5 citations · 6 across the 3 of their papers we have counts for
4 papers · 1 filter
Predicting antimicrobial drug consumption using web search data
Niels Dalum Hansen, Kåre Mølbak, Ingemar Cox +1
Consumption of antimicrobial drugs, such as antibiotics, is linked with antimicrobial resistance. Surveillance of antimicrobial drug consumption is therefore an important element i…
Seasonal Web Search Query Selection for Influenza-Like Illness (ILI) Estimation
Niels Dalum Hansen, Kåre Mølbak, Ingemar J. Cox +1
Influenza-like illness (ILI) estimation from web search data is an important web analytics task. The basic idea is to use the frequencies of queries in web search logs that are cor…
Time-Series Adaptive Estimation of Vaccination Uptake Using Web Search Queries
Niels Dalum Hansen, Kåre Mølbak, Ingemar J. Cox +1
Estimating vaccination uptake is an integral part of ensuring public health. It was recently shown that vaccination uptake can be estimated automatically from web data, instead of…
Ensemble Learned Vaccination Uptake Prediction using Web Search Queries
Niels Dalum Hansen, Christina Lioma, Kåre Mølbak
We present a method that uses ensemble learning to combine clinical and web-mined time-series data in order to predict future vaccination uptake. The clinical data is official vacc…