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Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination.
Truelove S, Smith CP, Qin M, Mullany LC, Borchering RK, Lessler J, Shea K, Howerton E, Contamin L, Levander J, Kerr J, Hochheiser H, Kinsey M, Tallaksen K, Wilson S, Shin L, Rainwater-Lovett K, Lemairtre JC, Dent J, Kaminsky J, Lee EC, Perez-Saez J, Hill A, Karlen D, Chinazzi M, Davis JT, Mu K, Xiong X, Pastore Y Piontti A, Vespignani A, Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Orr M, Harrison G, Hurt B, Chen J, Vullikanti A, Marathe M, Hoops S, Bhattacharya P, Machi D, Chen S, Paul R, Janies D, Thill JC, Galanti M, Yamana TK, Pei S, Shaman JL, Healy JM, Slayton RB, Biggerstaff M, Johansson MA, Runge MC, Viboud C. Truelove S, et al. Among authors: hochheiser h. Elife. 2022 Jun 21;11:e73584. doi: 10.7554/eLife.73584. Elife. 2022. PMID: 35726851 Free PMC article.
The center for causal discovery of biomedical knowledge from big data.
Cooper GF, Bahar I, Becich MJ, Benos PV, Berg J, Espino JU, Glymour C, Jacobson RC, Kienholz M, Lee AV, Lu X, Scheines R; Center for Causal Discovery team. Cooper GF, et al. J Am Med Inform Assoc. 2015 Nov;22(6):1132-6. doi: 10.1093/jamia/ocv059. Epub 2015 Jul 2. J Am Med Inform Assoc. 2015. PMID: 26138794 Free PMC article.
Evaluation of AIML + HDR-A Course to Enhance Data Science Workforce Capacity for Hispanic Biomedical Researchers.
Heredia-Negron F, Alamo-Rodriguez N, Oyola-Velazquez L, Nieves B, Carrasquillo K, Hochheiser H, Fristensky B, Daluz-Santana I, Fernandez-Repollet E, Roche-Lima A. Heredia-Negron F, et al. Among authors: hochheiser h. Int J Environ Res Public Health. 2023 Feb 3;20(3):2726. doi: 10.3390/ijerph20032726. Int J Environ Res Public Health. 2023. PMID: 36768092 Free PMC article.
An End-to-End Natural Language Processing System for Automatically Extracting Radiation Therapy Events From Clinical Texts.
Bitterman DS, Goldner E, Finan S, Harris D, Durbin EB, Hochheiser H, Warner JL, Mak RH, Miller T, Savova GK. Bitterman DS, et al. Among authors: hochheiser h. Int J Radiat Oncol Biol Phys. 2023 Sep 1;117(1):262-273. doi: 10.1016/j.ijrobp.2023.03.055. Epub 2023 Mar 27. Int J Radiat Oncol Biol Phys. 2023. PMID: 36990288 Free PMC article.
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: hochheiser h. 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.
Scenario Design for Infectious Disease Projections: Integrating Concepts from Decision Analysis and Experimental Design.
Runge MC, Shea K, Howerton E, Yan K, Hochheiser H, Rosenstrom E, Probert WJM, Borchering R, Marathe MV, Lewis B, Venkatramanan S, Truelove S, Lessler J, Viboud C. Runge MC, et al. Among authors: hochheiser h. medRxiv [Preprint]. 2023 Oct 12:2023.10.11.23296887. doi: 10.1101/2023.10.11.23296887. medRxiv. 2023. Update in: Epidemics. 2024 Jun;47:100775. doi: 10.1016/j.epidem.2024.100775 PMID: 37873156 Free PMC article. Updated. Preprint.
Potential impact of annual vaccination with reformulated COVID-19 vaccines: lessons from the U.S. COVID-19 Scenario Modeling Hub.
Jung SM, Loo SL, Howerton E, Contamin L, Smith CP, Carcelén EC, Yan K, Bents SJ, Levander J, Espino J, Lemaitre JC, Sato K, McKee CD, Hill AL, Chinazzi M, Davis JT, Mu K, Vespignani A, Rosenstrom ET, Rodriguez-Cartes SA, Ivy JS, Mayorga ME, Swann JL, España G, Cavany S, Moore SM, Perkins A, Chen S, Paul R, Janies D, Thill JC, Srivastava A, Al Aawar M, Bi K, Bandekar SR, Bouchnita A, Fox SJ, Meyers LA, Porebski P, Venkatramanan S, Adiga A, Hurt B, Klahn B, Outten J, Chen J, Mortveit H, Wilson A, Hoops S, Bhattacharya P, Machi D, Vullikanti A, Lewis B, Marathe M, Hochheiser H, Runge MC, Shea K, Truelove S, Viboud C, Lessler J. Jung SM, et al. Among authors: hochheiser h. medRxiv [Preprint]. 2023 Nov 18:2023.10.26.23297581. doi: 10.1101/2023.10.26.23297581. medRxiv. 2023. Update in: PLoS Med. 2024 Apr 17;21(4):e1004387. doi: 10.1371/journal.pmed.1004387 PMID: 37961207 Free PMC article. Updated. Preprint.
Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty.
Howerton E, Contamin L, Mullany LC, Qin M, Reich NG, Bents S, Borchering RK, Jung SM, Loo SL, Smith CP, Levander J, Kerr J, Espino J, van Panhuis WG, Hochheiser H, Galanti M, Yamana T, Pei S, Shaman J, Rainwater-Lovett K, Kinsey M, Tallaksen K, Wilson S, Shin L, Lemaitre JC, Kaminsky J, Hulse JD, Lee EC, McKee CD, Hill A, Karlen D, Chinazzi M, Davis JT, Mu K, Xiong X, Pastore Y Piontti A, Vespignani A, Rosenstrom ET, Ivy JS, Mayorga ME, Swann JL, España G, Cavany S, Moore S, Perkins A, Hladish T, Pillai A, Ben Toh K, Longini I Jr, Chen S, Paul R, Janies D, Thill JC, Bouchnita A, Bi K, Lachmann M, Fox SJ, Meyers LA, Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Hurt B, Chen J, Mortveit H, Wilson A, Marathe M, Hoops S, Bhattacharya P, Machi D, Cadwell BL, Healy JM, Slayton RB, Johansson MA, Biggerstaff M, Truelove S, Runge MC, Shea K, Viboud C, Lessler J. Howerton E, et al. Among authors: hochheiser h. Nat Commun. 2023 Nov 20;14(1):7260. doi: 10.1038/s41467-023-42680-x. Nat Commun. 2023. PMID: 37985664 Free PMC article.
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