top of page


Habes, M., Pomponio, R., Shou, H., Doshi, J., Mamourian, E., Erus, G., Nasrallah, I., Launer, L.J., Rashid, T., Bilgel, M., Fan, Y., Toledo, J., Yaffe, K., Sotiras, A., Srinivasan, D., Espeland, M., Masters, C, Maruff, P., Fripp, J., the ADNI, Völzke, H., Johnson, S.C., Morris, J., Albert, M., Miller, M.I., Bryan, N.B., Grabe, H.J., Resnick, S., Wolk, D.A., Davatzikos, C., (2020). The Brain Chart of Aging: Machine learning analytics reveals links between brain aging, white matter disease, amyloid burden and cognition in the iSTAGING consortium of 10,216 harmonized MR scans, Alzheimer’s & Dementia : The Journal of the Alzheimer’s Association. doi: 10.1002/alz.12178

Srinivansan, D., Erus, G., Doshi, J., Shou, H., Wolk, D.A., Habes, M.§, Davatzikos, C.§ (2020). Multi-site computational neuroanatomy: Multi-atlas vs. FreeSurfer techniques, Neuroimage. doi10.1016/j.neuroimage.2020.117248

Janowitz, D.§, Habes, M.§, Toledo, J. B., Hannemann, A., Frenzel, S., Terock, J., Davatzikos, C., Hoffmann, W., & Grabe, H. J. (2020). Inflammatory markers and imaging patterns of advanced brain aging in the general population. Brain Imaging and Behavior, 14(4), 1108–1117. doi10.1007/s11682-019-00058-y

Habes, M.§, Grothe, M. J.§, Tunc, B., McMillan, C., Wolk, D. A., & Davatzikos, C. (2020). Disentangling Heterogeneity in Alzheimer’s Disease and Related Dementias Using Data-Driven Methods. Biological Psychiatry, 88(1), 70–82. doi10.1016/j.biopsych.2020.01.016

Toledo, J. B.§, Habes M.§, Sotiras, A., Bjerke, M., Fan, Y., Weiner, M. W., Shaw, L. M., Davatzikos, C., & Trojanowski, J. Q. (2019). APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points. Journal of Alzheimer’s Disease : JAD, 69(3), 783–793. doi10.3233/JAD-181282

Eavani, H.§, Habes M.§, Satterthwaite, T. D., An, Y., Hsieh, M.-K., Honnorat, N., Erus, G., Doshi, J., Ferrucci, L., Beason-Held, L. L., Resnick, S. M., & Davatzikos, C. (2018). Heterogeneity of structural and functional imaging patterns of advanced brain aging revealed via machine learning methods. Neurobiology of Aging, 71, 41–50. doi10.1016/j.neurobiolaging.2018.06.013

Habes M., Sotiras A., Erus, G., Toledo J.B., Janowitz D., Wolk D.A., Shou H., Bryan N., Doshi J., Völzke H., Schminke U., Hoffmann W., Resnick S.R.§, Grabe H.J.§ and Davatzikos C.§, 2018, 'White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy. Neurology, 91(10), e964-e975. doi: 10.1212/WNL.0000000000006116

Habes M., Erus, G., Toledo, J. B., Bryan, N., Janowitz, D., Doshi, J., Völzke, H., Schminke, U., Hoffmann, W., Grabe, H. J., Wolk, D. A., & Davatzikos, C. (2018). Regional tract-specific white matter hyperintensities are associated with patterns  to aging-related brain atrophy via vascular risk factors, but also independently. Alzheimer’s & Dementia (Amsterdam, Netherlands), 10, 278–284. doi10.1016/j.dadm.2018.02.002

Rathore, S., Habes, M., Iftikhar, M. A., Shacklett, A., & Davatzikos, C. (2017). A review on neuroimaging-based classification studies and associated feature  extraction methods for Alzheimer’s disease and its prodromal stages. NeuroImage, 155, 530–548. doi10.1016/j.neuroimage.2017.03.057

Habes, M.§, Toledo, J. B.§, Resnick, S. M., Doshi, J., Van der Auwera, S., Erus, G., Janowitz, D., Hegenscheid, K., Homuth, G., Völzke, H., Hoffmann, W., Grabe, H. J., & Davatzikos, C. (2016). Relationship between APOE Genotype and Structural MRI Measures throughout Adulthood in the Study of Health in Pomerania Population-Based Cohort. AJNR. American Journal of Neuroradiology, 37(9), 1636–1642. doi: 10.3174/ajnr.A4805

Habes M., Janowitz D., Erus G., Toledo J.B., Resnick, S., Doshi J., Van der Auwera, S., Wittfeld, K., Hegenscheid K., Hosten N., Biffar R., Homuth G., Völzke H., Grabe H.J., Hoffmann W., Davatzikos C., 2016, ’Advanced Brain Aging: relationship with epidemiologic and genetic risk factors, and overlap with Alzheimer disease atrophy patterns’. Transl Psychiatry, vol. 6, pp. e775. doi: 10.1038/tp.2016.39.

Habes M., Erus G., Toledo J.B., Zhang T., Bryan N, Launer L. J., Rosseel Y., Janowitz D., Doshi J., Van der Auwera S., von Sarnowski B., Hegenscheid K., Hosten N., Homuth G., Völzke H., Schminke U., Hoffmann W., Grabe H.J.§, Davatzikos, C.§, 2016, 'White matter hyperintensities and imaging patterns of brain aging in the general population'. Brain, vol. 139, no. 4, pp. 1164-79. doi: 10.1093/brain/aww008

bottom of page