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
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Dive into the research topics where Jiangang Liu 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
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Generalizable AI-driven cross-domain breast cancer diagnosis based on mammograms by solving Fourier transformation-based jigsaw puzzles
Xie, W., Liu, Z., Fu, X., Wang, M., Yin, X. & Liu, J., 1 Mar 2026, In: Neurocomputing. 668, 132439.Research output: Contribution to journal › Article › peer-review
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MLSE-FML: Mammogram classification with multi-level semantic extraction and focal margin loss
Xie, W., Liu, Z., Tian, J. & Liu, J., Feb 2026, In: Biomedical Signal Processing and Control. 112, 108554.Research output: Contribution to journal › Article › peer-review
Open Access -
3D-AttenNet model can predict clinically significant prostate cancer in PI-RADS category 3 patients: a retrospective multicenter study
Bao, J., Zhao, L., Qiao, X., Li, Z., Ji, Y., Su, Y., Ji, L., Shen, J., Liu, J., Tian, J., Wang, X., Shen, H. & Hu, C., Dec 2025, In: Insights into Imaging. 16, 1, 25.Research output: Contribution to journal › Article › peer-review
Open Access -
DIFLF: A domain-invariant features learning framework for single-source domain generalization in mammogram classification
Xie, W., Liu, Z., Zhao, L., Wang, M., Tian, J. & Liu, J., Apr 2025, In: Computer Methods and Programs in Biomedicine. 261, 108592.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations -
Early prediction of neoadjuvant therapy response in breast cancer using MRI-based neural networks: data from the ACRIN 6698 trial and a prospective Chinese cohort
Du, S., Xie, W., Gao, S., Zhao, R., Wang, H., Tian, J., Liu, J., Liu, Z. & Zhang, L., Dec 2025, In: Breast Cancer Research. 27, 1, 52.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Scopus citations