2023
The Impact of Rapid Drug Susceptibility Tests on Gonorrhea Burden and the Life Span of Antibiotic Treatments: A Modeling Study Among Men Who Have Sex With Men in the United States
Yaesoubi R, Xi Q, Hsu K, Gift T, St. Cyr S, Rönn M, Salomon J, Grad Y. The Impact of Rapid Drug Susceptibility Tests on Gonorrhea Burden and the Life Span of Antibiotic Treatments: A Modeling Study Among Men Who Have Sex With Men in the United States. American Journal Of Epidemiology 2023, 193: 17-25. PMID: 37625444, PMCID: PMC10773484, DOI: 10.1093/aje/kwad175.Peer-Reviewed Original ResearchConceptsRapid drug susceptibility testDrug susceptibility testGonorrhea casesSusceptibility testsFirst-line treatmentBurden of gonorrheaGonococcal infectionGonorrhoea transmissionAntibiotic treatmentPatient outcomesIndividualized treatmentLife spanDrug susceptibilityCare testRapid pointEffective life spanAntibiotic resistanceAntibioticsTest specificityGonorrheaMenCiprofloxacinTreatmentCorrect ascertainmentLong-term impact
2022
Predicting resistance to fluoroquinolones among patients with rifampicin-resistant tuberculosis using machine learning methods
You S, Chitwood MH, Gunasekera KS, Crudu V, Codreanu A, Ciobanu N, Furin J, Cohen T, Warren JL, Yaesoubi R. Predicting resistance to fluoroquinolones among patients with rifampicin-resistant tuberculosis using machine learning methods. PLOS Digital Health 2022, 1: e0000059. PMID: 36177394, PMCID: PMC9518704, DOI: 10.1371/journal.pdig.0000059.Peer-Reviewed Original ResearchDrug susceptibility testXpert MTB/RIFMachine learning-based modelsLearning-based modelsMachine learning methodsRifampicin-resistant tuberculosisTime of diagnosisRifampin-resistant tuberculosisMTB/RIFNeural network modelLearning methodsNetwork modelMulti-drug resistant tuberculosisNational TB surveillanceDrug-resistant tuberculosisOptimism-corrected areaSelection of antibioticsAnti-TB agentsDistrict-level prevalenceLow-resource settingsPatient characteristicsResistant tuberculosisTB surveillanceAppropriate treatmentDST results