Howard H. Chang

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2022 J jnl
Optimizing laboratory-based surveillance networks for monitoring multi-genotype or multi-serotype infections.
PLoS Comput. Biol.
Qu Cheng, Philip A. Collender, Alexandra K. Heaney, Aidan Mcloughlin, Yang Yang, Yuzi Zhang, Jennifer R. Head, Rohini Dasan, Song Liang, Qiang Lv, Yaqiong Liu, Changhong Yang, Howard H. Chang, Lance A. Waller, Jon Zelner, Joseph A. Lewnard, Justin V. Remais
2021 J jnl
Imputing Satellite-Derived Aerosol Optical Depth Using a Multi-Resolution Spatial Model and Random Forest for PM2.5 Prediction.
Remote. Sens.
Behzad Kianian, Yang Liu, Howard H. Chang
2020 J jnl
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.
J. Am. Medical Informatics Assoc.
Rui Duan, Mary Regina Boland, Zixuan Liu, Yue Liu, Howard H. Chang, Hua Xu, Haitao Chu, Christopher H. Schmid, Christopher B. Forrest, John H. Holmes, Martijn J. Schuemie, Jesse A. Berlin, Jason H. Moore, Yong Chen
2020 J jnl
Learning from local to global: An efficient distributed algorithm for modeling time-to-event data.
J. Am. Medical Informatics Assoc.
Rui Duan, Chongliang Luo, Martijn J. Schuemie, Jiayi Tong, C. Jason Liang, Howard H. Chang, Mary Regina Boland, Jiang Bian, Hua Xu, John H. Holmes, Christopher B. Forrest, Sally C. Morton, Jesse A. Berlin, Jason H. Moore, Kevin B. Mahoney, Yong Chen
2020 J jnl
The DIOS framework for optimizing infectious disease surveillance: Numerical methods for simulation and multi-objective optimization of surveillance network architectures.
PLoS Comput. Biol.
Qu Cheng, Philip A. Collender, Alexandra K. Heaney, Xintong Li, Rohini Dasan, Charles Li, Joseph A. Lewnard, Jonathan L. Zelner, Song Liang, Howard H. Chang, Lance A. Waller, Benjamin A. Lopman, Changhong Yang, Justin V. Remais
2018 J jnl
A longitudinal feature selection method identifies relevant genes to distinguish complicated injury and uncomplicated injury over time.
BMC Medical Informatics Decis. Mak.
Suyan Tian, Chi Wang, Howard H. Chang
2018 J jnl
To select relevant features for longitudinal gene expression data by extending a pathway analysis method.
F1000Research
Suyan Tian, Chi Wang, Howard H. Chang
2017 J jnl
Dynamic communicability and epidemic spread: a case study on an empirical dynamic contact network.
J. Complex Networks
Isabel Chen, Michele Benzi, Howard H. Chang, Vicki Stover Hertzberg
2016 J jnl
A Bioequivalence Test by the Direct Comparison of Concentration-versus-Time Curves Using Local Polynomial Smoothers.
Comput. Math. Methods Medicine
Suyan Tian, Howard H. Chang, Dana Orange, Jingkai Gu, Mayte Suárez-Fariñas
2016 J jnl
Dynamic communicability and epidemic spread: a case study on an empirical dynamic contact network.
CoRR
Isabel Chen, Michele Benzi, Howard H. Chang, Vicki Stover Hertzberg
2014 J jnl
Multi-TGDR, a multi-class regularization method, identifies the metabolic profiles of hepatocellular carcinoma and cirrhosis infected with hepatitis B or hepatitis C virus.
BMC Bioinform.
Suyan Tian, Howard H. Chang, Chi Wang, Jing Jiang, Xiaomei Wang, Junqi Niu
2013 J jnl
Spatially-Explicit Simulation Modeling of Ecological Response to Climate Change: Methodological Considerations in Predicting Shifting Population Dynamics of Infectious Disease Vectors.
ISPRS Int. J. Geo Inf.
Radhika Dhingra, Violeta Jimenez, Howard H. Chang, Manoj Gambhir, Joshua S. Fu, Yang Liu, Justin V. Remais