Nonparametric tests for differential gene expression and interaction effects in multi-factorial microarray experiments. - Xin Gao; Peter X. K. Song (BMC Bioinform., 2005)

Transition Dependency: A Gene-Gene Interaction Measure for Times Series Microarray Data. - Xin Gao; Daniel Q. Pu; Peter X. K. Song (EURASIP J. Bioinform. Syst. Biol., 2009)

Computerized decision support system for kidney paired donation program. - Yanhua Chen; Peter X.-K. Song (EMBC, 2011)

On efficient estimation in additive hazards regression with current status data. - Xuewen Lu; Peter X.-K. Song (Comput. Stat. Data Anal., 2012)

Information ratio test for model misspecification on parametric structures in stochastic diffusion models. - Shulin Zhang; Peter X.-K. Song; Daimin Shi; Qian M. Zhou (Comput. Stat. Data Anal., 2012)

Graph-Based Optimization Algorithm and Software on Kidney Exchanges. - Yanhua Chen; Yijiang Li; John D. Kalbfleisch; Yan Zhou; Alan Leichtman; Peter X.-K. Song (IEEE Trans. Biomed. Eng., 2012)

Statistical analysis of discrete-valued time series using categorical ARMA models. - Peter X.-K. Song; R. Keith Freeland; Atanu Biswas; Shulin Zhang (Comput. Stat. Data Anal., 2013)

Achieving semiparametric efficiency bound in longitudinal data analysis with dropouts. - Peisong Han; Peter X.-K. Song; Lu Wang (J. Multivar. Anal., 2015)

EM algorithm in Gaussian copula with missing data. - Wei Ding 007; Peter X.-K. Song (Comput. Stat. Data Anal., 2016)

Fused Lasso Approach in Regression Coefficients Clustering - Learning Parameter Heterogeneity in Data Integration. - Lu Tang 003; Peter X. K. Song (J. Mach. Learn. Res., 2016)

Partially linear single-index proportional hazards model with current status data. - Xuewen Lu; Pooneh Pordeli; Murray D. Burke; Peter X.-K. Song (J. Multivar. Anal., 2016)

KPDGUI: An interactive application for optimization and management of a virtual kidney paired donation program. - Mathieu Bray; Wen Wang; Michael A. Rees; Peter X.-K. Song; Alan Leichtman; Valarie B. Ashby; John D. Kalbfleisch (Comput. Biol. Medicine, 2019)

Fusion learning algorithm to combine partially heterogeneous Cox models. - Lu Tang 003; Ling Zhou; Peter X. K. Song (Comput. Stat., 2019)

Pattern-Based Analysis of Time Series: Estimation. - Elyas Sabeti; Peter X. K. Song; Alfred O. Hero III (ISIT, 2020)

Doubly Distributed Supervised Learning and Inference with High-Dimensional Correlated Outcomes. - Emily C. Hector; Peter X.-K. Song (J. Mach. Learn. Res., 2020)

Distributed simultaneous inference in generalized linear models via confidence distribution. - Lu Tang 003; Ling Zhou; Peter X.-K. Song (J. Multivar. Anal., 2020)

Detection and Prediction of Ovulation From Body Temperature Measured by an In-Ear Wearable Thermometer. - Lan Luo; Xichen She; Jiexuan Cao; Yunlong Zhang; Yijiang Li; Peter X. K. Song (IEEE Trans. Biomed. Eng., 2020)

Data Discovery Using Lossless Compression-Based Sparse Representation. - Elyas Sabeti; Peter X. K. Song; Alfred O. Hero III (ICASSP, 2021)

Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models. - Fei Wang; Ling Zhou; Lu Tang 003; Peter X. K. Song (J. Mach. Learn. Res., 2021)

Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes. - Xichen She; Yaya Zhai; Ricardo Henao; Christopher W. Woods; Christopher Chiu; Geoffrey S. Ginsburg; Peter X. K. Song; Alfred O. Hero III (IEEE Trans. Biomed. Eng., 2021)

Supervised Homogeneity Fusion: a Combinatorial Approach. - Wen Wang; Shihao Wu; Ziwei Zhu; Ling Zhou; Peter X.-K. Song (CoRR, 2022)

Multivariate Functional Kernel Machine Regression and Sparse Functional Feature Selection. - Joseph Naiman; Peter Xuekun Song (Entropy, 2022)

A Pattern Dictionary Method for Anomaly Detection. - Elyas Sabeti; Sehong Oh 002; Peter X. K. Song; Alfred O. Hero III (Entropy, 2022)

A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning. - Spencer Giddens; Yiwang Zhou; Kevin R. Krull; Tara M. Brinkman; Peter X. K. Song; Fang Liu (CoRR, 2023)

Parallel-and-stream accelerator for computationally fast supervised learning. - Emily C. Hector; Lan Luo; Peter X.-K. Song (Comput. Stat. Data Anal., 2023)

Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks. - Lan Shi; Marianthie Wank; Yan Chen; Yibo Wang; Yachuan Liu; Emily C. Hector; Peter X. K. Song (IEEE J. Biomed. Health Informatics, 2023)

Supervised Learning of Physical Activity Features From Functional Accelerometer Data. - Margaret Banker; Peter X. K. Song (IEEE J. Biomed. Health Informatics, 2023)

fastMI: A fast and consistent copula-based nonparametric estimator of mutual information. - Soumik Purkayastha; Peter X.-K. Song (J. Multivar. Anal., 2024)