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Brain-predicted age difference estimated using DeepBrainNet is significantly associated with pain and function-a multi-institutional and multiscanner study.
Valdes-Hernandez PA, Laffitte Nodarse C, Johnson AJ, Montesino-Goicolea S, Bashyam V, Davatzikos C, Peraza JA, Cole JH, Huo Z, Fillingim RB, Cruz-Almeida Y. Valdes-Hernandez PA, et al. Among authors: bashyam v. Pain. 2023 Dec 1;164(12):2822-2838. doi: 10.1097/j.pain.0000000000002984. Epub 2023 Jul 25. Pain. 2023. PMID: 37490099 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: bashyam v. 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. Brain. 2020 Jul 1;143(7):2312-2324. doi: 10.1093/brain/awaa160. Brain. 2020. PMID: 32591831 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: bashyam v. 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.
Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization.
Hu F, Chen AA, Horng H, Bashyam V, Davatzikos C, Alexander-Bloch A, Li M, Shou H, Satterthwaite TD, Yu M, Shinohara RT. Hu F, et al. Among authors: bashyam v. Neuroimage. 2023 Jul 1;274:120125. doi: 10.1016/j.neuroimage.2023.120125. Epub 2023 Apr 20. Neuroimage. 2023. PMID: 37084926 Free PMC article. Review.
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