A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä
A comparison of diffusion tensor imaging tractography and constrained spherical deconvolution with automatic segmentation in traumatic brain injury
Tekijät: Tallus Jussi, Mohammadian Mehrbod, Kurki Timo, Roine Timo, Posti Jussi P., Tenovuo Olli
Kustantaja: ELSEVIER SCI LTD
Julkaisuvuosi: 2023
Journal: NeuroImage: Clinical
Tietokannassa oleva lehden nimi: NEUROIMAGE-CLINICAL
Lehden akronyymi: NEUROIMAGE-CLIN
Artikkelin numero: 103284
Vuosikerta: 37
Sivujen määrä: 9
ISSN: 2213-1582
eISSN: 2213-1582
DOI: https://doi.org/10.1016/j.nicl.2022.103284
Verkko-osoite: https://doi.org/10.1016/j.nicl.2022.103284
Rinnakkaistallenteen osoite: https://research.utu.fi/converis/portal/detail/Publication/178813902
Detection of microstructural white matter injury in traumatic brain injury (TBI) requires specialised imaging methods, of which diffusion tensor imaging (DTI) has been extensively studied. Newer fibre alignment estimation methods, such as constrained spherical deconvolution (CSD), are better than DTI in resolving crossing fibres that are ubiquitous in the brain and may improve the ability to detect microstructural injuries. Furthermore, auto-matic tract segmentation has the potential to improve tractography reliability and accelerate workflow compared to the manual segmentation commonly used. In this study, we compared the results of deterministic DTI based tractography and manual tract segmentation with CSD based probabilistic tractography and automatic tract segmentation using TractSeg. 37 participants with a history of TBI (with Glasgow Coma Scale 13-15) and persistent symptoms, and 41 healthy controls underwent deterministic DTI-based tractography with manual tract segmentation and probabilistic CSD-based tractography with TractSeg automatic segmentation.Fractional anisotropy (FA) and mean diffusivity of corpus callosum and three bilateral association tracts were measured. FA and MD values derived from both tractography methods were generally moderately to strongly correlated. CSD with TractSeg differentiated the groups based on FA, while DTI did not. CSD and TractSeg-based tractography may be more sensitive in detecting microstructural changes associated with TBI than deterministic DTI trac-tography. Additionally, CSD with TractSeg was found to be applicable at lower b-value and number of diffusion-encoding gradients data than previously reported.
Ladattava julkaisu This is an electronic reprint of the original article. |  |
