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Page 1
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.
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.
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. 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. Nat Commun. 2021 Dec 3;12(1):7065. doi: 10.1038/s41467-021-26703-z. Nat Commun. 2021. PMID: 34862382 Free PMC article.
Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma.
Fathi Kazerooni A, Saxena S, Toorens E, Tu D, Bashyam V, Akbari H, Mamourian E, Sako C, Koumenis C, Verginadis I, Verma R, Shinohara RT, Desai AS, Lustig RA, Brem S, Mohan S, Bagley SJ, Ganguly T, O'Rourke DM, Bakas S, Nasrallah MP, Davatzikos C. Fathi Kazerooni A, et al. Among authors: bashyam v. Sci Rep. 2022 May 24;12(1):8784. doi: 10.1038/s41598-022-12699-z. Sci Rep. 2022. PMID: 35610333 Free PMC article.
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.
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.
26 results