Zhaonan Sun  Zhaonan Sun photo       

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash3245

links

Professional Associations

Professional Associations:  American Medical Informatics Association  |  American Statistical Association


2017

An Exploration of Latent Structure in Observational Huntington s Disease Studies
Soumya Ghosh, Zhaonan Sun, Ying Li, Yu Cheng, Amrita Mohan, Cristina Sampaio, Jianying Hu
AMIA Summits on Translational Science Proceedings 2017


2016

Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems
Li, Ying and Zhang, Ping and Sun, Zhaonan and Hu, Jianying
American Medical Informatics Association Summit on Clinical Research Informatics(AMIA)., 2016
Abstract

Bayesian inference with historical data-based informative priors improves detection of differentially expressed genes
Li, Ben and Sun, Zhaonan and He, Qing and Zhu, Yu and Qin, Zhaohui S
Bioinformatics 32(5), 682--689, Oxford Univ Press, 2016
Abstract

Deep State Space Models for Computational Phenotyping
Ghosh, Soumya and Cheng, Yu and Sun, Zhaonan
Healthcare Informatics (ICHI), 2016 IEEE International Conference on, pp. 399--402
Abstract


2015

LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management
Sun, Zhaonan and Wang, Fei and Hu, Jianying
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1145--1154, 2015
Abstract


2014

Statistical calibration and differential gene expression analysis of RNA-Seq data
Sun, Zhaonan
Ph.D. Thesis, 2014
Abstract

Statistical calibration of qRT-PCR, microarray and RNA-Seq gene expression data with measurement error models
Sun, Zhaonan and Kuczek, Thomas and Zhu, Yu and others
The Annals of Applied Statistics 8(2), 1022--1044, Institute of Mathematical Statistics, 2014
Abstract

Quantification of uncertainty in estimated nitrate-N loads in agricultural watersheds
Jiang, Yan and Frankenberger, Jane R and Bowling, Laura C and Sun, Zhaonan
Journal of Hydrology519, 106--116, Elsevier, 2014
Abstract


2013

Model-Based Methods for Transcript Expression-Level Quantification in RNA-Seq
SUN, ZHAONAN and WU, HAN and QIN, ZHAOHUI and ZHU, YU
Advances in Statistical Bioinformatics: Models and Integrative Inference for High-Throughput Data, 105, Cambridge University Press, 2013
Abstract


2012

Systematic comparison of RNA-Seq normalization methods using measurement error models
Sun, Zhaonan and Zhu, Yu
Bioinformatics 28(20), 2584--2591, Oxford Univ Press, 2012
Abstract


2010

Multiple kernel learning and the SMO algorithm
Sun, Zhaonan and Ampornpunt, Nawanol and Varma, Manik and Vishwanathan, Svn
Advances in neural information processing systems, pp. 2361--2369, 2010
Abstract