Research Description
My research integrates cognitive neuroscience, clinical medicine, artificial intelligence, brain imaging, and psychology to investigate the neural mechanisms underlying cognitive aging and mental health. The lab focuses on AI-driven cognitive decline research and develops intelligent brain imaging and cognitive aging platforms to promote translational research in brain health.
Publications
1. Y. Li, G. Long, X. Zhang, K. Chen, X. Li, and Z. Zhang, “ Shannon Entropy of Gray Matter Eigenmodes: A Novel Biomarker for Alzheimer's Disease and Heterogeneous MCI Trajectories.” Adv. Sci. 13, no. 1 (2026): e11614. https://doi.org/10.1002/advs.202511614
2. Li, Y., Zhang, X., Li, X, and Z. Zhang, Brain maintenance biomarkers from structural and functional interactions in aging and neurodegeneration. Nat Commun 17, 6908 (2026). https://doi.org/10.1038/s41467-026-73071-7
3. Peng, B., Du, L., Dang, M., Li, T., Li, Z., Liu, J., Chen, Y., Liu, B., Zhang, Z. (2026). Decoupling MCI-specific signatures from shared neurobiological substrates of cognitive aging via deep learning. npj Digit. Med. 9, 490. https://doi.org/10.1038/s41746-026-02597-3
4. Dai, X., Liu, S., Li, Y., Long, S., Li, X., Chen, C., Yang, C., Zhang, J., Zhuo Rachel Han, Li, H.*, Wang, J.*, Zhang, Z. (2024). White Matter Plasticity Underpins Cognitive Gains After Multidomain Adaptive Computerized Cognitive Training. The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences, 79(4), glae046.
5. Dang, M., Chen, Y., Ji, J. S., Zhang, Y., Chen, C., & Zhang, Z. (2024). The association between household and family composition and mental health of the elderly: mediating role of lifestyle. BMC Public Health, 24(1), 2055–15.
6. Chen, Y., Li, Z., Chen, Y., Dang, M., Chen, K., Sang, F., Fang, H., & Zhang, Z. (2024). Cerebellar gray matter and white matter damage among older adults with prediabetes. Diabetes Research and Clinical Practice, 213, 111731.
7. Du, C., Li, X., Li, J., Wang, W., Dang, M., Cheng, J., Xu, K., Wang, J., Chen, C., Chen, Y., & Zhang, Z. (2024). Leisure activities as reserve mediators of the relationship between loneliness and cognition in aging. Translational Psychiatry, 14(1), 217–217.
8. Du, C., Dang, M., Chen, K., Chen, Y., & Zhang, Z. (2023). Divergent brain regional atrophy and associated fiber disruption in amnestic and non-amnestic MCI. Alzheimer’s Research & Therapy, 15(1), 199–199.
9. Yang, Y., Chen, Y., Sang, F., Zhao, S., Wang, J., Li, X., Chen, C., Chen, K., & Zhang, Z. (2022). Successful or pathological cognitive aging? Converging into a “frontal preservation, temporal impairment (FPTI)” hypothesis. Science Bulletin, 67(22), 2285–2290.
Yang, C., Li, X., Zhang, J., Chen, Y., Li, H., Wei, D., ... Zhang, Z. & Beijing Aging Brain Rejuvenation Initiative workgroup. (2021). Early prevention of cognitive impairment in the community population: The Beijing Aging Brain Rejuvenation Initiative. Alzheimer's & Dementia, 17(10), 1610-1618.