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Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures.
medRxiv [Preprint]. 2023 Dec 30:2023.12.29.23300642. doi: 10.1101/2023.12.29.23300642.
medRxiv. 2023.
PMID: 38234857
Free PMC article.
Preprint.
Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI.
Davatzikos C, Resnick SM, Wu X, Parmpi P, Clark CM.
Davatzikos C, et al. Among authors: parmpi p.
Neuroimage. 2008 Jul 15;41(4):1220-7. doi: 10.1016/j.neuroimage.2008.03.050. Epub 2008 Apr 8.
Neuroimage. 2008.
PMID: 18474436
Free PMC article.
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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: parmpi p.
JAMA Psychiatry. 2024 May 1;81(5):456-467. doi: 10.1001/jamapsychiatry.2023.5599.
JAMA Psychiatry. 2024.
PMID: 38353984
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Integration and relative value of biomarkers for prediction of MCI to AD progression: spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers.
Da X, Toledo JB, Zee J, Wolk DA, Xie SX, Ou Y, Shacklett A, Parmpi P, Shaw L, Trojanowski JQ, Davatzikos C; Alzheimer's Neuroimaging Initiative.
Da X, et al. Among authors: parmpi p.
Neuroimage Clin. 2013 Nov 28;4:164-73. doi: 10.1016/j.nicl.2013.11.010. eCollection 2014.
Neuroimage Clin. 2013.
PMID: 24371799
Free PMC article.
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Biomimetic glucose recognition using molecularly imprinted polymer hydrogels.
Parmpi P, Kofinas P.
Parmpi P, et al.
Biomaterials. 2004 May;25(10):1969-73. doi: 10.1016/j.biomaterials.2003.08.025.
Biomaterials. 2004.
PMID: 14738861
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