Antibiotic resistance increases with local temperature

Derek R. MacFadden, Sarah F. McGough, David N. Fisman, +2

Nature Climate Change

Antimicrobial Resistance GeneLocal TemperatureHealth SciencesAntibioticsAntimicrobial Susceptibility +8

Forecasting Zika Incidence in the 2016 Latin America Outbreak Combining Traditional Disease Surveillance with Search, Social Media, and News Report Data

Sarah F. McGough, John S. Brownstein, Jared B. Hawkins, +1

PLoS neglected tropical diseases

Nowcasting by Bayesian Smoothing: A flexible, generalizable model for real-time epidemic tracking

Sarah F. McGough, Michael A. Johansson, Marc Lipsitch, +1

PLoS Computational Biology

Infectious Disease ModellingR PackageEngineeringGeneralizable ModelData Science +12

Rates of increase of antibiotic resistance and ambient temperature in Europe: a cross-national analysis of 28 countries between 2000 and 2016

Sarah F. McGough, Derek R. MacFadden, Mohammad W. Hattab, +2

Eurosurveillance

Learning from data with structured missingness

Robin Mitra, Sarah F. McGough, Tapabrata Chakraborti, +17

Nature Machine Intelligence

Structured PredictionEngineeringMachine LearningData ScienceData Mining +6

Nowcasting for Real-Time COVID-19 Tracking in New York City: An Evaluation Using Reportable Disease Data From Early in the Pandemic

Sharon K. Greene, Sarah F. McGough, Gretchen M. Culp, +4

JMIR Public Health and Surveillance

Penalized regression for left‐truncated and right‐censored survival data

Sarah F. McGough, Devin Incerti, Svetlana Lyalina, +3

Statistics in Medicine

Prognostic EvaluationEpidemiologyEngineeringSurvival DataLeft Truncation Adjustment +12

A dynamic, ensemble learning approach to forecast dengue fever epidemic years in Brazil using weather and population susceptibility cycles

Sarah F. McGough, Leonardo Clemente, J. Nathan Kutz, +1

Journal of The Royal Society Interface

Forecasting MethodologyEngineeringMachine LearningMalariaEpidemiological Dynamic +21

Antibiotic Resistance Increases with Local Temperature

Derek R. MacFadden, Sarah F. McGough, David N. Fisman, +2

Open Forum Infectious Diseases

Local TemperatureAntibiotic ResistanceBacterial PathogensDrug ResistanceDisease Resistance +14

Real-time estimation of disease activity in emerging outbreaks using internet search information

Emily Aiken, Sarah F. McGough, Maimuna S. Majumder, +4

PLoS Computational Biology

Sample BiasEngineeringMachine LearningReal-time EstimationEpidemiological Dynamic +18