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A method for intelligent allocation of diagnostic testing by leveraging data from commercial wearable devices: a case study on COVID-19.
Shandhi MMH, Cho PJ, Roghanizad AR, Singh K, Wang W, Enache OM, Stern A, Sbahi R, Tatar B, Fiscus S, Khoo QX, Kuo Y, Lu X, Hsieh J, Kalodzitsa A, Bahmani A, Alavi A, Ray U, Snyder MP, Ginsburg GS, Pasquale DK, Woods CW, Shaw RJ, Dunn JP. Shandhi MMH, et al. Among authors: roghanizad ar. NPJ Digit Med. 2022 Sep 1;5(1):130. doi: 10.1038/s41746-022-00672-z. NPJ Digit Med. 2022. PMID: 36050372 Free PMC article.
Tree-based classification model for Long-COVID infection prediction with age stratification using data from the National COVID Cohort Collaborative.
Wang WK, Jeong H, Hershkovich L, Cho P, Singh K, Lederer L, Roghanizad AR, Shandhi MMH, Kibbe W, Dunn J; National COVID Cohort Collaborative (N3C) Consortium. Wang WK, et al. Among authors: roghanizad ar. JAMIA Open. 2024 Oct 9;7(4):ooae111. doi: 10.1093/jamiaopen/ooae111. eCollection 2024 Dec. JAMIA Open. 2024. PMID: 39524607 Free PMC article.