Sheng Luo

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All published works

Action	Title	Year	Authors
+ PDF Chat	Power and sample size calculation for multivariate longitudinal trials using the longitudinal rank sum test	2025	Dhrubajyoti Ghosh Xiaoming Xu Sheng Luo
+	A novel longitudinal rank-sum test for multiple primary endpoints in clinical trials: Applications to neurodegenerative disorders	2025	Xiaoming Xu Dhrubajyoti Ghosh Sheng Luo
+ PDF Chat	'No' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue	2024	R. S. Gao X. J. Wu Sheng Luo Cheon Goo Han Feng Liu
+ PDF Chat	A novel longitudinal rank-sum test for multiple primary endpoints in clinical trials: Applications to neurodegenerative disorders	2024	Xiaoming Xu Dhrubajyoti Ghosh Sheng Luo
+ PDF Chat	A non-parametric U-statistic testing approach for multi-arm clinical trials with multivariate longitudinal data	2024	Dhrubajyoti Ghosh Sheng Luo
+ PDF Chat	VLST: Virtual Lung Screening Trial for Lung Cancer Detection Using Virtual Imaging Trial.	2024	Fakrul Islam Tushar Liesbeth Vancoillie Cindy McCabe Amar Kavuri Lavsen Dahal Brian P. Harrawood Milo Fryling Mojtaba Zarei Saman Sotoudeh‐Paima Fong Chi Ho
+	Projection-based two-sample inference for sparsely observed multivariate functional data	2024	Salil Koner Sheng Luo
+	Bayesian inference and dynamic prediction for multivariate longitudinal and survival data	2023	Haotian Zou Donglin Zeng Luo Xiao Sheng Luo
+ PDF Chat	A rank-based test for clinical trials with multivariate longitudinal outcomes	2023	Xiaoming Xu Dhrubajyoti Ghosh Sheng Luo
+ PDF Chat	Multivariate functional mixed model with MRI data: An application to Alzheimer's disease	2023	Haotian Zou Luo Xiao Donglin Zeng Sheng Luo
+	Probabilistic-Bits based on Ferroelectric Field-Effect Transistors for Stochastic Computing	2023	Sheng Luo Yihan He Baofang Cai Xiao Gong Gengchiau Liang
+	Projection-based two-sample inference for sparsely observed multivariate functional data	2023	Salil Koner Sheng Luo
+	Stochastic representation for solutions of a system of coupled HJB-Isaacs equations with integral-partial operators	2023	Sheng Luo Wenqiang Li Xun Li Qingmeng Wei
+	Real Space Characterization of Nonlinear Hall Effect in Confined Directions	2023	Sheng Luo Chuang‐Han Hsu Guoqing Chang Arun Bansil Hsin Lin Gengchiau Liang
+	Power and sample size calculation of two-sample projection-based testing for sparsely observed functional data	2023	Salil Koner Sheng Luo
+	Ground-State Probabilistic Logic with the Simplest Binary Energy Landscape for Probabilistic Computing	2023	Yihan He Sheng Luo Chao Fang Gengchiau Liang
+	Deep learning for the dynamic prediction of multivariate longitudinal and survival data	2022	Jeffrey Lin Sheng Luo
+	Bayesian inference and dynamic prediction of multivariate joint model with functional data: An application to Alzheimer's disease	2021	Haotian Zou Kan Li Donglin Zeng Sheng Luo
+ PDF Chat	Joint model for survival and multivariate sparse functional data with application to a study of Alzheimer's Disease	2021	Cai Li Luo Xiao Sheng Luo
+ PDF Chat	Functional survival forests for multivariate longitudinal outcomes: Dynamic prediction of Alzheimer’s disease progression	2020	Jeffrey Lin Kan Li Sheng Luo
+	Fast covariance estimation for multivariate sparse functional data	2020	Cai Li Luo Xiao Sheng Luo
+	Dynamic prediction using joint models of longitudinal and recurrent event data: a Bayesian perspective	2019	Xuehan Ren Jue Wang Sheng Luo
+ PDF Chat	Developing and Validating Risk Assessment Models of Clinical Outcomes in Modern Oncology	2019	Susan Halabi Cai Li Sheng Luo
+ PDF Chat	A Bayesian approach for individual‐level drug benefit‐risk assessment	2019	Kan Li Sheng Luo Sammy Yuan Shahrul Mt‐Isa
+ PDF Chat	Bayesian functional joint models for multivariate longitudinal and time-to-event data	2018	Kan Li Sheng Luo
+ PDF Chat	Bayesian quantile regression joint models: Inference and dynamic predictions	2018	Ming Yang Sheng Luo Stacia M. DeSantis
+ PDF Chat	Periodic benefit-risk assessment using Bayesian stochastic multi-criteria acceptability analysis	2018	Kan Li Shuai Yuan William Yang Wang Shuyan Sabrina Wan Paulette Ceesay Joseph F. Heyse Shahrul Mt‐Isa Sheng Luo
+	Fast Covariance Estimation for Multivariate Sparse Functional Data	2018	Cai Li Luo Xiao Sheng Luo
+	Dynamic prediction for multiple repeated measures and event time data: An application to Parkinson’s disease	2017	Jue Wang Sheng Luo Liang Li
+ PDF Chat	Bayesian regression model for recurrent event data with event-varying covariate effects and event effect	2017	Li‐An Lin Sheng Luo Barry R. Davis
+ PDF Chat	Dynamic predictions in Bayesian functional joint models for longitudinal and time-to-event data: An application to Alzheimer’s disease	2017	Kan Li Sheng Luo
+ PDF Chat	Functional joint model for longitudinal and time-to-event data: an application to Alzheimer's disease	2017	Kan Li Sheng Luo
+ PDF Chat	Bayesian hierarchical joint modeling using skew-normal/independent distributions	2017	Geng Chen Sheng Luo
+ PDF Chat	Empirical likelihood for quantile regression models with response data missing at random	2017	Sheng Luo Shuxia Pang
+	Robust Bayesian Hierarchical Model Using Monte-Carlo Simulation	2017	Geng Chen Sheng Luo
+	Dynamic Prediction of Renal Failure Using Longitudinal Biomarkers in a Cohort Study of Chronic Kidney Disease	2016	Liang Li Sheng Luo Bo Hu Tom Greene
+ PDF Chat	Joint modeling of longitudinal zero-inflated count and time-to-event data: A Bayesian perspective	2016	Huirong Zhu Stacia M. DeSantis Sheng Luo
+ PDF Chat	Analysis of censored longitudinal data with skewness and a terminal event	2016	Xiao Su Sheng Luo
+ PDF Chat	A hidden Markov model approach to analyze longitudinal ternary outcomes when some observed states are possibly misclassified	2016	Julia S. Benoit Wenyaw Chan Sheng Luo Hung‐Wen Yeh Rachelle S. Doody
+	Analysis of censored longitudinal data with skewness and dependent censoring	2016	Xiao Su Sheng Luo
+	Dynamic Prediction for Multiple Repeated Measures and Event Time Data: An Application to Parkinson's Disease	2016	Jue Wang Sheng Luo Liang Li
+ PDF Chat	Robust Bayesian hierarchical model using normal/independent distributions	2015	Geng Chen Sheng Luo
+ PDF Chat	Bayesian analysis of multi-type recurrent events and dependent termination with nonparametric covariate functions	2015	Li‐An Lin Sheng Luo Bingshu E. Chen Barry R. Davis
+ PDF Chat	Augmented Beta rectangular regression models: A Bayesian perspective	2015	Jue Wang Sheng Luo
+ PDF Chat	Zero-inflated count models for longitudinal measurements with heterogeneous random effects	2015	Huirong Zhu Sheng Luo Stacia M. DeSantis
+ PDF Chat	Bayesian multivariate augmented Beta rectangular regression models for patient-reported outcomes and survival data	2015	Jue Wang Sheng Luo
+ PDF Chat	Simultaneous inference of a misclassified outcome and competing risks failure time data	2015	Sheng Luo Xiao Su Min Yi Kelly K. Hunt
+	Zero-inflated Poisson and negative binomial models for longitudinal measures with heterogeneous random effects	2015	Haiyuan Zhu Sheng Luo Stacia M. DeSantis
+ PDF Chat	An Empirical Bayes Method for Multivariate Meta-analysis with an Application in Clinical Trials	2014	Yong Chen Sheng Luo Haitao Chu Xiao Su Lei Nie
+ PDF Chat	Joint model for a diagnostic test without a gold standard in the presence of a dependent terminal event	2014	Sheng Luo Xiao Su Stacia M. DeSantis Xuelin Huang Min Yi Kelly K. Hunt
+	mmeta: An R Package for Multivariate Meta-Analysis.	2014	Sheng Luo Yong Chen Xiao Su Haitao Chu
+ PDF Chat	Joint analysis of stochastic processes with application to smoking patterns and insomnia	2013	Sheng Luo
+ PDF Chat	Joint modeling of multivariate longitudinal measurements and survival data with applications to Parkinson’s disease	2013	Bo He Sheng Luo
+ PDF Chat	Bayesian Inference on Risk Differences: An Application to Multivariate Meta-Analysis of Adverse Events in Clinical Trials	2013	Yong Chen Sheng Luo Haitao Chu Peng Wei
+ PDF Chat	Robust Bayesian inference for multivariate longitudinal data by using normal/independent distributions	2013	Sheng Luo Junsheng Ma Karl Kieburtz
+ PDF Chat	Bayesian multiple imputation for missing multivariate longitudinal data from a Parkinson's disease clinical trial	2012	Sheng Luo Andrew Lawson Bo He Jordan J. Elm Barbara C. Tilley
+ PDF Chat	A Bayesian model for misclassified binary outcomes and correlated survival data with applications to breast cancer	2012	Sheng Luo Min Yi Xuelin Huang Kelly K. Hunt
+	mmeta: Multivariate Meta-Analysis	2012	Sheng Luo Yong Chen Xiao Su Haitao Chu
+ PDF Chat	Binomial regression with a misclassified covariate and outcome	2012	Sheng Luo Wenyaw Chan Michelle A. Detry Paul J. Massman Rachelle S. Doody
+ PDF Chat	Bayesian analysis on meta-analysis of case-control studies accounting for within-study correlation	2011	Yong Chen Haitao Chu Sheng Luo Lei Nie Sining Chen
+	A few remarks on ‘Statistical distribution of the difference of two proportions’ by Nadarajah and Kotz, <i>Statistics in Medicine</i> 2007; <b>26</b>(18):3518–3523	2011	Yong Chen Sheng Luo
+ PDF Chat	Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes	2009	Nilanjan Chatterjee Yi‐Hau Chen Sheng Luo Raymond J. Carroll
+ PDF Chat	Bayesian Inference for Smoking Cessation with a Latent Cure State	2009	Sheng Luo Ciprian M. Crainiceanu Thomas A. Louis Nilanjan Chatterjee
+ PDF Chat	Analysis of Smoking Cessation Patterns Using a Stochastic Mixed-Effects Model With a Latent Cured State	2008	Sheng Luo Ciprian M. Crainiceanu Thomas A. Louis Nilanjan Chatterjee

Common Coauthors

Coauthor	Papers Together
Kan Li	7
Yong Chen	6
Dhrubajyoti Ghosh	6
Xiao Su	6
Haitao Chu	5
Stacia M. DeSantis	5
Luo Xiao	5
Cai Li	4
Gengchiau Liang	3
Donglin Zeng	3
Kelly K. Hunt	3
Min Yi	3
Xiaoming Xu	3
Nilanjan Chatterjee	3
Haotian Zou	3
Salil Koner	3
Jeffrey Lin	2
Li‐An Lin	2
Wenyaw Chan	2
Ciprian M. Crainiceanu	2
Xuelin Huang	2
Shahrul Mt‐Isa	2
Jue Wang	2
Jue Wang	2
Huirong Zhu	2
Bo He	2
Lei Nie	2
Rachelle S. Doody	2
Thomas A. Louis	2
Barry R. Davis	2
Liang Li	2
Kyle J. Lafata	1
Susan Halabi	1
Xuehan Ren	1
Amar Kavuri	1
Paul J. Massman	1
X. J. Wu	1
Guoqing Chang	1
Michelle A. Detry	1
Lavsen Dahal	1
Bo Hu	1
Ehsan Abadi	1
Feng Liu	1
Hung‐Wen Yeh	1
R. S. Gao	1
Milo Fryling	1
Xun Li	1
Wenqiang Li	1
Liang Li	1
Jue Wang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Joint modelling of longitudinal measurements and event time data	2000	Robert Henderson	16
+	Analysis of interval‐grouped recurrent‐event data using piecewise constant rate functions	1998	Jerald F. Lawless Min Zhan	12
+	Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data	2011	Dimitris Rizopoulos	12
+	Functional Data Analysis for Sparse Longitudinal Data	2005	Fang Yao Hans‐Georg Müller Jane-Ling Wang	10
+ PDF Chat	Combining Dynamic Predictions From Joint Models for Longitudinal and Time-to-Event Data Using Bayesian Model Averaging	2014	Dimitris Rizopoulos Laura A. Hatfield Bradley P. Carlin Johanna J.M. Takkenberg	10
+	A Joint Model for Survival and Longitudinal Data Measured with Error	1997	Michael Wulfsohn Anastasios A. Tsiatis	10
+	The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo	2014	Matthew D. Homan Andrew Gelman	10
+ PDF Chat	Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains	2017	Clara Happ-Kurz Sonja Greven	9
+	Joint Analysis of Correlated Repeated Measures and Recurrent Events Processes in the Presence of Death, with Application to a Study on Acquired Immune Deficiency Syndrome	2008	Lei Liu Xuelin Huang	9
+	Bayesian Methods for Data Analysis	2008	Bradley P. Carlin Thomas A. Louis	9
+ PDF Chat	Bayesian Measures of Model Complexity and Fit	2002	David J. Spiegelhalter Nicola Best Bradley P. Carlin Angelika van der Linde	8
+	A simple method to estimate the time-dependent receiver operating characteristic curve and the area under the curve with right censored data	2016	Liang Li Tom Greene Bo Hu	8
+	Bayesian methods for latent trait modelling of longitudinal data	2007	David B. Dunson	8
+ PDF Chat	Joint modeling of multivariate longitudinal measurements and survival data with applications to Parkinson’s disease	2013	Bo He Sheng Luo	7
+ PDF Chat	Misspecifying the Shape of a Random Effects Distribution: Why Getting It Wrong May Not Matter	2011	Charles E. McCulloch John Neuhaus	7
+	Bayes Factors	1995	Robert E. Kass Adrian E. Raftery	7
+ PDF Chat	Bayesian Methods for Data Analysis	2010	Robert E. Weiss	7
+ PDF Chat	Quantifying and Comparing Dynamic Predictive Accuracy of Joint Models for Longitudinal Marker and Time-to-Event in Presence of Censoring and Competing Risks	2014	Paul Blanche Cécile Proust‐Lima Lucie Loubère Claudine Berr Jean‐François Dartigues Hélène Jacqmin‐Gadda	7
+	Fast covariance estimation for multivariate sparse functional data	2020	Cai Li Luo Xiao Sheng Luo	7
+ PDF Chat	Linear and Nonlinear Mixed-Effects Models for Censored HIV Viral Loads Using Normal/Independent Distributions	2011	Víctor H. Lachos Dipankar Bandyopadhyay Dipak K. Dey	6
+ PDF Chat	Adjusting O'Brien's Test to Control Type I Error for the Generalized Nonparametric Behrens–Fisher Problem	2005	Peng Huang Barbara C. Tilley Robert F. Woolson Stuart R. Lipsitz	6
+	Selecting the Number of Knots for Penalized Splines	2002	David Ruppert	6
+	Estimating Normal Means with a Dirichlet Process Prior	1994	Michael Escobar	6
+ PDF Chat	Functional Regression	2015	Jeffrey S. Morris	6
+	None	2000	David J. Lunn Andrew C. Thomas Nicky Best David J. Spiegelhalter	6
+	Adaptive Rejection Metropolis Sampling within Gibbs Sampling	1995	Walter R. Gilks Nicky Best Keith Tan	6
+	Bayesian Approach for Nonlinear Random Effects Models	1997	Dipak K. Dey Ming‐Hui Chen Hong Chang	6
+	Evaluation of the Bayesian and Maximum Likelihood Approaches in Analyzing Structural Equation Models with Small Sample Sizes	2004	Sik‐Yum Lee Xinyuan Song	6
+ PDF Chat	Dynamic predictions in Bayesian functional joint models for longitudinal and time-to-event data: An application to Alzheimer’s disease	2017	Kan Li Sheng Luo	6
+ PDF Chat	Real‐Time Individual Predictions of Prostate Cancer Recurrence Using Joint Models	2013	Jeremy M. G. Taylor Yongseok Park Donna P. Ankerst Cécile Proust‐Lima Scott Williams Larry L. Kestin Kyoungwha Bae Tom Pickles Howard M. Sandler	6
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	5
+ PDF Chat	Functional Data Analysis	2016	Jane-Ling Wang Jeng‐Min Chiou Hans‐Georg Müller	5
+	Time‐Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker	2000	Patrick J. Heagerty Thomas Lumley Margaret S. Pepe	5
+	Shared parameter models under random effects misspecification	2008	Dimitris Rizopoulos Geert Verbeke Geert Molenberghs	5
+	Joint modelling of accelerated failure time and longitudinal data	2005	Yi‐Kuan Tseng Fushing Hsieh Jane-Ling Wang	5
+	Bayesian Approaches to Joint Cure‐Rate and Longitudinal Models with Applications to Cancer Vaccine Trials	2003	Elizabeth R. Brown Joseph G. Ibrahim	5
+ PDF Chat	Individualized dynamic prediction of prostate cancer recurrence with and without the initiation of a second treatment: Development and validation	2014	Mbéry Sène Jeremy M. G. Taylor James J. Dignam Hélène Jacqmin‐Gadda Cécile Proust‐Lima	5
+ PDF Chat	Multilevel functional principal component analysis	2009	Chongzhi Di Ciprian M. Crainiceanu Brian Caffo Naresh M. Punjabi	5
+	SIMULTANEOUSLY MODELLING CENSORED SURVIVAL DATA AND REPEATEDLY MEASURED COVARIATES: A GIBBS SAMPLING APPROACH	1996	Cheryl L. Faucett Duncan C. Thomas	5
+ PDF Chat	Robustness of the linear mixed model to misspecified error distribution	2006	Hélène Jacqmin‐Gadda Solenne Sibillot Cécile Proust‐Lima Jean‐Michel Molina Rodolphe Thiébaut	5
+	Analysis of Longitudinal Multiple-Source Binary Data Using Generalized Estimating Equations	2004	Liam M. O’Brien Garrett M. Fitzmaurice	5
+	Estimating Bayes Factors via Posterior Simulation with the Laplace—Metropolis Estimator	1997	Steven M. Lewis Adrian E. Raftery	5
+	A bivariate approach to meta‐analysis	1993	Hans C. van Houwelingen Koos Zwinderman Theo Stijnen	4
+	Bayesian P-Splines	2004	Stefan Lang Andreas Brezger	4
+	A Rasch Hierarchical Measurement Model	2001	Kimberly S. Maier	4
+ PDF Chat	Modelling the random effects covariance matrix in longitudinal data	2003	Michael J. Daniels Yan D. Zhao	4
+ PDF Chat	A Bayesian approach to joint analysis of longitudinal measurements and competing risks failure time data	2009	Wenhua Hu Gang Li Ning Li	4
+	Functional Mixed Effects Models	2002	Wensheng Guo	4
+	FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS FOR LONGITUDINAL AND SURVIVAL DATA	2007	Fang Yao	4
+	Robust Locally Weighted Regression and Smoothing Scatterplots	1979	William S. Cleveland	4