PMC-LLaMA: toward building open-source language models for medicine C Wu*, W Lin*, X Zhang, Y Zhang, W Xie, Y Wang Journal of the American Medical Informatics Association, ocae045, 2024 | 312* | 2024 |
PMC-VQA: Visual instruction tuning for medical visual question answering X Zhang*, C Wu*, Z Zhao, W Lin, Y Zhang, Y Wang, W Xie arXiv preprint arXiv:2305.10415, 2023 | 147 | 2023 |
Towards generalist foundation model for radiology C Wu*, X Zhang*, Y Zhang, Y Wang, W Xie arXiv preprint arXiv:2308.02463, 2023 | 116 | 2023 |
PMC-CLIP: Contrastive language-image pre-training using biomedical documents W Lin, Z Zhao, X Zhang, C Wu, Y Zhang, Y Wang, W Xie International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 106 | 2023 |
Medklip: Medical knowledge enhanced language-image pre-training for x-ray diagnosis C Wu, X Zhang, Y Zhang, Y Wang, W Xie Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 90* | 2023 |
Knowledge-enhanced visual-language pre-training on chest radiology images X Zhang, C Wu, Y Zhang, W Xie, Y Wang Nature Communications 14 (1), 4542, 2023 | 83 | 2023 |
Can gpt-4v (ision) serve medical applications? case studies on gpt-4v for multimodal medical diagnosis C Wu*, J Lei*, Q Zheng*, W Zhao*, W Lin*, X Zhang*, X Zhou*, Z Zhao*, ... arXiv preprint arXiv:2310.09909, 2023 | 80 | 2023 |
Self-supervised tumor segmentation with sim2real adaptation X Zhang, W Xie, C Huang, Y Zhang, X Chen, Q Tian, Y Wang IEEE Journal of Biomedical and Health Informatics 27 (9), 4373-4384, 2023 | 26* | 2023 |
Sar: Scale-aware restoration learning for 3d tumor segmentation X Zhang, S Feng, Y Zhou, Y Zhang, Y Wang Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 25* | 2021 |
Towards Building Multilingual Language Model for Medicine P Qiu*, C Wu*, X Zhang*, W Lin, H Wang, Y Zhang, Y Wang, W Xie arXiv preprint arXiv:2402.13963, 2024 | 24 | 2024 |
One model to rule them all: Towards universal segmentation for medical images with text prompts Z Zhao, Y Zhang, C Wu, X Zhang, Y Zhang, Y Wang, W Xie arXiv preprint arXiv:2312.17183, 2023 | 22 | 2023 |
K-diag: Knowledge-enhanced disease diagnosis in radiographic imaging C Wu*, X Zhang*, Y Wang, Y Zhang, W Xie arXiv preprint arXiv:2302.11557, 2023 | 10 | 2023 |
Ms-kd: Multi-organ segmentation with multiple binary-labeled datasets S Feng, Y Zhou, X Zhang, Y Zhang, Y Wang arXiv preprint arXiv:2108.02559, 2021 | 10 | 2021 |
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis X Zhang, C Wu, Z Zhao, J Lei, Y Zhang, Y Wang, W Xie arXiv preprint arXiv:2404.16754, 2024 | 9 | 2024 |
Unibrain: Universal brain mri diagnosis with hierarchical knowledge-enhanced pre-training J Lei, L Dai, H Jiang, C Wu, X Zhang, Y Zhang, J Yao, W Xie, Y Zhang, ... arXiv preprint arXiv:2309.06828, 2023 | 7 | 2023 |
Uncertainty-aware incremental learning for multi-organ segmentation Y Zhou, X Zhang, S Feng, Y Zhang arXiv preprint arXiv:2103.05227, 2021 | 6 | 2021 |
Large-scale long-tailed disease diagnosis on radiology images Q Zheng*, W Zhao*, C Wu*, X Zhang, Y Zhang, Y Wang, W Xie arXiv preprint arXiv:2312.16151, 2023 | 4 | 2023 |
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology X Zhou, X Zhang, C Wu, Y Zhang, W Xie, Y Wang arXiv preprint arXiv:2404.09942, 2024 | 3 | 2024 |
Autorg-brain: Grounded report generation for brain mri J Lei, X Zhang, C Wu, L Dai, Y Zhang, Y Zhang, Y Wang, W Xie, Y Li arXiv preprint arXiv:2407.16684, 2024 | 2 | 2024 |
Ratescore: A metric for radiology report generation W Zhao, C Wu, X Zhang, Y Zhang, Y Wang, W Xie arXiv preprint arXiv:2406.16845, 2024 | 2 | 2024 |