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34 results

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Page 1
Collaborative Hubs: Making the Most of Predictive Epidemic Modeling.
Reich NG, Lessler J, Funk S, Viboud C, Vespignani A, Tibshirani RJ, Shea K, Schienle M, Runge MC, Rosenfeld R, Ray EL, Niehus R, Johnson HC, Johansson MA, Hochheiser H, Gardner L, Bracher J, Borchering RK, Biggerstaff M. Reich NG, et al. Among authors: ray el. Am J Public Health. 2022 Jun;112(6):839-842. doi: 10.2105/AJPH.2022.306831. Epub 2022 Apr 14. Am J Public Health. 2022. PMID: 35420897 Free PMC article. No abstract available.
The United States COVID-19 Forecast Hub dataset.
Cramer EY, Huang Y, Wang Y, Ray EL, Cornell M, Bracher J, Brennen A, Rivadeneira AJC, Gerding A, House K, Jayawardena D, Kanji AH, Khandelwal A, Le K, Mody V, Mody V, Niemi J, Stark A, Shah A, Wattanchit N, Zorn MW, Reich NG; US COVID-19 Forecast Hub Consortium. Cramer EY, et al. Among authors: ray el. Sci Data. 2022 Aug 1;9(1):462. doi: 10.1038/s41597-022-01517-w. Sci Data. 2022. PMID: 35915104 Free PMC article.
Optimizing Disease Outbreak Forecast Ensembles.
Fox SJ, Kim M, Meyers LA, Reich NG, Ray EL. Fox SJ, et al. Among authors: ray el. Emerg Infect Dis. 2024 Sep;30(9):1967-1969. doi: 10.3201/eid3009.240026. Emerg Infect Dis. 2024. PMID: 39174027 Free PMC article.
Evaluating epidemic forecasts in an interval format.
Bracher J, Ray EL, Gneiting T, Reich NG. Bracher J, et al. Among authors: ray el. PLoS Comput Biol. 2021 Feb 12;17(2):e1008618. doi: 10.1371/journal.pcbi.1008618. eCollection 2021 Feb. PLoS Comput Biol. 2021. PMID: 33577550 Free PMC article.
Title evaluation of FluSight influenza forecasting in the 2021-22 and 2022-23 seasons with a new target laboratory-confirmed influenza hospitalizations.
Mathis SM, Webber AE, León TM, Murray EL, Sun M, White LA, Brooks LC, Green A, Hu AJ, Rosenfeld R, Shemetov D, Tibshirani RJ, McDonald DJ, Kandula S, Pei S, Yaari R, Yamana TK, Shaman J, Agarwal P, Balusu S, Gururajan G, Kamarthi H, Prakash BA, Raman R, Zhao Z, Rodríguez A, Meiyappan A, Omar S, Baccam P, Gurung HL, Suchoski BT, Stage SA, Ajelli M, Kummer AG, Litvinova M, Ventura PC, Wadsworth S, Niemi J, Carcelen E, Hill AL, Loo SL, McKee CD, Sato K, Smith C, Truelove S, Jung SM, Lemaitre JC, Lessler J, McAndrew T, Ye W, Bosse N, Hlavacek WS, Lin YT, Mallela A, Gibson GC, Chen Y, Lamm SM, Lee J, Posner RG, Perofsky AC, Viboud C, Clemente L, Lu F, Meyer AG, Santillana M, Chinazzi M, Davis JT, Mu K, Pastore Y Piontti A, Vespignani A, Xiong X, Ben-Nun M, Riley P, Turtle J, Hulme-Lowe C, Jessa S, Nagraj VP, Turner SD, Williams D, Basu A, Drake JM, Fox SJ, Suez E, Cojocaru MG, Thommes EW, Cramer EY, Gerding A, Stark A, Ray EL, Reich NG, Shandross L, Wattanachit N, Wang Y, Zorn MW, Aawar MA, Srivastava A, Meyers LA, Adiga A, Hurt B, Kaur G, Lewis BL, Marathe M, Venkatramanan S, Butler P, Farabow A, Ramakrishnan N, Muralidhar N, Reed C, Biggerstaff M, Borchering RK. Mathis SM, et al. Among authors: ray el. Nat Commun. 2024 Jul 26;15(1):6289. doi: 10.1038/s41467-024-50601-9. Nat Commun. 2024. PMID: 39060259 Free PMC article.
hubEnsembles: Ensembling Methods in R.
Shandross L, Howerton E, Contamin L, Hochheiser H, Krystalli A; Consortium of Infectious Disease Modeling Hubs; Reich NG, Ray EL. Shandross L, et al. Among authors: ray el. medRxiv [Preprint]. 2024 Jun 25:2024.06.24.24309416. doi: 10.1101/2024.06.24.24309416. medRxiv. 2024. PMID: 38978658 Free PMC article. Preprint.
Collaborative modeling key to improving outbreak response.
Reich NG, Ray EL. Reich NG, et al. Among authors: ray el. Proc Natl Acad Sci U S A. 2022 Apr 5;119(14):e2200703119. doi: 10.1073/pnas.2200703119. Epub 2022 Mar 23. Proc Natl Acad Sci U S A. 2022. PMID: 35320028 Free PMC article. No abstract available.
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States.
Cramer EY, Ray EL, Lopez VK, Bracher J, Brennen A, Castro Rivadeneira AJ, Gerding A, Gneiting T, House KH, Huang Y, Jayawardena D, Kanji AH, Khandelwal A, Le K, Mühlemann A, Niemi J, Shah A, Stark A, Wang Y, Wattanachit N, Zorn MW, Gu Y, Jain S, Bannur N, Deva A, Kulkarni M, Merugu S, Raval A, Shingi S, Tiwari A, White J, Abernethy NF, Woody S, Dahan M, Fox S, Gaither K, Lachmann M, Meyers LA, Scott JG, Tec M, Srivastava A, George GE, Cegan JC, Dettwiller ID, England WP, Farthing MW, Hunter RH, Lafferty B, Linkov I, Mayo ML, Parno MD, Rowland MA, Trump BD, Zhang-James Y, Chen S, Faraone SV, Hess J, Morley CP, Salekin A, Wang D, Corsetti SM, Baer TM, Eisenberg MC, Falb K, Huang Y, Martin ET, McCauley E, Myers RL, Schwarz T, Sheldon D, Gibson GC, Yu R, Gao L, Ma Y, Wu D, Yan X, Jin X, Wang YX, Chen Y, Guo L, Zhao Y, Gu Q, Chen J, Wang L, Xu P, Zhang W, Zou D, Biegel H, Lega J, McConnell S, Nagraj VP, Guertin SL, Hulme-Lowe C, Turner SD, Shi Y, Ban X, Walraven R, Hong QJ, Kong S, van de Walle A, Turtle JA, Ben-Nun M, Riley S, Riley P, Koyluoglu U, DesRoches D, Forli P, Hamory B, Kyriakides C, Leis H, Milliken J, Moloney M, Morgan J, Nirgudkar N, Ozcan G, Piwonka N, Ravi M, Sch… See abstract for full author list ➔ Cramer EY, et al. Among authors: ray el. Proc Natl Acad Sci U S A. 2022 Apr 12;119(15):e2113561119. doi: 10.1073/pnas.2113561119. Epub 2022 Apr 8. Proc Natl Acad Sci U S A. 2022. PMID: 35394862 Free PMC article.
34 results