<table border="1" cellpadding="0" cellspacing="1"> <tbody> <tr> <td style="text-align: center;"> ---+++ Dandan Liu, <nop>Ph.D. ---+++ Associate Professor </td> <td style="text-align: center;"><img alt="" src="%ATTACHURLPATH%/Liu_Dandan.jpg" width="275" /></td> </tr> <tr> <td><br /> E-mail: dandan dot liu at vanderbilt dot edu <br /> Phone: 615-322-8318 <br /> Fax: 615-343-4924<br /> Office: 11135</td> <td style="text-align: center;">Vanderbilt University School of Medicine <br />Department of Biostatistics<br /> 2525 West End, Ste. 11000<br /> Nashville, TN 37203</td> </tr> </tbody> </table> ---+++ Research Interests * Event history data analysis * Risk prediction, diagnostic and predictive accuracy measures * Applications in cognitive aging and Alzheimer's disease, cardiovascular disease and cancer disease * Statistical methods in Implementation studies * Clinical Trials ---+++ Collaboration * [[EmergencyDepartmentCollaboration][Emergency Department Collaboration]] * [[https://www.vumc.org/vmac/][Vanderbilt Memory and Alzheimer's Center]] ---+++ Education * *PhD, Biostatistics* 2010 University of Michigan * *MA, Statistics* 2005 University of Missouri-Columbia * *BS, Applied Mathematics* 2002 Fudan University, China ---+++ Work Experience * *Postdoctoral Research Fellow*, Fred Hutchinson Cancer Research Center 2010 - 2011 * *Assistant Professor* of Biostatistics, Vanderbilt University 2011 - 2016 * *Assistant Professor* <span style="background-color: transparent;"> of Biostatistics, Vanderbilt University Medical Center 2016 - 2020</span> * *Associate Professor* of Biostatistics, Vanderbilt University Medical Center 2020-present ---+++ Selected Publications 1 <p>Shinall Jr MC, Karlekar M, Martin S, Gatto CL, Misra S, Chung CY, Porayko MK, Scanga AE, Schneider NJ, Ely EW, et al, *Liu D*, Lindsell CJ, Bernard GR. Compass: a pilot trial of an early palliative care intervention for patients with end-stage liver disease. _Journal of pain and symptom management_, 2019, 58(4):614–622.</p> 1 <p>Passiak BS, *Liu D*, Kresge HA, Cambronero FE, Pechman KR, Osborn KE, Gifford KA, Hohman TJ, Schrag MS, Davis LT, et al. Perivascular spaces contribute to cognition beyond other small vessel disease markers. _Neurology_, 2019, 92(12):e1309–e1321.</p> 1 <p><span style="background-color: transparent;">Self WH, *Liu D*, Strayer N, Russ S, Ward MJ, Shapiro NI, Rice TW, and Semler MW. Charge </span><span style="background-color: transparent;">reductions associated with shorter time to recovery in septic shock. _Chest_, 2019, 155(2): 315-321.</span></p> 1 <p><span style="background-color: transparent;"> *Liu D*, Cai T, Lok A, and Zheng Y. Nonparametric maximum likelihood estimators of time-dependent accuracy measures for survival outcome under two-stage sampling designs. _Journal of the American Statistical Association_, 2018, 113(522):882–892.</span></p> 1 <p>Jefferson AL, Cambronero FE, *Liu D*, Moore EE, Neal JE, Terry JG, Nair S, Pechman KR, Rane S, Davis LT, et al. Higher aortic stiffness is related to lower cerebral blood flow and preserved cerebrovascular reactivity in older adults. _Circulation_, 2018, 138(18):1951–1962</p> 1 <p>Fermann GJ, Levy PD, Pang P, Butler J, Ayaz SI, Char D, Dunn P, Jenkins CA, Kampe C, Khan Y, others, *Liu D*, and Collins SP. Design and rationale of a randomized trial of a care transition strategy in patients with acute heart failure discharged from the emergency department: Guided-hf (get with the guidelines in emergency department patients with heart failure). _Circulation: Heart Failure_, 2017, 10(2):e003581.</p> 1 <p> *Liu D*, Zheng Y, Prentice RL and Hsu L. (2014) Projecting Population Risk with Time-to-Event Data. _Journal of the American Statistical Association_ , 2014, 09: 514-524</p> 1 <p> *Liu D*, Kalbfleisch JD and Schaubel DE. (2014) Methods for Estimating Center Effects on Recurrent Events. _Statistics in Bioscience_ <span style="background-color: transparent;">,2014, 6: 19-37</span></p> 1 <p> *Liu D*, Cai T and Zheng Y. Evaluating the Predictive Value of Biomarkers with Stratified Case-Cohort Design. _Biometrics_ <span style="background-color: transparent;">, 2012, 68: 1219-1227</span></p> 1 <p> *Liu D*, Schaubel DE and Kalbfleisch JD. Computationally Efficient Marginal Models for Clustered Recurrent Event Data. _Biometrics_ <span style="background-color: transparent;">, 2012, 68: 637-647</span></p> 1 <p> *Liu D*, Kalbfleisch JD and Schaubel DE. A Positive Stable Frailty Model for Clustered Failure Time Data with Covariate Dependent Frailty. _Biometrics_ <span style="background-color: transparent;">, 2011, 67: 8-17</span></p> 1 <p>Sun J , Sun L and *Liu D*. Regression Analysis of Longitudinal Data in the Presence of Informative Censoring and Observation Times. _Journal of the American Statistical Association_, 2007, 102: 1397-1406. [[%ATTACHURL%/code.zip][code]]</p>
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