Jiaming Zeng

Jiaming Zeng

Stanford University

H-index: 6

North America-United States

About Jiaming Zeng

Jiaming Zeng, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Natural Language Processing, Causal Inference, Medical Decision Making, Quantifying Uncertainty.

His recent articles reflect a diverse array of research interests and contributions to the field:

Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities

Write it like you see it: Detectable differences in clinical notes by race lead to differential model recommendations

Downstream Fairness Caveats with Synthetic Healthcare Data

Uncovering interpretable potential confounders in electronic medical records

Stress-testing Fairness Mitigation Techniques under Distribution Shift using Synthetic Data

Natural language processing to identify cancer treatments with electronic medical records

Mining Electronic Medical Records for Cancer Treatment Decisions

Developing a machine learning tool for dynamic cancer treatment strategies

Jiaming Zeng Information

University

Position

Department of Management Science and Engineering

Citations(all)

498

Citations(since 2020)

419

Cited By

201

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Jiaming Zeng Skills & Research Interests

Natural Language Processing

Causal Inference

Medical Decision Making

Quantifying Uncertainty

Top articles of Jiaming Zeng

Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities

2023/8/8

Karan Bhanot
Karan Bhanot

H-Index: 0

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Write it like you see it: Detectable differences in clinical notes by race lead to differential model recommendations

2022/7/26

Downstream Fairness Caveats with Synthetic Healthcare Data

arXiv preprint arXiv:2203.04462

2022/3/9

Karan Bhanot
Karan Bhanot

H-Index: 0

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Uncovering interpretable potential confounders in electronic medical records

Nature communications

2022/2/23

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Susan Athey
Susan Athey

H-Index: 49

Stress-testing Fairness Mitigation Techniques under Distribution Shift using Synthetic Data

2018

Karan Bhanot
Karan Bhanot

H-Index: 0

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Natural language processing to identify cancer treatments with electronic medical records

JCO Clinical Cancer Informatics

2021/4

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Imon Banerjee
Imon Banerjee

H-Index: 14

Mining Electronic Medical Records for Cancer Treatment Decisions

2021

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Developing a machine learning tool for dynamic cancer treatment strategies

Proceedings of the AAAI Conference on Artificial Intelligence

2020/4/3

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Cancer treatment classification with electronic medical health records (student abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

2020/4/3

Jiaming Zeng
Jiaming Zeng

H-Index: 3

Imon Banerjee
Imon Banerjee

H-Index: 14

See List of Professors in Jiaming Zeng University(Stanford University)

Co-Authors

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