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Megacities as drivers of national outbreaks: The 2017 chikungunya outbreak in Dhaka, Bangladesh.

Ayesha S MahmudMd Iqbal KabirKenth Engø-MonsenSania TahminaBaizid Khoorshid RiazMd Akram HossainFahmida KhanomMd Mujibor RahmanMd Khalilur RahmanMehruba SharminDewan Mashrur HossainShakila YasminMd Mokhtar AhmedMirza Afreen Fatima LushaCaroline O Buckee
Published in: PLoS neglected tropical diseases (2021)
Our results highlight the impact of large-scale population movements, for example during holidays, on the spread of infectious diseases. These dynamics are difficult to capture using traditional approaches, and we compare our results to a standard diffusion model, to highlight the value of real-time data from mobile phones for outbreak analysis, forecasting, and surveillance.
Keyphrases
  • infectious diseases
  • public health
  • zika virus
  • quality improvement
  • electronic health record
  • aedes aegypti
  • dengue virus
  • machine learning
  • deep learning