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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 Access1 Link opens in a new tab Scopus citations -
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 Link opens in a new tab 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 Access8 Link opens in a new tab 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 Link opens in a new tab 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 Access7 Link opens in a new tab Scopus citations
Press/Media
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Data on Cyborg and Bionic Systems Reported by Researchers at Peking University Health Science Center (Brain Extracellular Space: From an Overlooked Dimension to Catalyst of a Novel Neuroscience Paradigm)
3/12/26
1 item of Media coverage
Press/Media: Press / Media
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Kean University Researchers Reveal How Tone Can Influence AI Accuracy
3/3/26
1 item of Media coverage
Press/Media: Press / Media
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Reports Outline Science Findings from Peking University [Accelerated attainment of global air quality standards with disproportional health co-benefits under the 1.5 °C target]
12/23/25
1 item of Media coverage
Press/Media: Press / Media
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New Translational Medicine Study Findings Reported from Central China Normal University (A hyperactive splice variant of STAT3 promotes colonic inflammation-associated tumorigenesis in mice)
12/19/25
1 item of Media coverage
Press/Media: Press / Media
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Kean Professor Awarded Grant for Work on Breast Cancer Detection Via AI
11/3/25
1 item of Media coverage
Press/Media: Press / Media