Research output per year
Research output per year
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Dive into the research topics where Mengjia Xu 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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Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories
Ramirez, H., Tabarelli, D., Brancaccio, A., Belardinelli, P., Marsh, E. B., Funke, M., Mosher, J. C., Maestu, F., Xu, M. & Pantazis, D., 2025, In: IEEE Journal of Biomedical and Health Informatics. 29, 6, p. 4463-4473 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning
Candelori, L., Abanov, A. G., Berger, J., Hogan, C. J., Kirakosyan, V., Musaelian, K., Samson, R., Smith, J. E. T., Villani, D., Wells, M. T. & Xu, M., Dec 2025, In: Scientific reports. 15, 1, 6933.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A framework of computer vision-enhanced microfluidic approach for automated assessment of the transient sickling kinetics in sickle red blood cells
Qiang, Y., Xu, M., Pochron, M. P., Jupelli, M. & Dao, M., 2024, In: Frontiers in Physics. 12, 1331047.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs
Xu, M., Singh, A. V. & Karniadakis, G. E., Jan 1 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, p. 985-998 14 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Hyperbolic Graph Embedding of MEG Brain Networks to Study Brain Alterations in Individuals With Subjective Cognitive Decline
Baker, C., Suarez-Mendez, I., Smith, G., Marsh, E. B., Funke, M., Mosher, J. C., Maestu, F., Xu, M. & Pantazis, D., 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 12, p. 7357-7368 12 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations
Press/Media
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Peking University First Hospital Reports Findings in Membranous Nephropathy (Safety and efficacy of sirolimus combined with cyclosporine in primary membranous nephropathy: a randomized controlled trial)
6/9/25
1 item of Media coverage
Press/Media: Press / Media
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Studies from Peking University Describe New Findings in Gliomas (Smart Organic-inorganic Copolymer Nanoparticles Distinguish Between Microglia and Cancer Cells for Synergistic Immunotherapy In Glioma)
5/26/25
1 item of Media coverage
Press/Media: Press / Media
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Remote regulation of molecular diffusion in extracellular space of Parkinson’s disease rat model by subthalamic nucleus deep brain stimulation
5/7/25
4 items of Media coverage
Press/Media: Press / Media
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Findings from Peking University Provide New Insights into Global Environmental Change (Reducing Coal Use Is Key To Curbing Toxic Trace Elements Emissions In China Driven By Carbon Neutrality Policy)
5/1/25
1 item of Media coverage
Press/Media: Press / Media