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Research articles

AI Clinical Decision Support for Antibiotic Therapy: A Systematic Review
AI Clinical Decision Support for Antibiotic Therapy: A Systematic Review
OneChoice vs ID Specialists for Empirical UTI Therapy
OneChoice vs ID Specialists for Empirical UTI Therapy
Guiding Antibiotic Therapy with Machine Learning
Guiding Antibiotic Therapy with Machine Learning
OneChoice Molecular vs Culture publication
OneChoice Molecular vs Culture publication
AI applied to ASP
AI applied to ASP
Validation Study of Arkstone Machine Learning
Validation Study of Arkstone Machine Learning
Guiding antibiotics with ML
Guiding antibiotics with ML
Arkstones Clinical Decision Descriptive and Comparative Analysis
Arkstones Clinical Decision Descriptive and Comparative Analysis

Publications

Comparison of OneChoice plus® Recommendations with Infectious Disease Specialist Recommendations for the Treatment of Bacteremia and Urinary Tract Infections in Hospitalized Patients at Hospital Nacional Edgardo Rebagliati Martins, Lima, Peru (October to December 2025). Study protocol.

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Accuracy of Therapeutic Recommendations from a Clinical Decision Support System: OneChoice® Reports Based on Phenotypic Results Compared with Infectious Disease Physicians and Other Specialists in the Treatment of Urinary Tract Infections in Lima, Peru. Accepted and presented at the Pan-American Congress of Infectious Diseases 2025.

Clinical Utility of FilmArray BCID and Resistance Gene Detection in Bacteremia: A Five-Year Retrospective Analysis from Lima, Peru. Abstract accepted at ASM Microbe 2026.

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Antimicrobial Stewardship in the Era of AI: A Head-to-Head Comparison of the Arkstone Human-in-the-Loop Machine Learning Algorithm and Large Language Models in Real-World Infectious Disease Cases. Manuscript in preparation.

Manuscript

Clinical Utility and Cost-Effectiveness of Molecular Diagnostic-Guided Antimicrobial Therapy in Sepsis: A Retrospective Cohort Study. Abstract accepted at ASM Microbe 2026 as "Effect of rapid molecular microbiology on clinical and economic outcomes in sepsis and bacteremia in resource-limited settings."

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Manuscript

Comparison of OneChoice® AI-Based Clinical Decision Support Recommendations with Infectious Disease Specialists and Non-Specialists for Bacteremia Treatment in Lima, Peru. Published in PLOS ONE (2026). doi:10.1371/journal.pone.0331266

Manuscript

From Molecular Diagnostics to Artificial Intelligence: Impact of an Integrated Bloodstream Infection Program on Diagnostic Concordance and Time to Therapy. A prospective study in Lima, Peru comparing OneChoice® recommendations built on molecular results with recommendations built on combined molecular and phenotypic results. Abstract accepted at ASM Microbe 2026.

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Manuscript

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