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Page 1
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: shou h. 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.
Sex differences in estimated brain metabolism in relation to body growth through adolescence.
Vandekar SN, Shou H, Satterthwaite TD, Shinohara RT, Merikangas AK, Roalf DR, Ruparel K, Rosen A, Gennatas ED, Elliott MA, Davatzikos C, Gur RC, Gur RE, Detre JA. Vandekar SN, et al. Among authors: shou h. J Cereb Blood Flow Metab. 2019 Mar;39(3):524-535. doi: 10.1177/0271678X17737692. Epub 2017 Oct 26. J Cereb Blood Flow Metab. 2019. PMID: 29072856 Free PMC article.
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: shou h. Neuroimage. 2020 Mar;208:116450. doi: 10.1016/j.neuroimage.2019.116450. Epub 2019 Dec 9. Neuroimage. 2020. PMID: 31821869 Free PMC article.
Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning.
Chand GB, Dwyer DB, Erus G, Sotiras A, Varol E, Srinivasan D, Doshi J, Pomponio R, Pigoni A, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Shou H, Fan Y, Gur RC, Gur RE, Satterthwaite TD, Koutsouleris N, Wolf DH, Davatzikos C. Chand GB, et al. Among authors: shou h. Brain. 2020 Mar 1;143(3):1027-1038. doi: 10.1093/brain/awaa025. Brain. 2020. PMID: 32103250 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: shou h. Brain. 2020 Jul 1;143(7):2312-2324. doi: 10.1093/brain/awaa160. Brain. 2020. PMID: 32591831 Free PMC article.
A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies.
Srinivasan D, Erus G, Doshi J, Wolk DA, Shou H, Habes M, Davatzikos C; Alzheimer's Disease Neuroimaging Initiative. Srinivasan D, et al. Among authors: shou h. Neuroimage. 2020 Dec;223:117248. doi: 10.1016/j.neuroimage.2020.117248. Epub 2020 Aug 27. Neuroimage. 2020. PMID: 32860881 Free PMC article.
Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors.
Bashyam VM, Doshi J, Erus G, Srinivasan D, Abdulkadir A, Singh A, Habes M, Fan Y, Masters CL, Maruff P, Zhuo C, Völzke H, Johnson SC, Fripp J, Koutsouleris N, Satterthwaite TD, Wolf DH, Gur RE, Gur RC, Morris JC, Albert MS, Grabe HJ, Resnick SM, Bryan NR, Wittfeld K, Bülow R, Wolk DA, Shou H, Nasrallah IM, Davatzikos C; iSTAGING and PHENOM consortia. Bashyam VM, et al. Among authors: shou h. J Magn Reson Imaging. 2022 Mar;55(3):908-916. doi: 10.1002/jmri.27908. Epub 2021 Sep 25. J Magn Reson Imaging. 2022. PMID: 34564904 Free PMC article.
300 results