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Marisa Eisenberg

Associate Professor

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COVID-19

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Riddell J 4th., Brouwer AF, Walline HM, Campredon LP, Meza R, Eisenberg MC, Andrus EC, Delinger RL, Yost ML, McCloskey JK, Thomas TB, Huang S, Ferris RL, Shin DM, Fakhry C, Ow T, Li D, Berlot A, Carey TE, Schlecht NF. (2022). Oral human papillomavirus prevalence, persistence, and risk-factors in HIV-positive and HIV-negative adults. Tumour virus research, (13)

Udow-Phillips M, Jacobson PD, Eisenberg MC. (2022). Public health: From politicization to a path forward. Journal of hospital medicine

Stojanovski K, King EJ, Rivet Amico K, Eisenberg MC, Geronimus AT, Baros S, Schmidt AJ. (2022). Correction to: Stigmatizing Policies Interact with Mental Health and Sexual Behaviours to Structurally Induce HIV Diagnoses Among European Men Who Have Sex with Men. AIDS and behavior

Stojanovski K, King EJ, Amico KR, Eisenberg MC, Geronimus AT, Baros S, Schmidt AJ. (2022). Stigmatizing Policies Interact with Mental Health and Sexual Behaviours to Structurally Induce HIV Diagnoses Among European Men Who Have Sex with Men. AIDS and behavior

Brouwer AF, Campredon LP, Walline HM, Marinelli BM, Goudsmit CM, Thomas TB, Delinger RL, Lau YK, Andrus EC, Yost ML, McCloskey JK, Sullivan TS, Mortensen AS, Huang S, Murphy K, Cheng B, Stanek K, Nair T, Carey TE, Meza R, Eisenberg MC. (2022). Prevalence and determinants of oral and cervicogenital HPV infection: Baseline analysis of the Michigan HPV and Oropharyngeal Cancer (MHOC) cohort study. PloS one, 17(5)

Sund DT, Brouwer AF, Walline H, Carey T, Meza R, Jackson T, Eisenberg MC. (2022). Understanding the mechanisms of HPV-related carcinogenesis: Implications for cell cycle dynamics. Journal of theoretical biology

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, Schrader C, Shakhnovich E, Siegel D, Spatz R, Stiefeling C, Wilkinson B, Wong A, Cavany S, España G, Moore S, Oidtman R, Perkins A, Kraus D, Kraus A, Gao Z, Bian J, Cao W, Lavista Ferres J, Li C, Liu TY, Xie X, Zhang S, Zheng S, Vespignani A, Chinazzi M, Davis JT, Mu K, Pastore Y Piontti A, Xiong X, Zheng A, Baek J, Farias V, Georgescu A, Levi R, Sinha D, Wilde J, Perakis G, Bennouna MA, Nze-Ndong D, Singhvi D, Spantidakis I, Thayaparan L, Tsiourvas A, Sarker A, Jadbabaie A, Shah D, Della Penna N, Celi LA, Sundar S, Wolfinger R, Osthus D, Castro L, Fairchild G, Michaud I, Karlen D, Kinsey M, Mullany LC, Rainwater-Lovett K, Shin L, Tallaksen K, Wilson S, Lee EC, Dent J, Grantz KH, Hill AL, Kaminsky J, Kaminsky K, Keegan LT, Lauer SA, Lemaitre JC, Lessler J, Meredith HR, Perez-Saez J, Shah S, Smith CP, Truelove SA, Wills J, Marshall M, Gardner L, Nixon K, Burant JC, Wang L, Gao L, Gu Z, Kim M, Li X, Wang G, Wang Y, Yu S, Reiner RC, Barber R, Gakidou E, Hay SI, Lim S, Murray C, Pigott D, Gurung HL, Baccam P, Stage SA, Suchoski BT, Prakash BA, Adhikari B, Cui J, Rodríguez A, Tabassum A, Xie J, Keskinocak P, Asplund J, Baxter A, Oruc BE, Serban N, Arik SO, Dusenberry M, Epshteyn A, Kanal E, Le LT, Li CL, Pfister T, Sava D, Sinha R, Tsai T, Yoder N, Yoon J, Zhang L, Abbott S, Bosse NI, Funk S, Hellewell J, Meakin SR, Sherratt K, Zhou M, Kalantari R, Yamana TK, Pei S, Shaman J, Li ML, Bertsimas D, Skali Lami O, Soni S, Tazi Bouardi H, Ayer T, Adee M, Chhatwal J, Dalgic OO, Ladd MA, Linas BP, Mueller P, Xiao J, Wang Y, Wang Q, Xie S, Zeng D, Green A, Bien J, Brooks L, Hu AJ, Jahja M, McDonald D, Narasimhan B, Politsch C, Rajanala S, Rumack A, Simon N, Tibshirani RJ, Tibshirani R, Ventura V, Wasserman L, O'Dea EB, Drake JM, Pagano R, Tran QT, Ho LST, Huynh H, Walker JW, Slayton RB, Johansson MA, Biggerstaff M, Reich NG. (2022). Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States. Proceedings of the National Academy of Sciences of the United States of America, 119(15)

Bakker KM, Eisenberg MC, Woods RJ, Martinez ME. (2022). Identifying optimal vaccination scenarios to reduce varicella zoster virus transmission and reactivation. BMC medicine, 20(1)

Petrie JG, Eisenberg MC, Lauring AS, Gilbert J, Harrison SM, DeJonge PM, Martin ET. (2022). The variant-specific burden of SARS-CoV-2 in Michigan: March 2020 through November 2021. Journal of medical virology

Zelner J, Eisenberg M. (2022). Rapid response modeling of SARS-CoV-2 transmission. Science (New York, N.Y.), 376(6593)

Renardy M, Kirschner D, Eisenberg M. (2022). Structural identifiability analysis of age-structured PDE epidemic models. Journal of mathematical biology, 84(1-2)

Brouwer AF, Campredon LP, Walline HM, Marinelli BM, Goudsmit CM, Thomas TB, Delinger RL, Lau YK, Andrus EC, Nair T, Carey TE, Eisenberg MC, Meza R. (2022). Incidence and clearance of oral and cervicogenital HPV infection: longitudinal analysis of the MHOC cohort study. BMJ open, 12(1)

Brouwer AF, Eisenberg MC, Shulman LM, Famulare M, Koopman JS, Kroiss SJ, Hindiyeh M, Manor Y, Grotto I, Eisenberg JNS. (2022). The role of time-varying viral shedding in modelling environmental surveillance for public health: revisiting the 2013 poliovirus outbreak in Israel. Journal of the Royal Society, Interface, 19(190)

Zivich PN, Huang W, Walsh A, Dutta P, Eisenberg M, Aiello AE. (2021). Measuring office workplace interactions and hand hygiene behaviors through electronic sensors: A feasibility study. PloS one, 16(1)

Andrus E, Mojola SA, Moran E, Eisenberg M, Zelner J. (2021). Has the relationship between wealth and HIV risk in Sub-Saharan Africa changed over time? A temporal, gendered and hierarchical analysis. SSM - population health, (15)

Bakker KM, Eisenberg MC, Woods R, Martinez ME. (2021). Exploring the seasonal drivers of varicella zoster transmission and reactivation. American journal of epidemiology

Steimle LN, Havumaki J, Eisenberg MC, Eisenberg JNS, Prosser LA, Pike J, Ortega-Sanchez IR, Mattison CP, Hall AJ, Steele MK, Lopman BA, Hutton DW. (2021). Cost-effectiveness of pediatric norovirus vaccination in daycare settings. Vaccine

Havumaki J, Cohen T, Zhai C, Miller JC, Guikema SD, Eisenberg MC, Zelner J. (2021). Protective impacts of household-based tuberculosis contact tracing are robust across endemic incidence levels and community contact patterns. PLoS computational biology, 17(2)

Masters NB, Eisenberg MC, Delamater PL, Kay M, Boulton ML, Zelner J. (2020). Fine-scale spatial clustering of measles nonvaccination that increases outbreak potential is obscured by aggregated reporting data. Proceedings of the National Academy of Sciences of the United States of America, 117(45)

Nair TS, Thomas TB, Yang L, Kakaraparthi BN, Morris AC, Clark AM, Campredon LP, Brouwer AF, Eisenberg MC, Meza R, Carey TE. (2020). Characteristics of head and neck squamous cell carcinoma cell Lines reflect human tumor biology independent of primary etiologies and HPV status. Translational oncology, 13(10)

Brouwer AF, Zelner JL, Eisenberg MC, Kimmins L, Ladisky M, Collins J, Eisenberg JNS. (2020). The impact of vaccination efforts on the spatiotemporal patterns of the hepatitis A outbreak in Michigan, 2016-18. Epidemiology (Cambridge, Mass.)

Brouwer AF, He K, Chinn SB, Mondul AM, Chapman CH, Ryser MD, Banerjee M, Eisenberg MC, Meza R, Taylor JMG. (2020). Time-varying survival effects for squamous cell carcinomas at oropharyngeal and nonoropharyngeal head and neck sites in the United States, 1973-2015. Cancer

Brouwer AF, Myers JL, Martin ET, Konopka KE, Lauring AS, Eisenberg MC, Lephart PR, Nguyen T, Jaworski A, Schmidt CJ. (2020). SARS-CoV-2 surveillance in decedents in a large, urban medical examiner's office. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America

Havumaki J, Eisenberg MC. (2020). Using compartmental models to simulate directed acyclic graphs to explore competing causal mechanisms underlying epidemiological study data. Journal of the Royal Society, Interface, 17(167)

Renardy M, Eisenberg M, Kirschner D. (2020). Predicting the second wave of COVID-19 in Washtenaw County, MI. Journal of theoretical biology, (507)

Song Peter X, Wang Lili, Zhou Yiwang, He Jie, Zhu Bin, Wang Fei, Tang Lu, Eisenberg Marisa. (2020). An epidemiological forecast model and software assessing interventions on COVID-19 epidemic in China. Cold Spring Harbor Laboratory Press

Brouwer AF, Delinger RL, Eisenberg MC, Campredon LP, Walline HM, Carey TE, Meza R. (2019). HPV vaccination has not increased sexual activity or accelerated sexual debut in a college-aged cohort of men and women. BMC public health, 19(1)

Brouwer AF, Eisenberg MC, Love NG, Eisenberg JNS. (2019). Phenotypic variations in persistence and infectivity between and within environmentally transmitted pathogen populations impact population-level epidemic dynamics. BMC infectious diseases, 19(1)

Havumaki J, Meza R, Phares CR, Date K, Eisenberg MC. (2019). Comparing alternative cholera vaccination strategies in Maela refugee camp: using a transmission model in public health practice. BMC infectious diseases, 19(1)

Hayashi MAL, Eisenberg MC, Eisenberg JNS. (2019). Linking Decision Theory and Quantitative Microbial Risk Assessment: Tradeoffs Between Compliance and Efficacy for Waterborne Disease Interventions. Risk analysis : an official publication of the Society for Risk Analysis, 39(10)

Luo TL, Hayashi M, Zsiska M, Circello B, Eisenberg M, Gonzalez-Cabezas C, Foxman B, Marrs CF, Rickard AH. (2019). Introducing BAIT (Biofilm Architecture Inference Tool): a software program to evaluate the architecture of oral multi-species biofilms. Microbiology (Reading, England), 165(5)

Brouwer AF, Eisenberg MC, Carey TE, Meza R. (2019). Multisite HPV infections in the United States (NHANES 2003-2014): An overview and synthesis. Preventive medicine, (123)

Brouwer AF, Meza R, Eisenberg MC. (2019). Integrating measures of viral prevalence and seroprevalence: a mechanistic modelling approach to explaining cohort patterns of human papillomavirus in women in the USA. Philosophical transactions of the Royal Society of London. Series B, Biological sciences, 374(1773)

Eisenberg MC, Jain HV. (2019). Corrigendum to "A confidence building exercise in data and identifiability: Modeling cancer chemotherapy as a case study" [Journal of Theoretical Biology 431 (2017) 63-78]. Journal of theoretical biology, (464)

Gicquelais RE, Foxman B, Coyle J, Eisenberg MC. (2019). Hepatitis C transmission in young people who inject drugs: Insights using a dynamic model informed by state public health surveillance. Epidemics, (27)

Kraay ANM, Hayashi MAL, Hernandez-Ceron N, Spicknall IH, Eisenberg MC, Meza R, Eisenberg JNS. (2018). Fomite-mediated transmission as a sufficient pathway: a comparative analysis across three viral pathogens. BMC infectious diseases, 18(1)

Luo TL, Eisenberg MC, Hayashi MAL, Gonzalez-Cabezas C, Foxman B, Marrs CF, Rickard AH. (2018). A Sensitive Thresholding Method for Confocal Laser Scanning Microscope Image Stacks of Microbial Biofilms. Scientific reports, 8(1)

Brouwer AF, Eisenberg JNS, Pomeroy CD, Shulman LM, Hindiyeh M, Manor Y, Grotto I, Koopman JS, Eisenberg MC. (2018). Epidemiology of the silent polio outbreak in Rahat, Israel, based on modeling of environmental surveillance data. Proceedings of the National Academy of Sciences of the United States of America, 115(45)

Ryser MD, Gulati R, Eisenberg MC, Shen Y, Hwang ES, Etzioni RB. (2019). Identification of the Fraction of Indolent Tumors and Associated Overdiagnosis in Breast Cancer Screening Trials. American journal of epidemiology, 188(1)

Kao YH, Eisenberg MC. (2018). Practical unidentifiability of a simple vector-borne disease model: Implications for parameter estimation and intervention assessment. Epidemics, (25)

Brouwer AF, Eisenberg MC, Meza R. (2018). Case Studies of Gastric, Lung, and Oral Cancer Connect Etiologic Agent Prevalence to Cancer Incidence. Cancer research, 78(12)

Meza R, Lau YK, Thomas TB, Carey TE, Walline HM, Eisenberg MC. (2018). DNA concentration from self samples for HPV testing. International journal of cancer, 143(11)

Greene C, Ceron NH, Eisenberg MC, Koopman J, Miller JD, Xi C, Eisenberg JNS. (2018). Asymmetric transfer efficiencies between fomites and fingers: Impact on model parameterization. American journal of infection control, 46(6)

Eisenberg MC, Campredon LP, Brouwer AF, Walline HM, Marinelli BM, Lau YK, Thomas TB, Delinger RL, Sullivan TS, Yost ML, Goudsmit CM, Carey TE, Meza R. (2018). Dynamics and Determinants of HPV Infection: The Michigan HPV and Oropharyngeal Cancer (M-HOC) Study. BMJ Open, 8(10)

D'Silva JP, Eisenberg MC. (2017). Modeling spatial invasion of Ebola in West Africa. Journal of theoretical biology, (428)

Lee EC, Kelly MR Jr., Ochocki BM, Akinwumi SM, Hamre KES, Tien JH, Eisenberg MC. (2017). Model distinguishability and inference robustness in mechanisms of cholera transmission and loss of immunity. Journal of theoretical biology, (420)

Eisenberg MC, Jain HV. (2017). A confidence building exercise in data and identifiability: Modeling cancer chemotherapy as a case study. Journal of theoretical biology, (431)

Brouwer AF, Eisenberg MC, Remais JV, Collender PA, Meza R, Eisenberg JN. (2017). Modeling Biphasic Environmental Decay of Pathogens and Implications for Risk Analysis. Environmental science & technology, 51(4)

Petrie JG, Eisenberg MC, Ng S, Malosh RE, Lee KH, Ohmit SE, Monto AS. (2017). Application of an Individual-Based Transmission Hazard Model for Estimation of Influenza Vaccine Effectiveness in a Household Cohort. American journal of epidemiology, 186(12)

Blanco N, Foxman B, Malani AN, Zhang M, Walk S, Rickard AH, Eisenberg MC. (2017). An in silico evaluation of treatment regimens for recurrent Clostridium difficile infection. PLoS One, 12(8)

Brouwer AF, Meza R, Eisenberg MC. (2017). Parameter estimation for multistage clonal expansion models from cancer incidence data: A practical identifiability analysis. PLoS computational biology, 13(3)

Brouwer AF, Weir MH, Eisenberg MC, Meza R, Eisenberg JNS. (2017). Dose-response relationships for environmentally mediated infectious disease transmission models. PLoS computational biology, 13(4)

Brouwer AF, Meza R, Eisenberg MC. (2017). Correction: Parameter estimation for multistage clonal expansion models from cancer incidence data: A practical identifiability analysis. PLoS computational biology, 13(7)

Kelly MR Jr., Tien JH, Eisenberg MC, Lenhart S. The impact of spatial arrangements on epidemic disease dynamics and intervention strategies. Journal of biological dynamics, (10)

Brouwer AF, Eisenberg MC, Meza R. (2016). Age Effects and Temporal Trends in HPV-Related and HPV-Unrelated Oral Cancer in the United States: A Multistage Carcinogenesis Modeling Analysis. PloS one, 11(3)

Brouwer AF, Meza R, Eisenberg MC. (2017). A Systematic Approach to Determining the Identifiability of Multistage Carcinogenesis Models. Risk analysis : an official publication of the Society for Risk Analysis, 37(7)

Aiello AE, Simanek AM, Eisenberg MC, Walsh AR, Davis B, Volz E, Cheng C, Rainey JJ, Uzicanin A, Gao H, Osgood N, Knowles D, Stanley K, Tarter K, Monto AS. (2016). Design and methods of a social network isolation study for reducing respiratory infection transmission: The eX-FLU cluster randomized trial. Epidemics, (15)

Brouwer AF, Eisenberg MC, Carey TE, Meza R. (2015). Trends in HPV cervical and seroprevalence and associations between oral and genital infection and serum antibodies in NHANES 2003-2012. BMC infectious diseases, (15)

Hayashi MA, Eisenberg MC. (2016). Effects of adaptive protective behavior on the dynamics of sexually transmitted infections. Journal of theoretical biology, (388)

Greene C, Vadlamudi G, Eisenberg M, Foxman B, Koopman J, Xi C. (2015). Fomite-fingerpad transfer efficiency (pick-up and deposit) of Acinetobacter baumannii-with and without a latex glove. American journal of infection control, 43(9)

Alexander KA, Sanderson CE, Marathe M, Lewis BL, Rivers CM, Shaman J, Drake JM, Lofgren E, Dato VM, Eisenberg MC, Eubank S. (2015). What factors might have led to the emergence of Ebola in West Africa?. PLoS neglected tropical diseases, 9(6)

Brouwer AF, Meza R, Eisenberg MC. (2015). Transmission heterogeneity and autoinoculation in a multisite infection model of HPV. Mathematical biosciences, 270(Pt A)

Meshkat N, Sullivant S, Eisenberg M. (2015). Identifiability Results for Several Classes of Linear Compartment Models. Bulletin of mathematical biology, 77(8)

Halloran ME, Vespignani A, Bharti N, Feldstein LR, Alexander KA, Ferrari M, Shaman J, Drake JM, Porco T, Eisenberg JN, Del Valle SY, Lofgren E, Scarpino SV, Eisenberg MC, Gao D, Hyman JM, Eubank S, Longini IM Jr.. (2014). Ebola: mobility data. Science (New York, N.Y.), 346(6208)

Lofgren ET, Halloran ME, Rivers CM, Drake JM, Porco TC, Lewis B, Yang W, Vespignani A, Shaman J, Eisenberg JN, Eisenberg MC, Marathe M, Scarpino SV, Alexander KA, Meza R, Ferrari MJ, Hyman JM, Meyers LA, Eubank S. (2014). Opinion: Mathematical models: a key tool for outbreak response. Proceedings of the National Academy of Sciences of the United States of America, 111(51)

Tien JH, Shuai Z, Eisenberg MC, van den Driessche P. (2015). Disease invasion on community networks with environmental pathogen movement. Journal of mathematical biology, 70(5)

Eisenberg MC, Hayashi MA. (2014). Determining identifiable parameter combinations using subset profiling. Mathematical biosciences, (256)

Eisenberg MC, Kujbida G, Tuite AR, Fisman DN, Tien JH. (2013). Examining rainfall and cholera dynamics in Haiti using statistical and dynamic modeling approaches. Epidemics, 5(4)

Eisenberg MC, Robertson SL, Tien JH. (2013). Identifiability and estimation of multiple transmission pathways in cholera and waterborne disease. Journal of theoretical biology, (324)

Eisenberg MC, Shuai Z, Tien JH, van den Driessche P. (2013). A cholera model in a patchy environment with water and human movement. Mathematical biosciences, 246(1)

Robertson SL, Eisenberg MC, Tien JH. Heterogeneity in multiple transmission pathways: modelling the spread of cholera and other waterborne disease in networks with a common water source. Journal of biological dynamics, (7)

Eisenberg MC, Kim Y, Li R, Ackerman WE, Kniss DA, Friedman A. (2011). Mechanistic modeling of the effects of myoferlin on tumor cell invasion. Proceedings of the National Academy of Sciences of the United States of America, 108(50)

Eisenberg MC, Santini F, Marsili A, Pinchera A, DiStefano JJ 3rd.. (2010). TSH regulation dynamics in central and extreme primary hypothyroidism. Thyroid : official journal of the American Thyroid Association, 20(11)

Eisenberg M, Distefano JJ. (2009). TSH-based protocol, tablet instability, and absorption effects on L-T4 bioequivalence. Thyroid : official journal of the American Thyroid Association, 19(2)

Eisenberg M, Samuels M, DiStefano JJ 3rd.. (2008). Extensions, validation, and clinical applications of a feedback control system simulator of the hypothalamo-pituitary-thyroid axis. Thyroid : official journal of the American Thyroid Association, 18(10)

Eisenberg M, Samuels M, DiStefano JJ 3rd.. (2006). L-T4 bioequivalence and hormone replacement studies via feedback control simulations. Thyroid : official journal of the American Thyroid Association, 16(12)

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