Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Data Heterogeneity-Aware Personalized Federated Learning for Diagnosis
Lin, H., Li, H., Li, H., Yu, X., Yu, K., Liang, C., Fu, H. & Liu, J., 2025, Ophthalmic Medical Image Analysis - 11th International Workshop, OMIA 2024, Held in Conjunction with MICCAI 2024, Proceedings. Bhavna, A., Chen, H., Fang, H., Fu, H. & Lee, C. S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 53-62 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15188 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Aggregation Strategy with Gradient Projection for Federated Learning in Diagnosis
Lin, H., Gao, Y., Li, H., Zhang, X., Yu, X., Chen, J. & Liu, J., 2024, Advanced Intelligent Computing in Bioinformatics - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Zhang, Q. & Guo, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-218 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14881 LNBI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Siamese ResNeXt network for predicting carotid intimal thickness of patients with T2DM from fundus images
Gong, A., Fu, W., Li, H., Guo, N. & Pan, T., 2024, In: Frontiers in Endocrinology. 15, 1364519.Research output: Contribution to journal › Article › peer-review
Open Access -
Cross-modal attention network for retinal disease classification based on multi-modal images
Liu, Z., Hu, Y., Qiu, Z., Niu, Y., Zhou, D., Li, X., Shen, J., Jiang, H., Li, H. & Liu, J., 1 Jun 2024, In: Biomedical Optics Express. 15, 6, p. 3699-3714 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement
Li, H., Lin, Z., Qiu, Z., Li, Z., Niu, K., Guo, N., Fu, H., Hu, Y. & Liu, J., 1 Apr 2024, In: IEEE Transactions on Medical Imaging. 43, 4, p. 1323-1336 14 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)