A review of the 2025 CMAC publication: the experience of the Yamalo-Nenets Autonomous Okrug in implementing a regional system for automated validation of microbiology reports, continuous AMR surveillance, and real-time analytics.
Review of a CMAC (2025) publication: implementation of an integrated digital loop (LIS–ABioGram–HIS), automated antibiogram validation, continuous AMR surveillance, and the impact of expert comments on clinical decision-making.
A review from CMAC (2025) compares WHO GLASS, CLSI M39, ESCMID, AMRcloud guidance and Russian MR 3.1.0346-24–highlighting key contradictions that matter for local antibiograms, data quality, and stewardship decisions.
How susceptibility testing accuracy, prescribing errors, and AMR diagnostics translate into measurable economic losses–and why even a 10% error rate can cost millions of rubles.