Donglin Zeng

According to our database1, Donglin Zeng authored at least 20 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Reinforcement Learning with Hidden Markov Models for Discovering Decision-Making Dynamics.
CoRR, 2024

2023
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments.
J. Mach. Learn. Res., 2023

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with High Dimensional Features.
CoRR, 2023

2022
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials.
J. Mach. Learn. Res., 2022

Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion.
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.
IEEE J. Biomed. Health Informatics, 2021

Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model.
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.
Int. J. Biomed. Imaging, 2020

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments.
CoRR, 2020

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment.
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.
CoRR, 2019

2018
Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017
Principal components adjusted variable screening.
Comput. Stat. Data Anal., 2017

2016
Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes.
J. Mach. Learn. Res., 2016

Learning Optimal Individualized Treatment Rules from Electronic Health Record Data.
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.
Medical Image Anal., 2008

2006
A comparative study of mobile electronic data entry systems for clinical trials data collection.
Int. J. Medical Informatics, 2006

Tumor Therapeutic Response and Vessel Tortuosity: Preliminary Report in Metastatic Breast Cancer.
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.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

1999
Spatial Clusters of Diseases: Remodeling the Concept.
Ann. GIS, 1999


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