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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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Hongyu Zhou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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A multimodal vision–language model for generalizable annotation-free pathology localization
Yang, H., Zhou, H. Y., Liu, J., Huang, W., Li, C., Li, Z., Gao, Y., Liu, Q., Liang, Y., Yang, Q., Wu, S., Tan, T., Zheng, H., Zhang, K. & Wang, S., 2026, (Accepted/In press) In: Nature Biomedical Engineering.Research output: Contribution to journal › Article › peer-review
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BenchReAD: A Systematic Benchmark for Retinal Anomaly Detection
Lian, C., Zhou, H. Y., Hu, Z. & Qin, J., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 35-45 11 p. (Lecture Notes in Computer Science; vol. 15961 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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BioVFM-21M: Benchmarking and Scaling Self-supervised Vision Foundation Models for Biomedical Image Analysis
Liu, J., Zhou, H. Y., Huang, W., Yang, H., Song, D., Tan, T., Liang, Y. & Wang, S., 2026, Foundation Models for General Medical AI - 3rd International Workshop, MedAGI 2025, Held in Conjunction with MICCAI 2025, Proceedings. Jeong, W.-K., Kim, H. J., Deng, Z., Shen, Y., Aviles-Rivero, A. I. & Zhang, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 23-33 11 p. (Lecture Notes in Computer Science; vol. 16112 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Incorporating global-local tissue changes to predict future breast cancer from longitudinal screening mammograms
Wang, X., Tan, T., Gao, Y., Marcus, E., Zhou, H. Y., Lu, C., Han, L., Portaluri, A., Su, R., Zhang, T., Liang, X., Beets-Tan, R., Pinker, K., Sun, Y., Mann, R. & Teuwen, J., May 2026, In: Medical Image Analysis. 110, 103990.Research output: Contribution to journal › Article › peer-review
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Online reentry trajectory planning for reusable rockets based on intelligent phase transition
Zhou, H., Wang, M., Gan, Q., Wang, X. & Cui, N., Jan 2026, In: Aerospace Science and Technology. 168, 111239.Research output: Contribution to journal › Article › peer-review