Prognosis of cervical myelopathy based on diffusion tensor imaging with artificial intelligence methods

2019 ◽  
pp. e4114 ◽  
Author(s):  
Richu Jin ◽  
Keith Dk Luk ◽  
Jason Pui Yin Cheung ◽  
Yong Hu
2018 ◽  
Vol 60 (11) ◽  
pp. 1181-1191 ◽  
Author(s):  
Tomasz Tykocki ◽  
Philip English ◽  
David Minks ◽  
Arunkumar Krishnakumar ◽  
Guy Wynne-Jones

2010 ◽  
Vol 65 (6) ◽  
pp. 465-473 ◽  
Author(s):  
M. Xiangshui ◽  
C. Xiangjun ◽  
Z. Xiaoming ◽  
Z. Qingshi ◽  
C. Yi ◽  
...  

Author(s):  
AC Friesen ◽  
SA Detombe ◽  
P Doyle-Pettypiece ◽  
H Haddad ◽  
W Ng ◽  
...  

Background: Degenerative cervical myelopathy is characterized by progressive compression of the spinal cord resulting in debilitating loss of dexterity, independent ambulation, and sphincter control. Diffusion tensor imaging (DTI) has shown that, compared to healthy controls, myelopathy patients have decreased integrity of the corticospinal tracts and corpus callosum (Bernabeu-Sanz et al, 2020). Methods: Twenty-six myelopathy patients consented to cerebral diffusion tensor imaging (3 Tesla, 32 directions, b=1000) preoperatively, as well as 6-weeks, 12-weeks, and 6-months postoperatively. Average mean diffusivity (MD), fractional anisotropy (FA), radial diffusivity (RD), and axial diffusivity (AD) were measured in the corticospinal tracts, forceps major, and forceps minor. Results: Both MD and RD decreased from 6-12 weeks postoperatively in the right corticospinal tract. The forceps major of the corpus callosum showed an initial postoperative increase in MD followed by a subsequent increase in FA and decrease in RD 3-6 months postoperatively. The AD of the forceps major increased both immediately and 3-6 months postoperatively. Conclusions: Changes in microstructural integrity of the corticospinal tract and forceps major over the postoperative recovery period suggest a pattern of recovery in myelopathy patients. This study is the first to report postoperative DTI changes in myelopathy-relevant white matter tracts in the brain.


2013 ◽  
Vol 13 (8) ◽  
pp. 867-876 ◽  
Author(s):  
Woo-Kyoung Yoo ◽  
Tae-Hwan Kim ◽  
Dinh-Mahn Hai ◽  
Shanmuga Sundaram ◽  
Young-Mi Yang ◽  
...  

2020 ◽  
Vol 9 (6) ◽  
pp. 1828 ◽  
Author(s):  
Stefania d’Avanzo ◽  
Marco Ciavarro ◽  
Luigi Pavone ◽  
Gabriele Pasqua ◽  
Francesco Ricciardi ◽  
...  

(1) Background: In addition to conventional magnetic resonance imaging (MRI), diffusion tensor imaging (DTI) has been investigated as a potential diagnostic and predictive tool for patients with degenerative cervical myelopathy (DCM). In this preliminary study, we evaluated the use of quantitative DTI in the clinical practice as a possible measure to correlate with upper limbs function. (2) Methods: A total of 11 patients were enrolled in this prospective observational study. Fractional anisotropy (FA) values was extracted from DTI data before and after surgery using a GE Signa 1.5 T MRI scanner. The Nine-Hole Peg Test and a digital dynamometer were used to measure dexterity and hand strength, respectively. (3) Results: We found a significant increase of FA values after surgery, in particular below the most compressed level (p = 0.044) as well as an improvement in postoperative dexterity and hand strength. Postoperative FA values moderately correlate with hand dexterity (r = 0.4272, R2 = 0.0735, p = 0.19 for the right hand; r = 0.2087, R2 = 0.2265, p = 0.53 for the left hand). (4) Conclusion: FA may be used as a marker of myelopathy and could represent a promising diagnostic value in patients affected by DCM. Surgical decompression can improve the clinical outcome of these patients, especially in terms of the control of finger-hand coordination and dexterity.


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