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Page 1
Machine Learning-based Prognostic Subgrouping of Glioblastoma: A Multi-center Study.
Akbari H, Bakas S, Sako C, Fathi Kazerooni A, Villanueva-Meyer J, Garcia JA, Mamourian E, Liu F, Cao Q, Shinohara RT, Baid U, Getka A, Pati S, Singh A, Calabrese E, Chang S, Rudie J, Sotiras A, LaMontagne P, Marcus DS, Milchenko M, Nazeri A, Balana C, Capellades J, Puig J, Badve C, Barnholtz-Sloan JS, Sloan AE, Vadmal V, Waite K, Ak M, Colen RR, Park YW, Ahn SS, Chang JH, Choi YS, Lee SK, Alexander GS, Ali AS, Dicker AP, Flanders AE, Liem S, Lombardo J, Shi W, Shukla G, Griffith B, Poisson LM, Rogers LR, Kotrotsou A, Booth TC, Jain R, Lee M, Mahajan A, Chakravarti A, Palmer JD, DiCostanzo D, Fathallah-Shaykh H, Cepeda S, Santonocito OS, Di Stefano AL, Wiestler B, Melhem ER, Woodworth GF, Tiwari P, Valdes P, Matsumoto Y, Otani Y, Imoto R, Aboian M, Koizumi S, Kurozumi K, Kawakatsu T, Alexander K, Satgunaseelan L, Rulseh AM, Bagley SJ, Bilello M, Binder ZA, Brem S, Desai AS, Lustig RA, Maloney E, Prior T, Amankulor N, Nasrallah MLP, O'Rourke DM, Mohan S, Davatzikos C; ReSPOND consortium. Akbari H, et al. Among authors: mamourian e. Neuro Oncol. 2024 Dec 12:noae260. doi: 10.1093/neuonc/noae260. Online ahead of print. Neuro Oncol. 2024. PMID: 39665363
Relationship between MRI brain-age heterogeneity, cognition, genetics and Alzheimer's disease neuropathology.
Antoniades M, Srinivasan D, Wen J, Erus G, Abdulkadir A, Mamourian E, Melhem R, Hwang G, Cui Y, Govindarajan ST, Chen AA, Zhou Z, Yang Z, Chen J, Pomponio R, Sotardi S, An Y, Bilgel M, LaMontagne P, Singh A, Benzinger T, Beason-Held L, Marcus DS, Yaffe K, Launer L, Morris JC, Tosun D, Ferrucci L, Bryan RN, Resnick SM, Habes M, Wolk D, Fan Y, Nasrallah IM, Shou H, Davatzikos C. Antoniades M, et al. Among authors: mamourian e. EBioMedicine. 2024 Nov;109:105399. doi: 10.1016/j.ebiom.2024.105399. Epub 2024 Oct 21. EBioMedicine. 2024. PMID: 39437659 Free PMC article.
Genetic and clinical correlates of two neuroanatomical AI dimensions in the Alzheimer's disease continuum.
Wen J, Yang Z, Nasrallah IM, Cui Y, Erus G, Srinivasan D, Abdulkadir A, Mamourian E, Hwang G, Singh A, Bergman M, Bao J, Varol E, Zhou Z, Boquet-Pujadas A, Chen J, Toga AW, Saykin AJ, Hohman TJ, Thompson PM, Villeneuve S, Gollub R, Sotiras A, Wittfeld K, Grabe HJ, Tosun D, Bilgel M, An Y, Marcus DS, LaMontagne P, Benzinger TL, Heckbert SR, Austin TR, Launer LJ, Espeland M, Masters CL, Maruff P, Fripp J, Johnson SC, Morris JC, Albert MS, Bryan RN, Resnick SM, Ferrucci L, Fan Y, Habes M, Wolk D, Shen L, Shou H, Davatzikos C. Wen J, et al. Among authors: mamourian e. Transl Psychiatry. 2024 Oct 5;14(1):420. doi: 10.1038/s41398-024-03121-5. Transl Psychiatry. 2024. PMID: 39368996 Free PMC article.
Brain aging patterns in a large and diverse cohort of 49,482 individuals.
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 AW, O'Bryant S, Chakravarty MM, Villeneuve S, Johnson SC, Morris JC, Albert MS, Yaffe K, Völzke H, Ferrucci L, Nick Bryan R, 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: mamourian e. Nat Med. 2024 Oct;30(10):3015-3026. doi: 10.1038/s41591-024-03144-x. Epub 2024 Aug 15. Nat Med. 2024. PMID: 39147830 Free PMC article.
The genetic architecture of biological age in nine human organ systems.
Wen J, Tian YE, Skampardoni I, Yang Z, Cui Y, Anagnostakis F, Mamourian E, Zhao B, Toga AW, Zalesky A, Davatzikos C. Wen J, et al. Among authors: mamourian e. Nat Aging. 2024 Sep;4(9):1290-1307. doi: 10.1038/s43587-024-00662-8. Epub 2024 Jun 28. Nat Aging. 2024. PMID: 38942983 Free PMC article.
Sex-Specific Differences in Patients with IDH1-Wild-Type Grade 4 Glioma in the ReSPOND Consortium.
Gongala S, Garcia JA, Korakavi N, Patil N, Akbari H, Sloan A, Barnholtz-Sloan JS, Sun J, Griffith B, Poisson LM, Booth TC, Jain R, Mohan S, Nasralla MP, Bakas S, Tippareddy C, Puig J, Palmer JD, Shi W, Colen RR, Sotiras A, Ahn SS, Park YW, Davatzikos C, Badve C; ReSPOND Consortium. Gongala S, et al. AJNR Am J Neuroradiol. 2024 Sep 9;45(9):1299-1307. doi: 10.3174/ajnr.A8319. AJNR Am J Neuroradiol. 2024. PMID: 38684319
The genetic architecture of multimodal human brain age.
Wen J, Zhao B, Yang Z, Erus G, Skampardoni I, Mamourian E, Cui Y, Hwang G, Bao J, Boquet-Pujadas A, Zhou Z, Veturi Y, Ritchie MD, Shou H, Thompson PM, Shen L, Toga AW, Davatzikos C. Wen J, et al. Among authors: mamourian e. Nat Commun. 2024 Mar 23;15(1):2604. doi: 10.1038/s41467-024-46796-6. Nat Commun. 2024. PMID: 38521789 Free PMC article.
Integrating imaging and genomic data for the discovery of distinct glioblastoma subtypes: a joint learning approach.
Guo J, Fathi Kazerooni A, Toorens E, Akbari H, Yu F, Sako C, Mamourian E, Shinohara RT, Koumenis C, Bagley SJ, Morrissette JJD, Binder ZA, Brem S, Mohan S, Lustig RA, O'Rourke DM, Ganguly T, Bakas S, Nasrallah MP, Davatzikos C. Guo J, et al. Among authors: mamourian e. Sci Rep. 2024 Feb 28;14(1):4922. doi: 10.1038/s41598-024-55072-y. Sci Rep. 2024. PMID: 38418494 Free PMC article.
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: mamourian e. JAMA Psychiatry. 2024 May 1;81(5):456-467. doi: 10.1001/jamapsychiatry.2023.5599. JAMA Psychiatry. 2024. PMID: 38353984
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: mamourian e. medRxiv [Preprint]. 2023 Dec 30:2023.12.29.23300642. doi: 10.1101/2023.12.29.23300642. medRxiv. 2023. PMID: 38234857 Free PMC article. Preprint.
28 results