دورية أكاديمية
أعرض في EDS

Accuracy and reliability of diffusion imaging models.

التفاصيل البيبلوغرافية
العنوان: Accuracy and reliability of diffusion imaging models.
المؤلفون: Seider NA; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Adeyemo B; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Miller R; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Newbold DJ; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Neurology, New York University Langone Medical Center, New York, NY 10016, United States of America., Hampton JM; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Scheidter KM; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Rutlin J; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Laumann TO; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Roland JL; Department of Neurological Surgery, Washington University School of Medicine, St Louis, MO 63110 United States of America., Montez DF; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Van AN; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Biomedical Engineering, Washington University in St Louis, St. Louis, MO 63110, United States of America., Zheng A; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Marek S; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Kay BP; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Bretthorst GL; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Chemistry, Washington University in St Louis, St. Louis, MO 63110, United States of America., Schlaggar BL; Kennedy Krieger Institute, Baltimore, MD 21205, United States of America; Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States of America; Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States of America., Greene DJ; Department of Cognitive Science, University of California, San Diego, La Jolla, CA, United States of America., Wang Y; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Biomedical Engineering, Washington University in St Louis, St. Louis, MO 63110, United States of America., Petersen SE; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Biomedical Engineering, Washington University in St Louis, St. Louis, MO 63110, United States of America; Department of Neuroscience, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Psychological and Brain Sciences, Washington University in St. Louis, MO 63110, United States of America., Barch DM; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Psychological and Brain Sciences, Washington University in St. Louis, MO 63110, United States of America., Gordon EM; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Snyder AZ; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Shimony JS; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Neuroscience, Washington University School of Medicine, St. Louis, MO 63110, United States of America., Dosenbach NUF; Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Biomedical Engineering, Washington University in St Louis, St. Louis, MO 63110, United States of America; Program in Occupational Therapy, Washington University School of Medicine, St. Louis, MO 63110, United States of America; Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, United States of America.
المصدر: NeuroImage [Neuroimage] 2022 Jul 01; Vol. 254, pp. 119138. Date of Electronic Publication: 2022 Mar 23.
نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S.
اللغة: English
بيانات الدورية: Publisher: Academic Press Country of Publication: United States NLM ID: 9215515 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-9572 (Electronic) Linking ISSN: 10538119 NLM ISO Abbreviation: Neuroimage Subsets: MEDLINE
أسماء مطبوعة: Original Publication: Orlando, FL : Academic Press, c1992-
مواضيع طبية MeSH: Diffusion Magnetic Resonance Imaging*/methods , Diffusion Tensor Imaging*/methods, Algorithms ; Bayes Theorem ; Brain/anatomy & histology ; Brain/diagnostic imaging ; Diffusion ; Humans ; Reproducibility of Results
مستخلص: Diffusion imaging aims to non-invasively characterize the anatomy and integrity of the brain's white matter fibers. We evaluated the accuracy and reliability of commonly used diffusion imaging methods as a function of data quantity and analysis method, using both simulations and highly sampled individual-specific data (927-1442 diffusion weighted images [DWIs] per individual). Diffusion imaging methods that allow for crossing fibers (FSL's BedpostX [BPX], DSI Studio's Constant Solid Angle Q-Ball Imaging [CSA-QBI], MRtrix3's Constrained Spherical Deconvolution [CSD]) estimated excess fibers when insufficient data were present and/or when the data did not match the model priors. To reduce such overfitting, we developed a novel Bayesian Multi-tensor Model-selection (BaMM) method and applied it to the popular ball-and-stick model used in BedpostX within the FSL software package. BaMM was robust to overfitting and showed high reliability and the relatively best crossing-fiber accuracy with increasing amounts of diffusion data. Thus, sufficient data and an overfitting resistant analysis method enhance precision diffusion imaging. For potential clinical applications of diffusion imaging, such as neurosurgical planning and deep brain stimulation (DBS), the quantities of data required to achieve diffusion imaging reliability are lower than those needed for functional MRI.
Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
(Copyright © 2022. Published by Elsevier Inc.)
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معلومات مُعتمدة: IK2 CX001680 United States CX CSRD VA; K23 NS088590 United States NS NINDS NIH HHS; K99 MH129616 United States MH NIMH NIH HHS; R01 HD094381 United States HD NICHD NIH HHS; T32 MH100019 United States MH NIMH NIH HHS; P30 NS098577 United States NS NINDS NIH HHS; T32 NS115672 United States NS NINDS NIH HHS; R44 MH121276 United States MH NIMH NIH HHS; F31 NS110332 United States NS NINDS NIH HHS; R25 NS090978 United States NS NINDS NIH HHS; R00 MH121518 United States MH NIMH NIH HHS; U54 HD087011 United States HD NICHD NIH HHS; K01 MH104592 United States MH NIMH NIH HHS; K99 MH121518 United States MH NIMH NIH HHS; R25 MH112473 United States MH NIMH NIH HHS; R01 MH096773 United States MH NIMH NIH HHS; R44 MH124567 United States MH NIMH NIH HHS; R44 MH122066 United States MH NIMH NIH HHS
تواريخ الأحداث: Date Created: 20220327 Date Completed: 20220510 Latest Revision: 20240117
رمز التحديث: 20240117
مُعرف محوري في PubMed: PMC9841915
DOI: 10.1016/j.neuroimage.2022.119138
PMID: 35339687
قاعدة البيانات: MEDLINE
الوصف
تدمد:1095-9572
DOI:10.1016/j.neuroimage.2022.119138