Shen, Liyue

GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition

Huang, S.-C., Shen, L., Lungren, M. P., & Yeung, S. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Multimodal Machine Learning ApplicationsImage Retrieval and Classification Techniques

Cited by 489

Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging

Yan, R., Qu, L., Wei, Q., Huang, S.-C., Shen, L., Rubin, D. L., Xing, L., & Zhou, Y. (2023) · IEEE Transactions on Medical Imaging

Privacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning

Cited by 183

Markerless Pancreatic Tumor Target Localization Enabled By Deep Learning

Zhao, W., Shen, L., Han, B., Yang, Y., Cheng, K., Toesca, D. A. S., Koong, A. C., Chang, D. T., & Xing, L. (2019) · International Journal of Radiation Oncology*Biology*Physics

Advanced Radiotherapy TechniquesMedical Image Segmentation Techniques

Cited by 88