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9,329 results

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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: wen j. ArXiv [Preprint]. 2023 Jan 25:arXiv:2301.10772v1. ArXiv. 2023. Update in: Nat Commun. 2024 Jan 8;15(1):354. doi: 10.1038/s41467-023-44271-2 PMID: 36748000 Free PMC article. Updated. Preprint.
Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes.
Wen J, Varol E, Sotiras A, Yang Z, Chand GB, Erus G, Shou H, Abdulkadir A, Hwang G, Dwyer DB, Pigoni A, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Rafael RG, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Fan Y, Gur RC, Gur RE, Satterthwaite TD, Koutsouleris N, Wolf DH, Davatzikos C; Alzheimer's Disease Neuroimaging Initiative. Wen J, et al. Med Image Anal. 2022 Jan;75:102304. doi: 10.1016/j.media.2021.102304. Epub 2021 Nov 11. Med Image Anal. 2022. PMID: 34818611 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. Among authors: wen j. Nat Commun. 2021 Dec 3;12(1):7065. doi: 10.1038/s41467-021-26703-z. Nat Commun. 2021. PMID: 34862382 Free PMC article.
Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression.
Wen J, Fu CHY, Tosun D, Veturi Y, Yang Z, Abdulkadir A, Mamourian E, Srinivasan D, Skampardoni I, Singh A, Nawani H, Bao J, Erus G, Shou H, Habes M, Doshi J, Varol E, Mackin RS, Sotiras A, Fan Y, Saykin AJ, Sheline YI, Shen L, Ritchie MD, Wolk DA, Albert M, Resnick SM, Davatzikos C; iSTAGING consortium, ADNI, BIOCARD, and BLSA. Wen J, et al. JAMA Psychiatry. 2022 May 1;79(5):464-474. doi: 10.1001/jamapsychiatry.2022.0020. JAMA Psychiatry. 2022. PMID: 35262657 Free PMC article.
Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population.
Chand GB, Singhal P, Dwyer DB, Wen J, Erus G, Doshi J, Srinivasan D, Mamourian E, Varol E, Sotiras A, Hwang G, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Shou H, Fan Y, Koutsouleris N, Kaczkurkin AN, Moore TM, Verma A, Calkins ME, Gur RE, Gur RC, Ritchie MD, Satterthwaite TD, Wolf DH, Davatzikos C. Chand GB, et al. Among authors: wen j. Am J Psychiatry. 2022 Sep;179(9):650-660. doi: 10.1176/appi.ajp.21070686. Epub 2022 Apr 12. Am J Psychiatry. 2022. PMID: 35410495 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: wen j. 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.
Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study.
Zhou Z, Li H, Srinivasan D, Abdulkadir A, Nasrallah IM, Wen J, Doshi J, Erus G, Mamourian E, Bryan NR, Wolk DA, Beason-Held L, Resnick SM, Satterthwaite TD, Davatzikos C, Shou H, Fan Y; ISTAGING Consortium. Zhou Z, et al. Among authors: wen j. Neuroimage. 2023 Apr 1;269:119911. doi: 10.1016/j.neuroimage.2023.119911. Epub 2023 Jan 30. Neuroimage. 2023. PMID: 36731813 Free PMC article.
Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer's Disease.
Sha J, Bao J, Liu K, Yang S, Wen Z, Cui Y, Wen J, Davatzikos C, Moore JH, Saykin AJ, Long Q, Shen L; ADNI. Sha J, et al. Among authors: wen z, wen j. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022 Dec;2022:541-548. doi: 10.1109/bibm55620.2022.9995342. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022. PMID: 36845995 Free PMC article.
Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population.
Hwang G, Wen J, Sotardi S, Brodkin ES, Chand GB, Dwyer DB, Erus G, Doshi J, Singhal P, Srinivasan D, Varol E, Sotiras A, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Shou H, Fan Y, Di Martino A, Koutsouleris N, Gur RE, Gur RC, Satterthwaite TD, Wolf DH, Davatzikos C. Hwang G, et al. Among authors: wen j. JAMA Psychiatry. 2023 May 1;80(5):498-507. doi: 10.1001/jamapsychiatry.2023.0409. JAMA Psychiatry. 2023. PMID: 37017948 Free PMC article.
Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium.
Dwyer DB, Chand GB, Pigoni A, Khuntia A, Wen J, Antoniades M, Hwang G, Erus G, Doshi J, Srinivasan D, Varol E, Kahn RS, Schnack HG, Meisenzahl E, Wood SJ, Zhuo C, Sotiras A, Shinohara RT, Shou H, Fan Y, Schaulfelberger M, Rosa P, Lalousis PA, Upthegrove R, Kaczkurkin AN, Moore TM, Nelson B, Gur RE, Gur RC, Ritchie MD, Satterthwaite TD, Murray RM, Di Forti M, Ciufolini S, Zanetti MV, Wolf DH, Pantelis C, Crespo-Facorro B, Busatto GF, Davatzikos C, Koutsouleris N, Dazzan P. Dwyer DB, et al. Among authors: wen j. Mol Psychiatry. 2023 May;28(5):2008-2017. doi: 10.1038/s41380-023-02069-0. Epub 2023 May 5. Mol Psychiatry. 2023. PMID: 37147389 Free PMC article.
9,329 results