Publications

You can also find my articles on my Google Scholar profile.

Under Review

• Xiaoyu Wang, Haoyong Ouyang, Balu Bhasuran, Xiao Luo, Karim Hanna, Mia Liza A. Lustria, Zhe He. Lab-AI - Retrieval-Augmented Language Model for Personalized Lab Test Interpretation in Clinical Medicine. Submitted to AMIA 2025 Informatics Summit. [arxiv]

Journal articles

• Michael O. Killian, Shubo Tian, Aiwen Xing, Dana Hughes, Dipankar Gupta, Xiaoyu Wang, and Zhe He†. Prediction of Outcomes After Heart Transplantation in Pediatric Patients Using National Registry Data: Evaluation of Machine Learning Approaches. JMIR Cardio. 2023;7:e45352. DOI: 10.2196/45352. PMID: 37338974 [link] [PubMed]

Conferences

• Xiaoyu Wang,* Dipankar Gupta, Michael Killian, and Zhe He. Benchmarking Transformer-Based Models for Identifying Social Determinants of Health in Clinical Notes. 2023 the 11th IEEE International Conference on Healthcare Informatics (ICHI 2023). 2023 Jun;2023:570-574. doi: 10.1109/ichi57859.2023.00102. Epub 2023 Dec 11. PMID: 38239824; PMCID: PMC10795706. [PubMed]