Guanhua Chen

According to our database, Guanhua Chen authored at least 15 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fair prediction of 2-year stroke risk in patients with atrial fibrillation.

Jifan Gao, Philip Mar, Zheng-Zheng Tang, Guanhua Chen

J. Am. Medical Informatics Assoc., 2024

An effective framework for estimating individualized treatment rules.

Joowon Lee, Jared D. Huling, Guanhua Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine.

Timothy Bergquist, Thomas Schaffter, Yao Yan, Thomas Yu, Justin Prosser, Jifan Gao, Guanhua Chen, Lukasz Charzewski, Zofia Nawalany, Ivan Brugere, Renata Retkute, Alidivinas Prusokas, Augustinas Prusokas, Yonghwa Choi, Sanghoon Lee, Junseok Choe, Inggeol Lee, Sunkyu Kim, Jaewoo Kang, Sean D. Mooney, Justin Guinney

J. Am. Medical Informatics Assoc., December, 2023

A hybrid system to understand the relations between assessments and plans in progress notes.

Jifan Gao, Shilu He, Junjie Hu, Guanhua Chen

J. Biomed. Informatics, May, 2023

2022

Meta-analysis of individualized treatment rules via sign-coherency.

Jay Jojo Cheng, Jared D. Huling, Guanhua Chen

Proceedings of the Machine Learning for Health, 2022

2021

A Comparison of Expert Ratings and Marker-Less Hand Tracking Along OSATS-Derived Motion Scales.

David P. Azari, Brady L. Miller, Brian V. Le, Jacob A. Greenberg, Reginald C. Bruskewitz, Kristin L. Long, Guanhua Chen, Robert G. Radwin

IEEE Trans. Hum. Mach. Syst., 2021

Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population.

Rui Chen, Jared D. Huling, Guanhua Chen, Menggang Yu

CoRR, 2021

2017

Calibration drift in regression and machine learning models for acute kidney injury.

Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Edward D. Siew, Michael E. Matheny

J. Am. Medical Informatics Assoc., 2017

A general framework for association analysis of microbial communities on a taxonomic tree.

Zheng-Zheng Tang, Guanhua Chen, Alexander V. Alekseyenko, Hongzhe Li

Bioinform., 2017

Machine Learning Models to Predict Readmission for Patients with Cirrhosis.

Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny

Proceedings of the AMIA 2017, 2017

Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality.

Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny

Proceedings of the AMIA 2017, 2017

2016

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data.

Guanhua Chen, Yufeng Liu, Dinggang Shen, Michael R. Kosorok

Stat. Anal. Data Min., 2016

PERMANOVA-S: association test for microbial community composition that accommodates confounders and multiple distances.

Zheng-Zheng Tang, Guanhua Chen, Alexander V. Alekseyenko

Bioinform., 2016

Calibration Drift of Clinical Prediction Models Across Modeling Methods.

Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny

Proceedings of the Summit on Clinical Research Informatics, 2016

2009

LD-Spline: Mapping SNPs on genotyping platforms to genomic regions using patterns of linkage disequilibrium.

William S. Bush, Guanhua Chen, Eric Torstenson, Marylyn D. Ritchie

BioData Min., 2009