Zhiyun Xue

Researcher, National Institutes of Health

Joined

December 2019

Names

Zhiyun Xue

Emails

****@nih.gov (Confirmed)

Personal Links

Career & Education History

Researcher

National Institutes of Health (nih.gov)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Evaluating Strategies for Synthesizing Clinical Notes for Medical Multimodal AI
Niccolò Marini, Zhaohui Liang, Sivaramakrishnan Rajaraman, Zhiyun Xue, Sameer K. Antani
- CoRR 2025
- Readers: Everyone
Detecting Oral Cancer Using Tabular Deep Learning
Zhiyun Xue, Zhaohui Liang, Sivaramakrishnan Rajaraman, Niccolò Marini, Sameer K. Antani
- COINS 2025
- Readers: Everyone
The Hidden Threat of Hallucinations in Binary Chest X-Ray Pneumonia Classification
Sivaramakrishnan Rajaraman, Zhaohui Liang, Niccolò Marini, Zhiyun Xue, Sameer K. Antani
- CBMS 2025
- Readers: Everyone
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images
Sivaramakrishnan Rajaraman, Ulas Bagci, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani
- PLOS Digital Health
- Readers: Everyone
Semantically redundant training data removal and deep model classification performance: A study with chest X-rays
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
- Comput. Medical Imaging Graph. 2024
- Readers: Everyone
Covid-19 Pneumonia Chest X-Ray Pattern Synthesis by Stable Diffusion
Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer K. Antani
- SSIAI 2024
- Readers: Everyone
Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification
Sivaramakrishnan Rajaraman, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
- Frontiers Artif. Intell. 2024
- Readers: Everyone
Addressing Class Imbalance with Latent Diffusion-based Data Augmentation for Improving Disease Classification in Pediatric Chest X-rays
Sivaramakrishnan Rajaraman, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
- BIBM 2024
- Readers: Everyone
Can deep adult lung segmentation models generalize to the pediatric population?
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani
- Expert Syst. Appl. 2023
- Readers: Everyone
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning
Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Yang Feng, Sameer Antani
- Crossref
- Readers: Everyone

View all 96 publications

Co-Authors

View all 114 co-authors