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Page 1
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan.
Pomponio R, Erus G, Habes M, Doshi J, Srinivasan D, Mamourian E, Bashyam V, Nasrallah IM, Satterthwaite TD, Fan Y, Launer LJ, Masters CL, Maruff P, Zhuo C, Völzke H, Johnson SC, Fripp J, Koutsouleris N, Wolf DH, Gur R, Gur R, Morris J, Albert MS, Grabe HJ, Resnick SM, Bryan RN, Wolk DA, Shinohara RT, Shou H, Davatzikos C. Pomponio R, et al. Among authors: bryan rn. Neuroimage. 2020 Mar;208:116450. doi: 10.1016/j.neuroimage.2019.116450. Epub 2019 Dec 9. Neuroimage. 2020. PMID: 31821869 Free PMC article.
MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide.
Bashyam VM, Erus G, Doshi J, Habes M, Nasrallah I, Truelove-Hill M, Srinivasan D, Mamourian L, Pomponio R, Fan Y, Launer LJ, Masters CL, Maruff P, Zhuo C, Völzke H, Johnson SC, Fripp J, Koutsouleris N, Satterthwaite TD, Wolf D, Gur RE, Gur RC, Morris J, Albert MS, Grabe HJ, Resnick S, Bryan RN, Wolk DA, Shou H, Davatzikos C. Bashyam VM, et al. Among authors: bryan rn. Brain. 2020 Jul 1;143(7):2312-2324. doi: 10.1093/brain/awaa160. Brain. 2020. PMID: 32591831 Free PMC article.
A deep learning framework identifies dimensional representations of Alzheimer's Disease from brain structure.
Yang Z, Nasrallah IM, Shou H, Wen J, Doshi J, Habes M, Erus G, Abdulkadir A, Resnick SM, Albert MS, Maruff P, Fripp J, Morris JC, Wolk DA, Davatzikos C; iSTAGING Consortium; Baltimore Longitudinal Study of Aging (BLSA); Alzheimer’s Disease Neuroimaging Initiative (ADNI). Yang Z, et al. Nat Commun. 2021 Dec 3;12(1):7065. doi: 10.1038/s41467-021-26703-z. Nat Commun. 2021. PMID: 34862382 Free PMC article.
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.
Habes M, Pomponio R, Shou H, Doshi J, Mamourian E, Erus G, Nasrallah I, Launer LJ, Rashid T, Bilgel M, Fan Y, Toledo JB, Yaffe K, Sotiras A, Srinivasan D, Espeland M, Masters C, Maruff P, Fripp J, Völzk H, Johnson SC, Morris JC, Albert MS, Miller MI, Bryan RN, Grabe HJ, Resnick SM, Wolk DA, Davatzikos C; iSTAGING consortium, the Preclinical AD consortium, the ADNI, and the CARDIA studies. Habes M, et al. Among authors: bryan rn. Alzheimers Dement. 2021 Jan;17(1):89-102. doi: 10.1002/alz.12178. Epub 2020 Sep 13. Alzheimers Dement. 2021. PMID: 32920988 Free PMC article.
Changes in brain functional connectivity and cognition related to white matter lesion burden in hypertensive patients from SPRINT.
Shah C, Srinivasan D, Erus G, Schmitt JE, Agarwal A, Cho ME, Lerner AJ, Haley WE, Kurella Tamura M, Davatzikos C, Bryan RN, Fan Y, Nasrallah IM. Shah C, et al. Among authors: bryan rn. Neuroradiology. 2021 Jun;63(6):913-924. doi: 10.1007/s00234-020-02614-6. Epub 2021 Jan 6. Neuroradiology. 2021. PMID: 33404789 Free PMC article. Clinical Trial.
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