Guanhua Chen

23 papers A* 1Misc 2Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable multimodal deep learning models for variable-length sequences in critically ill patients.
J. Biomed. Informatics
Jennifer Martin, Majid Afshar, Askar Safipour Afshar, John R. Caskey, Dmitriy Dligach, Yanjun Gao, Jifan Gao, Guanhua Chen, Anoop M. Mayampurath, Matthew M. Churpek
2026 J jnl
MoMA: a mixture-of-multimodal-agents architecture for enhancing clinical prediction modelling.
npj Digit. Medicine
Jifan Gao, Mahmudur Rahman, John R. Caskey, Madeline Oguss, Ann P. O'Rourke, Randall Brown, Anne Stey, Anoop M. Mayampurath, Matthew M. Churpek, Guanhua Chen, Majid Afshar
2025 J jnl
Evaluating clinical AI summaries with large language models as judges.
npj Digit. Medicine
Emma Croxford, Yanjun Gao, Elliot First, Nicholas Pellegrino, Miranda Schnier, John R. Caskey, Madeline Oguss, Graham Wills, Guanhua Chen, Dmitriy Dligach, Matthew M. Churpek, Anoop M. Mayampurath, Frank J. Liao, Cherodeep Goswami, Karen K. Wong, Brian W. Patterson, Majid Afshar
2025 J jnl
MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling.
CoRR
Jifan Gao, Mahmudur Rahman, John R. Caskey, Madeline Oguss, Ann P. O'Rourke, Randy Brown, Anne Stey, Anoop M. Mayampurath, Matthew M. Churpek, Guanhua Chen, Majid Afshar
2025 J jnl
Multidimensional scaling improves distance-based clustering for microbiome data.
Bioinform.
Guanhua Chen, Xinyue Wang, Qiang Sun, Zheng-Zheng Tang
2024 A* conf
An effective framework for estimating individualized treatment rules.
NeurIPS
Joowon Lee, Jared D. Huling, Guanhua Chen
2024 J jnl
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.
J. Am. Medical Informatics Assoc.
Jifan Gao, Guanhua Chen, Ann P. O'Rourke, John R. Caskey, Kyle A. Carey, Madeline Oguss, Anne Stey, Dmitriy Dligach, Timothy Miller, Anoop M. Mayampurath, Matthew M. Churpek, Majid Afshar
2024 J jnl
Fair prediction of 2-year stroke risk in patients with atrial fibrillation.
J. Am. Medical Informatics Assoc.
Jifan Gao, Philip Mar, Zheng-Zheng Tang, Guanhua Chen
2024 J jnl
Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability.
CoRR
Yanjun Gao, Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy A. Miller, Danielle S. Bitterman, Guanhua Chen, Anoop M. Mayampurath, Matthew M. Churpek, Majid Afshar
2023 J jnl
A hybrid system to understand the relations between assessments and plans in progress notes.
J. Biomed. Informatics
Jifan Gao, Shilu He, Junjie Hu, Guanhua Chen
2023 J jnl
Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine.
J. Am. Medical Informatics Assoc.
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
2022 — conf
Meta-analysis of individualized treatment rules via sign-coherency.
ML4H@NeurIPS
Jay Jojo Cheng, Jared D. Huling, Guanhua Chen
2022 J jnl
Meta-analysis of individualized treatment rules via sign-coherency.
CoRR
Jay Jojo Cheng, Jared D. Huling, Guanhua Chen
2021 J jnl
A Comparison of Expert Ratings and Marker-Less Hand Tracking Along OSATS-Derived Motion Scales.
IEEE Trans. Hum. Mach. Syst.
David P. Azari, Brady L. Miller, Brian V. Le, Jacob A. Greenberg, Reginald C. Bruskewitz, Kristin L. Long, Guanhua Chen, Robert G. Radwin
2021 J jnl
Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population.
CoRR
Rui Chen, Jared D. Huling, Guanhua Chen, Menggang Yu
2017 J jnl
A general framework for association analysis of microbial communities on a taxonomic tree.
Bioinform.
Zheng-Zheng Tang, Guanhua Chen, Alexander V. Alekseyenko, Hongzhe Li
2017 Misc conf
Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality.
AMIA
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny
2017 J jnl
Calibration drift in regression and machine learning models for acute kidney injury.
J. Am. Medical Informatics Assoc.
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Edward D. Siew, Michael E. Matheny
2017 Misc conf
Machine Learning Models to Predict Readmission for Patients with Cirrhosis.
AMIA
Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny
2016 — conf
Calibration Drift of Clinical Prediction Models Across Modeling Methods.
CRI
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny
2016 J jnl
Composite large margin classifiers with latent subclasses for heterogeneous biomedical data.
Stat. Anal. Data Min.
Guanhua Chen, Yufeng Liu, Dinggang Shen, Michael R. Kosorok
2016 J jnl
PERMANOVA-S: association test for microbial community composition that accommodates confounders and multiple distances.
Bioinform.
Zheng-Zheng Tang, Guanhua Chen, Alexander V. Alekseyenko
2009 J jnl
LD-Spline: Mapping SNPs on genotyping platforms to genomic regions using patterns of linkage disequilibrium.
BioData Min.
William S. Bush, Guanhua Chen, Eric Torstenson, Marylyn D. Ritchie