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Characterisation of urban environment and activity across space and time using street images and deep learning in Accra.
Nathvani, Ricky; Clark, Sierra N; Muller, Emily; Alli, Abosede S; Bennett, James E; Nimo, James; Moses, Josephine Bedford; Baah, Solomon; Metzler, A Barbara; Brauer, Michael; Suel, Esra; Hughes, Allison F; Rashid, Theo; Gemmell, Emily; Moulds, Simon; Baumgartner, Jill; Toledano, Mireille; Agyemang, Ernest; Owusu, George; Agyei-Mensah, Samuel; Arku, Raphael E; Ezzati, Majid.
Affiliation
  • Nathvani R; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
  • Clark SN; MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK.
  • Muller E; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
  • Alli AS; MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK.
  • Bennett JE; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
  • Nimo J; MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK.
  • Moses JB; Department of Environmental Health Sciences, School of Public Health and Health Sciences, University of Massachusetts, Amherst, USA.
  • Baah S; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
  • Metzler AB; MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK.
  • Brauer M; Department of Physics, University of Ghana, Accra, Ghana.
  • Suel E; Department of Physics, University of Ghana, Accra, Ghana.
  • Hughes AF; Department of Physics, University of Ghana, Accra, Ghana.
  • Rashid T; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
  • Gemmell E; MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK.
  • Moulds S; School of Population and Public Health, University of British Columbia, Vancouver, Canada.
  • Baumgartner J; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
  • Toledano M; ETH Zurich, Zurich, Switzerland.
  • Agyemang E; Department of Physics, University of Ghana, Accra, Ghana.
  • Owusu G; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
  • Agyei-Mensah S; MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK.
  • Arku RE; School of Population and Public Health, University of British Columbia, Vancouver, Canada.
  • Ezzati M; Department of Civil and Environmental Engineering, Imperial College London, London, UK.
Sci Rep ; 12(1): 20470, 2022 11 28.
Article in En | MEDLINE | ID: mdl-36443345

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Deep Learning Limits: Animals / Humans Country/Region as subject: Africa Language: En Journal: Sci Rep Year: 2022 Document type: Article Affiliation country:

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Deep Learning Limits: Animals / Humans Country/Region as subject: Africa Language: En Journal: Sci Rep Year: 2022 Document type: Article Affiliation country: