Jin, Qiao

PubMedQA: A Dataset for Biomedical Research Question Answering

Jin, Q., Dhingra, B., Liu, Z., Cohen, W., & Lu, X. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 685

Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health

Tian, S., Jin, Q., Yeganova, L., Lai, P.-T., Zhu, Q., Chen, X., Yang, Y., Chen, Q., Kim, W., Comeau, D. C., et al. (2023) · Briefings in Bioinformatics

Artificial Intelligence in Healthcare and EducationBiomedical Text Mining and Ontologies

Cited by 359

Benchmarking Retrieval-Augmented Generation for Medicine

Xiong, G., Jin, Q., Lu, Z., & Zhang, A. (2024) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 312

Benchmarking Retrieval-Augmented Generation for Medicine

Xiong, G., Jin, Q., Lu, Z., & Zhang, A. (2024) · Findings of the Association for Computational Linguistics ACL 2024

Topic ModelingInformation Retrieval and Search Behavior

Cited by 310

Matching patients to clinical trials with large language models

Jin, Q., Wang, Z., Floudas, C. S., Chen, F., Gong, C., Bracken-Clarke, D., Xue, E., Yang, Y., Sun, J., & Lu, Z. (2024) · Nature Communications

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 287

Matching Patients to Clinical Trials with Large Language Models

Jin, Q., Wang, Z., Floudas, C. S., Chen, F., Gong, C., Bracken-Clarke, D., Xue, E., Yang, Y., Sun, J., & Lu, Z. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 287

Benchmarking large language models for biomedical natural language processing applications and recommendations

Chen, Q., Hu, Y., Peng, X., Xie, Q., Jin, Q., Gilson, A., Singer, M. B., Ai, X., Lai, P.-T., Wang, Z., et al. (2025) · Nature Communications

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 219

GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information

Jin, Q., Yang, Y., Chen, Q., & Lu, Z. (2024) · Bioinformatics

Biomedical Text Mining and OntologiesArtificial Intelligence in Healthcare and Education

Cited by 176

MedCPT: Contrastive Pre-trained Transformers with large-scale PubMed search logs for zero-shot biomedical information retrieval

Jin, Q., Kim, W., Chen, Q., Comeau, D. C., Yeganova, L., Wilbur, W. J., & Lu, Z. (2023) · Bioinformatics

Information Retrieval and Search BehaviorBiomedical Text Mining and Ontologies

Cited by 175

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

Jin, Q., Chen, F., Zhou, Y., Xu, Z., Cheung, J. M., Chen, R., Summers, R. M., Rousseau, J. F., Ni, P., Landsman, M. J., et al. (2024) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 146

Advancing entity recognition in biomedicine via instruction tuning of large language models

Keloth, V. K., Hu, Y., Xie, Q., Peng, X., Wang, Y., Zheng, A., Selek, M., Raja, K., Wei, C. H., Jin, Q., et al. (2024) · Bioinformatics

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 104

Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation

Yang, Y., Liu, X., Jin, Q., Huang, F., & Lu, Z. (2024) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 94

Leveraging long context in retrieval augmented language models for medical question answering

Zhang, G., Xu, Z., Jin, Q., Chen, F., Fang, Y., Liu, Y., Rousseau, J. F., Xu, Z., Lu, Z., Weng, C., et al. (2025) · npj Digital Medicine

Topic ModelingInformation Retrieval and Search Behavior

Cited by 81

Accelerating clinical evidence synthesis with large language models

Wang, Z., Cao, L., Danek, B., Jin, Q., Lu, Z., & Sun, J. (2025) · npj Digital Medicine

Meta-analysis and systematic reviewsArtificial Intelligence in Healthcare and Education

Cited by 69

A large-scale dataset of patient summaries for retrieval-based clinical decision support systems

Zhao, Z., Jin, Q., Chen, F., Peng, T., & Yu, S. (2023) · Scientific Data

Information Retrieval and Search BehaviorMachine Learning in Healthcare

Cited by 63

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Zhang, G., Jin, Q., Jered McInerney, D., Chen, Y., Wang, F., Cole, C. L., Yang, Q., Wang, Y., Malin, B. A., Peleg, M., et al. (2024) · Journal of Biomedical Informatics

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 40

A Curated Dataset for Question Answering on Laboratory Test Reference Ranges and Interpretation

Bhasuran, B., Jin, Q., Deville, A., Wu, Y., Hanna, K., Lu, Z., & He, Z. (2026) · Scientific Data

Artificial Intelligence in Healthcare and EducationClinical Laboratory Practices and Quality Control

Cited by 0