Stochastic Outbreak Learning and Variance-Aware Regression (SOLVAR) is an adaptive ensemble of ML and endemic-epidemic experts for probabilistic, MDRO-specific outbreak early warning, designed for infection control teams using hospital microbiology data.
machine-learning machine-learning-algorithms microbiology outbreak-detection outbreak infection-control outbreak-data-analysis outbreak-analysis mdro outbreak-surveillance infection-prevention endemic-epidemic
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Updated
Aug 1, 2026 - Python