antibiotic-stewardship

Bridging the gap between theory and bedside practice through open-access, physiologically-weighted, evidence based, decision support tools for anesthesia and intensive care.

AI powered clinical decision support system for antimicrobial resistance prediction, risk assessment, and antibiotic stewardship.

Identifying gut microbiome features associated with the risk of acquiring an enteric drug-resistant organism (e.g. vancomycin-resistant Enterococcus and resistant gram-negative bacteria) in patients recently discharged from acute-care hospital and admitted into nursing homes.

Talk for ACPE2021 on Australian antibiotic use in the first 6 mo of COVID-19

Open-source, event-driven antimicrobial resistance (AMR) surveillance and clinical stewardship platform — real-time AST ingestion, EUCAST/CLSI classification, outbreak detection (CUSUM + BOCPD), and LLM-assisted empiric therapy recommendations.

STEWAGRAM is the AI-assisted Antibiogram: Smart Technology for Enhanced Warning and Analysis of Growth and Resistance Antibiogram Monitoring.

An RL environment + LLM agent for clinical antibiotic stewardship. Built for Meta x Scaler OpenEnv Hackathon.

An open, guideline-cited dental prescribing reference (antibiotics & analgesics) — US + UK, adults & children. Educational reference, not a prescription.