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Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures.
Yang Z, Wen J, Erus G, Govindarajan ST, Melhem R, Mamourian E, Cui Y, Srinivasan D, Abdulkadir A, Parmpi P, Wittfeld K, Grabe HJ, Bülow R, Frenzel S, Tosun D, Bilgel M, An Y, Yi D, Marcus DS, LaMontagne P, Benzinger TLS, Heckbert SR, Austin TR, Waldstein SR, Evans MK, Zonderman AB, Launer LJ, Sotiras A, Espeland MA, Masters CL, Maruff P, Fripp J, Toga A, O'Bryant S, Chakravarty MM, Villeneuve S, Johnson SC, Morris JC, Albert MS, Yaffe K, Völzke H, Ferrucci L, Bryan NR, Shinohara RT, Fan Y, Habes M, Lalousis PA, Koutsouleris N, Wolk DA, Resnick SM, Shou H, Nasrallah IM, Davatzikos C. Yang Z, et al. Among authors: davatzikos c. medRxiv [Preprint]. 2023 Dec 30:2023.12.29.23300642. doi: 10.1101/2023.12.29.23300642. medRxiv. 2023. PMID: 38234857 Free PMC article. Preprint.
Plasma neurofilament light as blood marker for poor brain white matter integrity among middle-aged urban adults.
Beydoun MA, Noren Hooten N, Weiss J, Maldonado AI, Beydoun HA, Katzel LI, Davatzikos C, Gullapalli RP, Seliger SL, Erus G, Evans MK, Zonderman AB, Waldstein SR. Beydoun MA, et al. Among authors: davatzikos c. Neurobiol Aging. 2023 Jan;121:52-63. doi: 10.1016/j.neurobiolaging.2022.10.004. Epub 2022 Oct 21. Neurobiol Aging. 2023. PMID: 36371816 Free PMC article.
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: davatzikos c. ArXiv [Preprint]. 2023 Jan 25:arXiv:2301.10772v1. ArXiv. 2023. PMID: 36748000 Free PMC article. Updated. Preprint.
Tau-Neurodegeneration mismatch reveals vulnerability and resilience to comorbidities in Alzheimer's continuum.
Lyu X, Duong MT, Xie L, de Flores R, Richardson H, Hwang G, Wisse LEM, DiCalogero M, McMillan CT, Robinson JL, Xie SX, Grossman M, Lee EB, Irwin DJ, Dickerson BC, Davatzikos C, Nasrallah IM, Yushkevich PA, Wolk DA, Das SR; Alzheimer’s Disease Neuroimaging Initiative. Lyu X, et al. Among authors: davatzikos c. medRxiv [Preprint]. 2023 Feb 15:2023.02.12.23285594. doi: 10.1101/2023.02.12.23285594. medRxiv. 2023. PMID: 36824762 Free PMC article. Updated. Preprint.
Association of Intensive vs Standard Blood Pressure Control With Regional Changes in Cerebral Small Vessel Disease Biomarkers: Post Hoc Secondary Analysis of the SPRINT MIND Randomized Clinical Trial.
Rashid T, Li K, Toledo JB, Nasrallah I, Pajewski NM, Dolui S, Detre J, Wolk DA, Liu H, Heckbert SR, Bryan RN, Williamson J, Davatzikos C, Seshadri S, Launer LJ, Habes M. Rashid T, et al. Among authors: davatzikos c. JAMA Netw Open. 2023 Mar 1;6(3):e231055. doi: 10.1001/jamanetworkopen.2023.1055. JAMA Netw Open. 2023. PMID: 36857053 Free PMC article. Clinical Trial.
Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI.
Rashid T, Liu H, Ware JB, Li K, Romero JR, Fadaee E, Nasrallah IM, Hilal S, Bryan RN, Hughes TM, Davatzikos C, Launer L, Seshadri S, Heckbert SR, Habes M. Rashid T, et al. Among authors: davatzikos c. Neuroimage Rep. 2023 Mar;3(1):100162. doi: 10.1016/j.ynirp.2023.100162. Epub 2023 Mar 7. Neuroimage Rep. 2023. PMID: 37035520 Free PMC article.
575 results