Rui Zhang

RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition

2024 · 47 Zit. · Journal of the American Medical Informatics Association

An in-depth evaluation of federated learning on biomedical natural language processing for information extraction

2024 · 39 Zit. · npj Digital Medicine

One LLM is not Enough: Harnessing the Power of Ensemble Learning for Medical Question Answering

2023 · 35 Zit. · medRxiv

LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction

2024 · 24 Zit. · Journal of the American Medical Informatics Association

Large Language Model Synergy for Ensemble Learning in Medical Question Answering: Design and Evaluation Study

2025 · 16 Zit. · Journal of Medical Internet Research

A review of reinforcement learning for natural language processing and applications in healthcare

2024 · 14 Zit. · Journal of the American Medical Informatics Association

From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs

2023 · 14 Zit. · Research Square

Natural Language Processing for Digital Health in the Era of Large Language Models

2024 · 13 Zit. · Yearbook of Medical Informatics

LLM Instruction-Example Adaptive Prompting (LEAP) Framework for Clinical Relation Extraction

2023 · 10 Zit. · medRxiv

From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs

2023 · 8 Zit. · medRxiv

How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain

2023 · 6 Zit. · arXiv (Cornell University)

Automating expert-level medical reasoning evaluation of large language models

2025 · 5 Zit. · npj Digital Medicine

Mitigating Ethical Issues for Large Language Models in Oncology: A Systematic Review

2025 · 2 Zit. · JCO Clinical Cancer Informatics

An evaluation of DeepSeek Models in Biomedical Natural Language Processing

2025 · 1 Zit. · ArXiv.org

Multimodal large language models in ultrasound diagnosis of breast masses: a multicenter comparative analysis based on GPT-4o, radiologists, and convolutional neural network (CNN)

2025 · 0 Zit. · Quantitative Imaging in Medicine and Surgery