A unified validation and analytics workflow for healthcare organizations across the region.
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.
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Report quality control and AMR surveillance operate within a single continuous data workflow.
Review of a Poliklinika journal article (2024): how the Botkin Hospital centralized bacteriology lab built an IT-enabled production flow (LIS + services), why export-based surveillance does not scale, and how the next-generation system – ABioGram – adds automated report validation and real-time AMR surveillance.
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During the pilot, review and discrepancy detection became 150–200 times faster.
Pilot results in the largest laboratory in Moscow (07 Nov–25 Nov 2025): API integration with the laboratory information system, automated interpretation of antimicrobial susceptibility results, 89,117 decision-support messages, and real-time AMR analytics.
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LIS–ABioGram–HIS integration and analytics based on validated data.
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.
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