Zhang, Ya

PMC-LLaMA: toward building open-source language models for medicine

Wu, C., Lin, W., Zhang, X., Zhang, Y., Xie, W., & Wang, Y. (2024) · Journal of the American Medical Informatics Association

Topic ModelingArtificial Intelligence in Healthcare and Education

Cited by 300

Registration Based Few-Shot Anomaly Detection

Huang, C., Guan, H., Jiang, A., Zhang, Y., Spratling, M., & Wang, Y.-F. (2022) · Lecture Notes in Computer Science

Anomaly Detection Techniques and ApplicationsIndustrial Vision Systems and Defect Detection

Cited by 216

Knowledge-enhanced visual-language pre-training on chest radiology images

Zhang, X., Wu, C., Zhang, Y., Xie, W., & Wang, Y. (2023) · Nature Communications

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 207

Towards building multilingual language model for medicine

Qiu, P., Wu, C., Zhang, X., Lin, W., Wang, H., Zhang, Y., Wang, Y., & Xie, W. (2024) · Nature Communications

Topic ModelingNatural Language Processing Techniques

Cited by 147

Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning

Liao, X., Li, W., Xu, Q., Wang, X., Jin, B., Zhang, X., Wang, Y., & Zhang, Y. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 113

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Zhang, X., Wu, C., Zhao, Z., Lin, W., Zhang, Y., Wang, Y., & Xie, W. (2023) · arXiv

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 66

An agentic system for rare disease diagnosis with traceable reasoning

Zhao, W., Wu, C., Fan, Y., Qiu, P., Zhang, X., Sun, Y., Zhou, X., Zhang, S., Peng, Y., Wang, Y., et al. (2026) · Nature

Artificial Intelligence in Healthcare and EducationBiomedical Text Mining and Ontologies

Cited by 62

Quantifying the reasoning abilities of LLMs on clinical cases

Qiu, P., Wu, C., Liu, S., Fan, Y., Zhao, W., Chen, Z., Gu, H., Peng, C., Zhang, Y., Wang, Y., et al. (2025) · Nature Communications

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 53

Towards evaluating and building versatile large language models for medicine

Wu, C., Qiu, P., Liu, J., Gu, H., Li, N., Zhang, Y., Wang, Y., & Xie, W. (2025) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 52

Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis

Wu, C., Lei, J., Zheng, Q., Zhao, W., Lin, W., Zhang, X., Zhou, X., Zhao, Z., Zhang, Y., Wang, Y., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 43

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models

Cai, Y., Wang, L., Wang, Y., De Melo, G., Zhang, Y., Wang, Y., & He, L. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 42

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios

Ouyang, Z., Qiu, Y., Wang, L., De Melo, G., Zhang, Y., Wang, Y., & He, L. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 11