Donglin Zeng

According to our database, Donglin Zeng authored at least 22 papers between 1999 and 2024.

Collaborative distances:

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

2024

Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls.

Mochuan Liu, Yuanjia Wang, Haoda Fu, Donglin Zeng

J. Mach. Learn. Res., 2024

Reinforcement Learning with Hidden Markov Models for Discovering Decision-Making Dynamics.

Xingche Guo, Donglin Zeng, Yuanjia Wang

CoRR, 2024

Fusing Individualized Treatment Rules Using Secondary Outcomes.

Daiqi Gao, Yuanjia Wang, Donglin Zeng

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments.

Haixu Ma, Donglin Zeng, Yufeng Liu

J. Mach. Learn. Res., 2023

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with High Dimensional Features.

Daiqi Gao, Yufeng Liu, Donglin Zeng

CoRR, 2023

2022

Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials.

Daiqi Gao, Yufeng Liu, Donglin Zeng

J. Mach. Learn. Res., 2022

Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion.

Haixu Ma, Donglin Zeng, Yufeng Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort.

Ayse S. Cakmak, Erick Andres Perez-Alday, Giulia Da Poian, Ali Bahrami Rad, Thomas J. Metzler, Thomas Neylan, Stacey L. House, Francesca L. Beaudoin, Xinming An, Jennifer S. Stevens, Donglin Zeng, Sarah D. Linnstaedt, Tanja Jovanovic, Laura T. Germine, Kenneth A. Bollen, Scott L. Rauch, Christopher A. Lewandowski, Phyllis L. Hendry, Sophia Sheikh, Alan B. Storrow, Paul I. Musey, John P. Haran, Christopher W. Jones, Brittany E. Punches, Robert A. Swor, Nina T. Gentile, Meghan McGrath, Mark J. Seamon, Kamran Mohiuddin, Anna M. Chang, Claire Pearson, Robert M. Domeier, Steven E. Bruce, Brian J. O'Neil, Niels K. Rathlev, Leon D. Sanchez, Robert H. Pietrzak, Jutta Joormann, Deanna M. Barch, Diego A. Pizzagalli, Steven E. Harte, James M. Elliott, Ronald C. Kessler, Karestan C. Koenen, Kerry J. Ressler, Samuel A. McLean, Qiao Li, Gari D. Clifford

IEEE J. Biomed. Health Informatics, 2021

Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model.

Yuan Chen, Wenbo Fei, Qinxia Wang, Donglin Zeng, Yuanjia Wang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Microvascular Ultrasonic Imaging of Angiogenesis Identifies Tumors in a Murine Spontaneous Breast Cancer Model.

Sarah E. Shelton, Jodi Stone, Fei Gao, Donglin Zeng, Paul A. Dayton

Int. J. Biomed. Imaging, 2020

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments.

Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang

CoRR, 2020

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment.

Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

High dimensional precision medicine from patient-derived xenografts.

Naim U. Rashid, Daniel J. Luckett, Jingxiang Chen, Michael T. Lawson, Longshaokan Wang, Yunshu Zhang, Eric B. Laber, Yufeng Liu, Jen Jen Yeh, Donglin Zeng, Michael R. Kosorok

CoRR, 2019

2018

Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options.

Xuan Zhou, Yuanjia Wang, Donglin Zeng

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017

Principal components adjusted variable screening.

Zhongkai Liu, Rui Song, Donglin Zeng, Jiajia Zhang

Comput. Stat. Data Anal., 2017

2016

Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes.

Yuanjia Wang, Tianle Chen, Donglin Zeng

J. Mach. Learn. Res., 2016

Learning Optimal Individualized Treatment Rules from Electronic Health Record Data.

Yuanjia Wang, Peng Wu, Ying Liu, Chunhua Weng, Donglin Zeng

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

2008

Preventing facial recognition when rendering MR images of the head in three dimensions.

François Budin, Donglin Zeng, Arpita Ghosh, Elizabeth Bullitt

Medical Image Anal., 2008

2006

A comparative study of mobile electronic data entry systems for clinical trials data collection.

Elodia B. Cole, Etta D. Pisano, Gregory J. Clary, Donglin Zeng, Marcia Koomen, Cherie M. Kuzmiak, Bo Kyoung Seo, Yeonhee Lee, Dag Pavic

Int. J. Medical Informatics, 2006

Tumor Therapeutic Response and Vessel Tortuosity: Preliminary Report in Metastatic Breast Cancer.

Elizabeth Bullitt, Nancy U. Lin, Matthew G. Ewend, Donglin Zeng, Eric P. Winer, Lisa A. Carey, J. Keith Smith

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005

Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database.

Bénédicte Mortamet, Donglin Zeng, Guido Gerig, Marcel Prastawa, Elizabeth Bullitt

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

1999

Spatial Clusters of Diseases: Remodeling the Concept.

Ge Lin, Donglin Zeng

Ann. GIS, 1999