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2020 – today
- 2022
[j10]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:
Optimizing laboratory-based surveillance networks for monitoring multi-genotype or multi-serotype infections. PLoS Comput. Biol. 18(9): 1010575 (2022)- 2021
- [j9]Behzad Kianian, Yang Liu, Howard H. Chang:
Imputing Satellite-Derived Aerosol Optical Depth Using a Multi-Resolution Spatial Model and Random Forest for PM2.5 Prediction. Remote. Sens. 13(1): 126 (2021) - 2020
- [j8]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:
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm. J. Am. Medical Informatics Assoc. 27(3): 376-385 (2020) - [j7]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:
Learning from local to global: An efficient distributed algorithm for modeling time-to-event data. J. Am. Medical Informatics Assoc. 27(7): 1028-1036 (2020) - [j6]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:
The DIOS framework for optimizing infectious disease surveillance: Numerical methods for simulation and multi-objective optimization of surveillance network architectures. PLoS Comput. Biol. 16(12) (2020)
2010 – 2019
- 2018
- [j5]Suyan Tian, Chi Wang, Howard H. Chang:
A longitudinal feature selection method identifies relevant genes to distinguish complicated injury and uncomplicated injury over time. BMC Medical Informatics Decis. Mak. 18(S-5): 89-96 (2018) - [i2]Suyan Tian, Chi Wang, Howard H. Chang:
To select relevant features for longitudinal gene expression data by extending a pathway analysis method. F1000Research 7: 1166 (2018) - 2017
- [j4]Isabel Chen, Michele Benzi, Howard H. Chang, Vicki Stover Hertzberg:
Dynamic communicability and epidemic spread: a case study on an empirical dynamic contact network. J. Complex Networks 5(2): 274-302 (2017) - 2016
- [j3]Suyan Tian, Howard H. Chang, Dana Orange, Jingkai Gu, Mayte Suárez-Fariñas:
A Bioequivalence Test by the Direct Comparison of Concentration-versus-Time Curves Using Local Polynomial Smoothers. Comput. Math. Methods Medicine 2016: 4680642:1-4680642:6 (2016) - [i1]Isabel Chen, Michele Benzi, Howard H. Chang, Vicki Stover Hertzberg:
Dynamic communicability and epidemic spread: a case study on an empirical dynamic contact network. CoRR abs/1601.07586 (2016) - 2014
- [j2]Suyan Tian, Howard H. Chang, Chi Wang, Jing Jiang, Xiaomei Wang, Junqi Niu:
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. 15: 97 (2014) - 2013
- [j1]Radhika Dhingra, Violeta Jimenez, Howard H. Chang, Manoj Gambhir, Joshua S. Fu, Yang Liu, Justin V. Remais:
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. 2(3): 645-664 (2013)
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