Xing, Lei

Segmentation of organs‐at‐risks in head and neck CT images using convolutional neural networks

Ibragimov, B., & Xing, L. (2017) · Medical Physics

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 502

Shifting machine learning for healthcare from development to deployment and from models to data

Zhang, A., Xing, L., Zou, J., & Wu, J. C. (2022) · Nature Biomedical Engineering

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 420

Machine learning techniques for biomedical image segmentation: An overview of technical aspects and introduction to state‐of‐art applications

Seo, H., Badiei Khuzani, M., Vasudevan, V., Huang, C., Ren, H., Xiao, R., Jia, X., & Xing, L. (2020) · Medical Physics

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

Cited by 300

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

Synthesis, Characterization, and Biomedical Applications of a Targeted Dual-Modal Near-Infrared-II Fluorescence and Photoacoustic Imaging Nanoprobe

Cheng, K., Chen, H., Jenkins, C. H., Zhang, G., Zhao, W., Zhang, Z., Han, F., Fung, J., Yang, M., Jiang, Y., et al. (2017) · ACS Nano

Nanoplatforms for cancer theranosticsPhotoacoustic and Ultrasonic Imaging

Cited by 156

Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis

Li, X., Hu, X., Qi, X., Yu, L., Zhao, W., Heng, P.-A., & Xing, L. (2021) · IEEE Transactions on Medical Imaging

Retinal Imaging and AnalysisOphthalmology and Visual Health Research

Cited by 105

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