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. 2020 Jul 15;20:100386. doi: 10.1016/j.imu.2020.100386

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© 2020 The Author

Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.

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Fig. 8 — Pairwise prediction: Singapore-Japan(a) Shows the similarity map considering the dynamics of Singapore (threshold = 400, up to April 12) as the target, while Japan is one of the nearest neighbors and is chosen to be the reference for the LSTM's pairwise prediction. (b) Shows the short-term pairwise prediction between Singapore and Japan.