac.uk.
authors.forename: Stephen R
authors.initials: SR
authors.lastname: Master
authors.affiliation: Professor of Internet Governance and Regulation, Oxford Internet Institute, Oxford University, Oxford, UK. srmaster@mail.med.upenn.edu viktor.ms@oii.ox.ac.uk.
authors.forename: Viktor
authors.initials: V
authors.lastname: Mayer-Schönberger
mesh_terms: D000465:Algorithms; D019295:Computational Biology / Q000379:methods*; D057225:Data Mining / Q000379:methods; D006801:Humans; D007251:Influenza, Human / Q000175:diagnosis*; D020407:Internet; D057386:Search Engine / Q000379:methods*; D054928:Validation Studies as Topic