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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: xie l. 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: xie l. 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.
Automated multiclass tissue segmentation of clinical brain MRIs with lesions.
Weiss DA, Saluja R, Xie L, Gee JC, Sugrue LP, Pradhan A, Nick Bryan R, Rauschecker AM, Rudie JD. Weiss DA, et al. Among authors: xie l. Neuroimage Clin. 2021;31:102769. doi: 10.1016/j.nicl.2021.102769. Epub 2021 Jul 24. Neuroimage Clin. 2021. PMID: 34333270 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: xie l. 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.
Self- and Partner-Reported Subjective Memory Complaints: Association with Objective Cognitive Impairment and Risk of Decline.
Zuroff L, Wisse LE, Glenn T, Xie SX, Nasrallah IM, Habes M, Dubroff J, de Flores R, Xie L, Yushkevich P, Doshi J, Davatsikos C, Shaw LM, Tropea TF, Chen-Plotkin AS, Wolk DA, Das S, Mechanic-Hamilton D. Zuroff L, et al. Among authors: xie sx, xie l. J Alzheimers Dis Rep. 2022 Jul 22;6(1):411-430. doi: 10.3233/ADR-220013. eCollection 2022. J Alzheimers Dis Rep. 2022. PMID: 36072364 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: xie sx, xie l. 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.
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