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Leveraging Artificial Intelligence and Big Data to Optimize COVID-19 Clinical Public Health and Vaccination Roll-Out Strategies in Africa.
Mellado B, Wu J, Kong JD, Bragazzi NL, Asgary A, Kawonga M, Choma N, Hayasi K, Lieberman B, Mathaha T, Mbada M, Ruan X, Stevenson F, Orbinski J. Mellado B, et al. Among authors: lieberman b. Int J Environ Res Public Health. 2021 Jul 26;18(15):7890. doi: 10.3390/ijerph18157890. Int J Environ Res Public Health. 2021. PMID: 34360183 Free PMC article.
Big data- and artificial intelligence-based hot-spot analysis of COVID-19: Gauteng, South Africa, as a case study.
Lieberman B, Kong JD, Gusinow R, Asgary A, Bragazzi NL, Choma J, Dahbi SE, Hayashi K, Kar D, Kawonga M, Mbada M, Monnakgotla K, Orbinski J, Ruan X, Stevenson F, Wu J, Mellado B. Lieberman B, et al. BMC Med Inform Decis Mak. 2023 Jan 26;23(1):19. doi: 10.1186/s12911-023-02098-3. BMC Med Inform Decis Mak. 2023. PMID: 36703133 Free PMC article.
Management of hospital beds and ventilators in the Gauteng province, South Africa, during the COVID-19 pandemic.
Alavinejad M, Mellado B, Asgary A, Mbada M, Mathaha T, Lieberman B, Stevenson F, Tripathi N, Swain AK, Orbinski J, Wu J, Kong JD. Alavinejad M, et al. Among authors: lieberman b. PLOS Glob Public Health. 2022 Nov 2;2(11):e0001113. doi: 10.1371/journal.pgph.0001113. eCollection 2022. PLOS Glob Public Health. 2022. PMID: 36962677 Free PMC article.
Development of an Early Alert System for an Additional Wave of COVID-19 Cases Using a Recurrent Neural Network with Long Short-Term Memory.
Stevenson F, Hayasi K, Bragazzi NL, Kong JD, Asgary A, Lieberman B, Ruan X, Mathaha T, Dahbi SE, Choma J, Kawonga M, Mbada M, Tripathi N, Orbinski J, Mellado B, Wu J. Stevenson F, et al. Among authors: lieberman b. Int J Environ Res Public Health. 2021 Jul 9;18(14):7376. doi: 10.3390/ijerph18147376. Int J Environ Res Public Health. 2021. PMID: 34299827 Free PMC article.