Zobrazeno 1 - 10
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pro vyhledávání: '"Roster, Kirstin"'
Supervised machine learning models and public surveillance data has been employed for infectious disease forecasting in many settings. These models leverage various data sources capturing drivers of disease spread, such as climate conditions or human
Externí odkaz:
http://arxiv.org/abs/2405.01422
Autor:
Oliveira Roster, Kirstin1 (AUTHOR) kroster@hsph.harvard.edu, Martinelli, Tiago1 (AUTHOR), Connaughton, Colm2,3 (AUTHOR), Santillana, Mauricio4,5 (AUTHOR), Rodrigues, Francisco A.1 (AUTHOR)
Publikováno v:
PLoS Neglected Tropical Diseases. 12/26/2024, Vol. 18 Issue 12, p1-14. 14p.
Recent infectious disease outbreaks, such as the COVID-19 pandemic and the Zika epidemic in Brazil, have demonstrated both the importance and difficulty of accurately forecasting novel infectious diseases. When new diseases first emerge, we have litt
Externí odkaz:
http://arxiv.org/abs/2204.05059
Autor:
Oliveira Roster, Kirstin I.1,2 (AUTHOR), Kissler, Stephen M.1,2,3 (AUTHOR), Omoregie, Enoma4 (AUTHOR), Wang, Jade C.4 (AUTHOR), Amin, Helly4 (AUTHOR), Di Lonardo, Steve4 (AUTHOR), Hughes, Scott4 (AUTHOR), Grad, Yonatan H.1,2 (AUTHOR) ygrad@hsph.harvard.edu
Publikováno v:
PLoS Computational Biology. 9/5/2024, Vol. 20 Issue 9, p1-15. 15p.
Publikováno v:
In Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena October 2024 187
Autor:
Alves, Caroline L., Pineda, Aruane M., Roster, Kirstin, Thielemann, Christiane, Rodrigues, Francisco A.
Mental disorders are among the leading causes of disability worldwide. The first step in treating these conditions is to obtain an accurate diagnosis, but the absence of established clinical tests makes this task challenging. Machine learning algorit
Externí odkaz:
http://arxiv.org/abs/2110.06140
Due to a lack of treatments and universal vaccine, early forecasts of Dengue are an important tool for disease control. Neural networks are powerful predictive models that have made contributions to many areas of public health. In this systematic rev
Externí odkaz:
http://arxiv.org/abs/2106.12905
Autor:
Olejarz, Jason W., Roster, Kirstin I. Oliveira, Kissler, Stephen M., Lipsitch, Marc, Grad, Yonatan H.
Publikováno v:
In Epidemics March 2024 46
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