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Page 1
Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals.
Skampardoni I, Nasrallah IM, Abdulkadir A, Wen J, Melhem R, Mamourian E, Erus G, Doshi J, Singh A, Yang Z, Cui Y, Hwang G, Ren Z, Pomponio R, Srinivasan D, Govindarajan ST, Parmpi P, Wittfeld K, Grabe HJ, Bülow R, Frenzel S, Tosun D, Bilgel M, An Y, Marcus DS, LaMontagne P, Heckbert SR, Austin TR, Launer LJ, Sotiras A, Espeland MA, Masters CL, Maruff P, Fripp J, Johnson SC, Morris JC, Albert MS, Bryan RN, Yaffe K, Völzke H, Ferrucci L, Benzinger TLS, Ezzati A, Shinohara RT, Fan Y, Resnick SM, Habes M, Wolk D, Shou H, Nikita K, Davatzikos C. Skampardoni I, et al. Among authors: abdulkadir a. JAMA Psychiatry. 2024 May 1;81(5):456-467. doi: 10.1001/jamapsychiatry.2023.5599. JAMA Psychiatry. 2024. PMID: 38353984
Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression.
Wen J, Fu CHY, Tosun D, Veturi Y, Yang Z, Abdulkadir A, Mamourian E, Srinivasan D, Skampardoni I, Singh A, Nawani H, Bao J, Erus G, Shou H, Habes M, Doshi J, Varol E, Mackin RS, Sotiras A, Fan Y, Saykin AJ, Sheline YI, Shen L, Ritchie MD, Wolk DA, Albert M, Resnick SM, Davatzikos C; iSTAGING consortium, ADNI, BIOCARD, and BLSA. Wen J, et al. Among authors: abdulkadir a. JAMA Psychiatry. 2022 May 1;79(5):464-474. doi: 10.1001/jamapsychiatry.2022.0020. JAMA Psychiatry. 2022. PMID: 35262657 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: abdulkadir a. 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.
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. Among authors: abdulkadir a. Nat Commun. 2021 Dec 3;12(1):7065. doi: 10.1038/s41467-021-26703-z. Nat Commun. 2021. PMID: 34862382 Free PMC article.
Disentangling Alzheimer's disease neurodegeneration from typical brain ageing using machine learning.
Hwang G, Abdulkadir A, Erus G, Habes M, Pomponio R, Shou H, Doshi J, Mamourian E, Rashid T, Bilgel M, Fan Y, Sotiras A, Srinivasan D, Morris JC, Albert MS, Bryan NR, Resnick SM, Nasrallah IM, Davatzikos C, Wolk DA; from the iSTAGING consortium; ADNI. Hwang G, et al. Among authors: abdulkadir a. Brain Commun. 2022 May 7;4(3):fcac117. doi: 10.1093/braincomms/fcac117. eCollection 2022. Brain Commun. 2022. PMID: 35611306 Free PMC article.
Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study.
Zhou Z, Li H, Srinivasan D, Abdulkadir A, Nasrallah IM, Wen J, Doshi J, Erus G, Mamourian E, Bryan NR, Wolk DA, Beason-Held L, Resnick SM, Satterthwaite TD, Davatzikos C, Shou H, Fan Y; ISTAGING Consortium. Zhou Z, et al. Among authors: abdulkadir a. Neuroimage. 2023 Apr 1;269:119911. doi: 10.1016/j.neuroimage.2023.119911. Epub 2023 Jan 30. Neuroimage. 2023. PMID: 36731813 Free PMC article.
Genomic loci influence patterns of structural covariance in the human brain.
Wen J, Nasrallah IM, Abdulkadir A, Satterthwaite TD, Yang Z, Erus G, Robert-Fitzgerald T, Singh A, Sotiras A, Boquet-Pujadas A, Mamourian E, Doshi J, Cui Y, Srinivasan D, Skampardoni I, Chen J, Hwang G, Bergman M, Bao J, Veturi Y, Zhou Z, Yang S, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Gur RC, Gur RE, Koutsouleris N, Wolf DH, Saykin AJ, Ritchie MD, Shen L, Thompson PM, Colliot O, Wittfeld K, Grabe HJ, Tosun D, Bilgel M, An Y, Marcus DS, LaMontagne P, Heckbert SR, Austin TR, Launer LJ, Espeland M, Masters CL, Maruff P, Fripp J, Johnson SC, Morris JC, Albert MS, Bryan RN, Resnick SM, Fan Y, Habes M, Wolk D, Shou H, Davatzikos C. Wen J, et al. Among authors: abdulkadir a. Proc Natl Acad Sci U S A. 2023 Dec 26;120(52):e2300842120. doi: 10.1073/pnas.2300842120. Epub 2023 Dec 21. Proc Natl Acad Sci U S A. 2023. PMID: 38127979
Gene-SGAN: 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: abdulkadir a. Nat Commun. 2024 Jan 8;15(1):354. doi: 10.1038/s41467-023-44271-2. Nat Commun. 2024. PMID: 38191573 Free PMC article.
Applications of generative adversarial networks in neuroimaging and clinical neuroscience.
Wang R, Bashyam V, Yang Z, Yu F, Tassopoulou V, Chintapalli SS, Skampardoni I, Sreepada LP, Sahoo D, Nikita K, Abdulkadir A, Wen J, Davatzikos C. Wang R, et al. Among authors: abdulkadir a. Neuroimage. 2023 Apr 1;269:119898. doi: 10.1016/j.neuroimage.2023.119898. Epub 2023 Jan 24. Neuroimage. 2023. PMID: 36702211 Free PMC article. Review.
115 results