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Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.
Yang Z, Wen J, Abdulkadir A, Cui Y, Erus G, Mamourian E, Melhem R, Srinivasan D, Govindarajan ST, Chen J, Habes M, Masters CL, Maruff P, Fripp J, Ferrucci L, Albert MS, Johnson SC, Morris JC, LaMontagne P, Marcus DS, Benzinger TLS, Wolk DA, Shen L, Bao J, Resnick SM, Shou H, Nasrallah IM, Davatzikos C. Yang Z, et al. Among authors: wolk da. ArXiv [Preprint]. 2023 Jan 25:arXiv:2301.10772v1. ArXiv. 2023. Update in: Nat Commun. 2024 Jan 8;15(1):354. doi: 10.1038/s41467-023-44271-2 PMID: 36748000 Free PMC article. Updated. Preprint.
A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal magnetic resonance imaging data.
Li H, Habes M, Wolk DA, Fan Y; Alzheimer's Disease Neuroimaging Initiative and the Australian Imaging Biomarkers and Lifestyle Study of Aging. Li H, et al. Among authors: wolk da. Alzheimers Dement. 2019 Aug;15(8):1059-1070. doi: 10.1016/j.jalz.2019.02.007. Epub 2019 Jun 11. Alzheimers Dement. 2019. PMID: 31201098 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: wolk da. 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: wolk da. 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: wolk da. Neuroimage. 2020 Dec;223:117248. doi: 10.1016/j.neuroimage.2020.117248. Epub 2020 Aug 27. Neuroimage. 2020. PMID: 32860881 Free PMC article.
355 results