2024
MIWE: detecting the critical states of complex biological systems by the mutual information weighted entropy.
BMC Bioinform., December, 2024

Relation extraction using large language models: a case study on acupuncture point locations.
J. Am. Medical Informatics Assoc., 2024

Improving large language models for clinical named entity recognition via prompt engineering.
J. Am. Medical Informatics Assoc., 2024

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.
CoRR, 2024

Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?
CoRR, 2024

Me LLaMA: Foundation Large Language Models for Medical Applications.
CoRR, 2024

2023
Large language models in biomedical natural language processing: benchmarks, baselines, and recommendations.
CoRR, 2023

Zero-shot Clinical Entity Recognition using ChatGPT.
CoRR, 2023

Development of a Natural Language Processing Tool to Extract Acupuncture Point Location Terms.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2021
DeepSDM: Boundary-aware pneumothorax segmentation in chest X-ray images.
Neurocomputing, 2021