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Shan Liu

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Papers

Sun X, Wissow L, Liu S. (2025). A decision-analytic method to evaluate the cost-effectiveness of remote monitoring technology for chronic depression. International journal of technology assessment in health care, 40(1)

Lee S, Zabinsky ZB, Liu S. (2025). Optimizing vaccination campaign strategies considering societal characteristics. Health care management science

Rios Casas F, Armitage J, Yuan J, Liu S, Mokdad AH. (2024). Creating the vaccination improvement potential index. Heliyon, 10(14)

Sun X, Liu S, Mock C, Vavilala M, Bulger E, Maine RG. (2024). Unsupervised clustering analysis of trauma/non-trauma centers using hospital features including surgical care. PloS one, 19(8)

Wang Y, Kingwara L, Wagner AD, Yongo N, Hassan SA, Liu S, Oyaro P, Patel RC. (2024). Optimising HIV drug resistance testing laboratory networks in Kenya: insights from systems engineering modelling. BMJ open, 14(4)

Lee S, Zabinsky ZB, Wasserheit JN, Ross JM, Chen S, Liu S. (2024). Impact of Vaccination and Nonpharmaceutical Interventions With Possible COVID-19 Viral Evolutions Using an Agent-Based Simulation. AJPM focus, 3(1)

Dolan SB, Wittenauer R, Njoroge A, Onyango P, Owiso G, Shearer JC, Lober WB, Liu S, Puttkammer N, Rabinowitz P. (2023). Time Utilization Among Immunization Clinics Using an Electronic Immunization Registry (Part 2): Time and Motion Study of Modified User Workflows. JMIR formative research, (7)

Dolan SB, Wittenauer R, Shearer JC, Njoroge A, Onyango P, Owiso G, Lober WB, Liu S, Puttkammer N, Rabinowitz P. (2023). Integration of a Digital Health Intervention Into Immunization Clinic Workflows in Kenya: Qualitative, Realist Evaluation of Technology Usability. JMIR formative research, (7)

Wang Y, Wagner AD, Liu S, Kingwara L, Oyaro P, Brown E, Karauki E, Yongo N, Bowen N, Kiiru J, Hassan S, Patel R. (2023). Using queueing models as a decision support tool in allocating point-of-care HIV viral load testing machines in Kisumu County, Kenya. Health policy and planning

Liu S, Cao KN, Garner AM, Punjabi NM, Pietzsch JB. (2023). Cost-effectiveness of neuromuscular electrical stimulation for the treatment of mild obstructive sleep apnea: an exploratory analysis. International journal of technology assessment in health care, 39(1)

Dolan SB, Burstein R, Shearer JC, Bulula N, Lyons H, Carnahan E, Beylerian E, Thompson J, Puttkammer N, Lober WB, Liu S, Gilbert SS, Werner L, Ryman TK. (2022). Changes in on-time vaccination following the introduction of an electronic immunization registry, Tanzania 2016-2018: interrupted time-series analysis. BMC health services research, 22(1)

Siriruchatanon M, Liu S, Carlucci JG, Enns EA, Duarte HA. (2021). Addressing Pediatric HIV Pretreatment Drug Resistance and Virologic Failure in Sub-Saharan Africa: A Cost-Effectiveness Analysis of Diagnostic-Based Strategies in Children ≥3 Years Old. Diagnostics (Basel, Switzerland), 11(3)

Lee S, Zabinsky ZB, Wasserheit JN, Kofsky SM, Liu S. (2021). COVID-19 Pandemic Response Simulation in a Large City: Impact of Nonpharmaceutical Interventions on Reopening Society. Medical decision making : an international journal of the Society for Medical Decision Making

Rosen T, Ferrante LE, Liu SW, Benton EA, Mulcare MR, Stern ME, Biese K, Hwang U, Sanon M. (2020). Managing Older Adults with Presumed COVID-19 in the Emergency Department: A Rational Approach to Rationing. Journal of the American Geriatrics Society

Pietzsch JB, Richter AK, Randerath W, Steffen A, Liu S, Geisler BP, Wasem J, Biermann-Stallwitz J. (2019). Clinical and Economic Benefits of Upper Airway Stimulation for Obstructive Sleep Apnea in a European Setting. Respiration; international review of thoracic diseases, 98(1)

Wagner AD, Gimbel S, Ásbjörnsdóttir KH, Cherutich P, Coutinho J, Crocker J, Cruz E, Cuembelo F, Cumbe V, Eastment M, Einberg J, Floriano F, Gaitho D, Guthrie BL, John-Stewart G, Kral AH, Lambdin BH, Liu S, Maina M, Manaca N, Matsuzaki M, Mattox L, Mburu N, McClelland RS, Micek MA, Mocumbi AO, Muanido A, Nduati R, Njuguna IN, Oluoch G, Oyiengo LB, Ronen K, Soi C, Wagenaar BH, Wanje G, Wenger LD, Sherr K. (2019). Cascade Analysis: An Adaptable Implementation Strategy Across HIV and Non-HIV Delivery Platforms. Journal of acquired immune deficiency syndromes (1999), (82 Suppl 3)

Gong J, Simon GE, Liu S. (2019). Machine learning discovery of longitudinal patterns of depression and suicidal ideation. PloS one, 14(9)

Wagner AD, Crocker J, Liu S, Cherutich P, Gimbel S, Fernandes Q, Mugambi M, Ásbjörnsdóttir K, Masyuko S, Wagenaar BH, Nduati R, Sherr K. (2019). Making Smarter Decisions Faster: Systems Engineering to Improve the Global Public Health Response to HIV. Current HIV/AIDS reports, 16(4)

Cipriano LE, Liu S, Shahzada KS, Holodniy M, Goldhaber-Fiebert JD. (2018). Economically Efficient Hepatitis C Virus Treatment Prioritization Improves Health Outcomes. Medical decision making : an international journal of the Society for Medical Decision Making, 38(7)

Lin Y, Huang S, Simon GE, Liu S. (2018). Data-based Decision Rules to Personalize Depression Follow-up. Scientific reports, 8(1)

Ho TY, Liu S, Zabinsky ZB. (2019). A Multi-Fidelity Rollout Algorithm for Dynamic Resource Allocation in Population Disease Management. Health care management science, 22(4)

Cipriano LE, Goldhaber-Fiebert JD, Liu S, Weber TA. (2018). Optimal Information Collection Policies in a Markov Decision Process Framework. Medical decision making : an international journal of the Society for Medical Decision Making, 38(7)

Feller-Kopman D, Liu S, Geisler BP, DeCamp MM, Pietzsch JB. (2017). Response to Lee et al. Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer, 12(9)

Feller-Kopman D, Liu S, Geisler BP, DeCamp MM, Pietzsch JB. (2017). Cost-Effectiveness of a Bronchial Genomic Classifier for the Diagnostic Evaluation of Lung Cancer. Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer, 12(8)

Li Y, Huang H, Zabinsky ZB, Liu S. (2016). Optimizing Implementation of Hepatitis C Birth-Cohort Screening and Treatment Strategies: Model-Based Projections. MDM policy & practice, 2(1)

Liu S, Barnett PG, Holodniy M, Lo J, Joyce VR, Gidwani R, Asch SM, Owens DK, Goldhaber-Fiebert JD. (2016). Cost-Effectiveness of Treatments for Genotype 1 Hepatitis C Virus Infection in non-VA and VA Populations. MDM policy & practice, (1)

Lin Y, Huang S, Simon GE, Liu S. (2016). Analysis of depression trajectory patterns using collaborative learning. Mathematical biosciences, (282)

Noblett KL, Dmochowski RR, Vasavada SP, Garner AM, Liu S, Pietzsch JB. (2017). Cost profiles and budget impact of rechargeable versus non-rechargeable sacral neuromodulation devices in the treatment of overactive bladder syndrome. Neurourology and urodynamics, 36(3)

Feeley BT, Liu S, Garner AM, Zhang AL, Pietzsch JB. (2016). The cost-effectiveness of meniscal repair versus partial meniscectomy: A model-based projection for the United States. The Knee, 23(4)

Liu S, Brandeau ML, Goldhaber-Fiebert JD. (2017). Optimizing patient treatment decisions in an era of rapid technological advances: the case of hepatitis C treatment. Health care management science, 20(1)

Pietzsch JB, Liu S, Garner AM, Kezirian EJ, Strollo PJ. (2015). Long-Term Cost-Effectiveness of Upper Airway Stimulation for the Treatment of Obstructive Sleep Apnea: A Model-Based Projection Based on the STAR Trial. Sleep, 38(5)

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