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Web data mining for public health purposes
Niels Dalum Hansen
For a long time, public health events, such as disease incidence or vaccination activity, have been monitored to keep track of the health status of the population, allowing to eval…
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…