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2020 – today
- 2024
[j10]Mochuan Liu, Yuanjia Wang, Haoda Fu, Donglin Zeng:
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls. J. Mach. Learn. Res. 25: 128:1-128:64 (2024)- [c8]Daiqi Gao, Yuanjia Wang, Donglin Zeng:
Fusing Individualized Treatment Rules Using Secondary Outcomes. AISTATS 2024: 712-720 - [i4]Xingche Guo, Donglin Zeng, Yuanjia Wang:
Reinforcement Learning with Hidden Markov Models for Discovering Decision-Making Dynamics. CoRR abs/2401.13929 (2024) - 2023
- [j9]Haixu Ma, Donglin Zeng, Yufeng Liu:
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments. J. Mach. Learn. Res. 24: 102:1-102:48 (2023) - [i3]Daiqi Gao, Yufeng Liu, Donglin Zeng:
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with High Dimensional Features. CoRR abs/2301.12553 (2023) - 2022
- [j8]Daiqi Gao, Yufeng Liu, Donglin Zeng:
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials. J. Mach. Learn. Res. 23: 250:1-250:42 (2022) - [c7]Haixu Ma, Donglin Zeng, Yufeng Liu:
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion. NeurIPS 2022 - 2021
- [j7]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:
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. IEEE J. Biomed. Health Informatics 25(8): 2866-2876 (2021) - [c6]Yuan Chen, Wenbo Fei, Qinxia Wang, Donglin Zeng, Yuanjia Wang:
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model. NeurIPS 2021: 27747-27760 - 2020
- [j6]Sarah E. Shelton, Jodi Stone, Fei Gao, Donglin Zeng, Paul A. Dayton:
Microvascular Ultrasonic Imaging of Angiogenesis Identifies Tumors in a Murine Spontaneous Breast Cancer Model. Int. J. Biomed. Imaging 2020: 7862089:1-7862089:10 (2020) - [c5]Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang:
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment. NeurIPS 2020 - [i2]Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang:
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments. CoRR abs/2011.00094 (2020)
2010 – 2019
- 2019
- [i1]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:
High dimensional precision medicine from patient-derived xenografts. CoRR abs/1912.06667 (2019) - 2018
- [c4]Xuan Zhou, Yuanjia Wang, Donglin Zeng:
Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options. DSAA 2018: 565-574 - 2017
- [j5]Zhongkai Liu, Rui Song, Donglin Zeng, Jiajia Zhang:
Principal components adjusted variable screening. Comput. Stat. Data Anal. 110: 134-144 (2017) - 2016
- [j4]Yuanjia Wang, Tianle Chen, Donglin Zeng:
Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes. J. Mach. Learn. Res. 17: 167:1-167:37 (2016) - [c3]Yuanjia Wang, Peng Wu, Ying Liu, Chunhua Weng, Donglin Zeng:
Learning Optimal Individualized Treatment Rules from Electronic Health Record Data. ICHI 2016: 65-71
2000 – 2009
- 2008
- [j3]François Budin, Donglin Zeng, Arpita Ghosh, Elizabeth Bullitt:
Preventing facial recognition when rendering MR images of the head in three dimensions. Medical Image Anal. 12(3): 229-239 (2008) - 2006
- [j2]Elodia B. Cole, Etta D. Pisano, Gregory J. Clary, Donglin Zeng, Marcia Koomen, Cherie M. Kuzmiak, Bo Kyoung Seo, Yeonhee Lee, Dag Pavic:
A comparative study of mobile electronic data entry systems for clinical trials data collection. Int. J. Medical Informatics 75(10-11): 722-729 (2006) - [c2]Elizabeth Bullitt, Nancy U. Lin, Matthew G. Ewend, Donglin Zeng, Eric P. Winer, Lisa A. Carey, J. Keith Smith:
Tumor Therapeutic Response and Vessel Tortuosity: Preliminary Report in Metastatic Breast Cancer. MICCAI (2) 2006: 561-568 - 2005
- [c1]Bénédicte Mortamet, Donglin Zeng, Guido Gerig, Marcel Prastawa, Elizabeth Bullitt:
Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database. MICCAI 2005: 383-391
1990 – 1999
- 1999
- [j1]Ge Lin, Donglin Zeng:
Spatial Clusters of Diseases: Remodeling the Concept. Ann. GIS 5(2): 175-180 (1999)
Coauthor Index
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