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Beyond here and now: Evaluating pollution estimation across space and time from street view images with deep learning.
Nathvani R, D V, Clark SN, Alli AS, Muller E, Coste H, Bennett JE, Nimo J, Moses JB, Baah S, Hughes A, Suel E, Metzler AB, Rashid T, Brauer M, Baumgartner J, Owusu G, Agyei-Mensah S, Arku RE, Ezzati M. Nathvani R, et al. Among authors: metzler ab. Sci Total Environ. 2023 Dec 10;903:166168. doi: 10.1016/j.scitotenv.2023.166168. Epub 2023 Aug 14. Sci Total Environ. 2023. PMID: 37586538 Free PMC article.
Phenotyping urban built and natural environments with high-resolution satellite images and unsupervised deep learning.
Metzler AB, Nathvani R, Sharmanska V, Bai W, Muller E, Moulds S, Agyei-Asabere C, Adjei-Boadi D, Kyere-Gyeabour E, Tetteh JD, Owusu G, Agyei-Mensah S, Baumgartner J, Robinson BE, Arku RE, Ezzati M. Metzler AB, et al. Sci Total Environ. 2023 Oct 1;893:164794. doi: 10.1016/j.scitotenv.2023.164794. Epub 2023 Jun 13. Sci Total Environ. 2023. PMID: 37315611 Free PMC article.
Characterisation of urban environment and activity across space and time using street images and deep learning in Accra.
Nathvani R, Clark SN, Muller E, Alli AS, Bennett JE, Nimo J, Moses JB, Baah S, Metzler AB, Brauer M, Suel E, Hughes AF, Rashid T, Gemmell E, Moulds S, Baumgartner J, Toledano M, Agyemang E, Owusu G, Agyei-Mensah S, Arku RE, Ezzati M. Nathvani R, et al. Among authors: metzler ab. Sci Rep. 2022 Nov 28;12(1):20470. doi: 10.1038/s41598-022-24474-1. Sci Rep. 2022. PMID: 36443345 Free PMC article.
International collaborative project to compare and monitor the nutritional composition of processed foods.
Dunford E, Webster J, Metzler AB, Czernichow S, Ni Mhurchu C, Wolmarans P, Snowdon W, L'Abbe M, Li N, Maulik PK, Barquera S, Schoj V, Allemandi L, Samman N, de Menezes EW, Hassell T, Ortiz J, Salazar de Ariza J, Rahman AR, de Núñez L, Garcia MR, van Rossum C, Westenbrink S, Thiam LM, MacGregor G, Neal B; Food Monitoring Group. Dunford E, et al. Among authors: metzler ab. Eur J Prev Cardiol. 2012 Dec;19(6):1326-32. doi: 10.1177/1741826711425777. Epub 2011 Oct 4. Eur J Prev Cardiol. 2012. PMID: 21971487