I-Chan Huang

According to our database, I-Chan Huang authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives.

Hanshu Rao, Weisi Liu, Haohan Wang, I-Chan Huang, Zhe He, Xiaolei Huang

J. Heal. Informatics Res., June, 2026

2025

Joint Imbalance Adaptation for Radiology Report Generation.

Wang Li, Guangzeng Han, Yuexin Wu, I-Chan Huang, Xiaolei Huang

J. Heal. Informatics Res., December, 2025

A Scoping Review of Synthetic Data Generation for Biomedical Research and Applications.

Hanshu Rao, Weisi Liu, Haohan Wang, I-Chan Huang, Zhe He, Xiaolei Huang

CoRR, June, 2025

Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models.

Precious Jones, Weisi Liu, I-Chan Huang, Xiaolei Huang

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

2023

Natural language processing with machine learning methods to analyze unstructured patient-reported outcomes derived from electronic health records: A systematic review.

Jin-ah Sim, Xiaolei Huang, Madeline R. Horan, Christopher M. Stewart, Leslie L. Robison, Melissa M. Hudson, Justin N. Baker, I-Chan Huang

Artif. Intell. Medicine, December, 2023

Token Imbalance Adaptation for Radiology Report Generation.

Yuexin Wu, I-Chan Huang, Xiaolei Huang

Proceedings of the Conference on Health, Inference, and Learning, 2023