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Automated deep learning segmentation of high-resolution 7 Tesla postmortem MRI for quantitative analysis of structure-pathology correlations in neurodegenerative diseases.
Khandelwal P, Duong MT, Sadaghiani S, Lim S, Denning AE, Chung E, Ravikumar S, Arezoumandan S, Peterson C, Bedard M, Capp N, Ittyerah R, Migdal E, Choi G, Kopp E, Loja B, Hasan E, Li J, Bahena A, Prabhakaran K, Mizsei G, Gabrielyan M, Schuck T, Trotman W, Robinson J, Ohm DT, Lee EB, Trojanowski JQ, McMillan C, Grossman M, Irwin DJ, Detre JA, Tisdall MD, Das SR, Wisse LEM, Wolk DA, Yushkevich PA. Khandelwal P, et al. Among authors: duong mt. Imaging Neurosci (Camb). 2024 May 8;2:1-30. doi: 10.1162/imag_a_00171. eCollection 2024 May 1. Imaging Neurosci (Camb). 2024. PMID: 39301426 Free PMC article.
Tau-neurodegeneration mismatch reveals vulnerability and resilience to comorbidities in Alzheimer's continuum.
Lyu X, Duong MT, Xie L, de Flores R, Richardson H, Hwang G, Wisse LEM, DiCalogero M, McMillan CT, Robinson JL, Xie SX, Lee EB, Irwin DJ, Dickerson BC, Davatzikos C, Nasrallah IM, Yushkevich PA, Wolk DA, Das SR; Alzheimer's Disease Neuroimaging Initiative. Lyu X, et al. Among authors: duong mt. Alzheimers Dement. 2024 Mar;20(3):1586-1600. doi: 10.1002/alz.13559. Epub 2023 Dec 5. Alzheimers Dement. 2024. PMID: 38050662 Free PMC article.
Tau-Atrophy Variability Reveals Phenotypic Heterogeneity in Alzheimer's Disease.
Das SR, Lyu X, Duong MT, Xie L, McCollum L, de Flores R, DiCalogero M, Irwin DJ, Dickerson BC, Nasrallah IM, Yushkevich PA, Wolk DA; Alzheimer's Disease Neuroimaging Initiative. Das SR, et al. Among authors: duong mt. Ann Neurol. 2021 Nov;90(5):751-762. doi: 10.1002/ana.26233. Epub 2021 Oct 15. Ann Neurol. 2021. PMID: 34617306 Free PMC article.
Brain MRI Deep Learning and Bayesian Inference System Augments Radiology Resident Performance.
Rudie JD, Duda J, Duong MT, Chen PH, Xie L, Kurtz R, Ware JB, Choi J, Mattay RR, Botzolakis EJ, Gee JC, Bryan RN, Cook TS, Mohan S, Nasrallah IM, Rauschecker AM. Rudie JD, et al. Among authors: duong mt. J Digit Imaging. 2021 Aug;34(4):1049-1058. doi: 10.1007/s10278-021-00470-1. Epub 2021 Jun 15. J Digit Imaging. 2021. PMID: 34131794 Free PMC article.
Subspecialty-Level Deep Gray Matter Differential Diagnoses with Deep Learning and Bayesian Networks on Clinical Brain MRI: A Pilot Study.
Rudie JD, Rauschecker AM, Xie L, Wang J, Duong MT, Botzolakis EJ, Kovalovich A, Egan JM, Cook T, Bryan RN, Nasrallah IM, Mohan S, Gee JC. Rudie JD, et al. Among authors: duong mt. Radiol Artif Intell. 2020 Sep 23;2(5):e190146. doi: 10.1148/ryai.2020190146. eCollection 2020 Sep. Radiol Artif Intell. 2020. PMID: 33937838 Free PMC article.
119 results