scholarly journals Techniques to Reduce MR Artifacts on Spine Imaging: An Educational Review

Author(s):  
Sanaz Ghaderi Niri ◽  
Tarik F Massoud
Keyword(s):  
Author(s):  
Florian A. Huber ◽  
Roman Guggenberger

AbstractRecent investigations have focused on the clinical application of artificial intelligence (AI) for tasks specifically addressing the musculoskeletal imaging routine. Several AI applications have been dedicated to optimizing the radiology value chain in spine imaging, independent from modality or specific application. This review aims to summarize the status quo and future perspective regarding utilization of AI for spine imaging. First, the basics of AI concepts are clarified. Second, the different tasks and use cases for AI applications in spine imaging are discussed and illustrated by examples. Finally, the authors of this review present their personal perception of AI in daily imaging and discuss future chances and challenges that come along with AI-based solutions.


1990 ◽  
Vol 14 (2) ◽  
pp. 119-125 ◽  
Author(s):  
Donald L. Kreipke ◽  
Douglas I. Silver ◽  
Robert D. Tarver ◽  
Ethan M. Braunstein

2021 ◽  
pp. emermed-2021-211288
Author(s):  
J Scott Delaney ◽  
Ammar Al-Kashmiri ◽  
Abdulaziz Alalshaikh ◽  
Saif Al-Ghafri ◽  
Sanjeet Singh Saluja ◽  
...  

ObjectiveThe Canadian C-Spine Rule (CCR) and the National Emergency X-Radiography Utilization Study (NEXUS) criteria are two commonly used clinical decision rules which use midline cervical spine (c-spine) tenderness on palpation as an indication for c-spine imaging post-trauma. This study was undertaken to determine the prevalence and location of midline c-spine tenderness in the non-trauma population.MethodsWe prospectively evaluated consenting adult patients presenting to an urban ED or university sport medicine clinic in Montreal, Canada between 2018 and 2020 for atraumatic non-head and neck-related reports over a 20-month period. The presence and location of pain during midline c-spine palpation as assessed by two examiners during separate evaluations was recorded. Patient information such as age, neck length and circumference, gender, body mass index (BMI) and scaphoid tenderness was also collected.ResultsOf 478 patients enrolled, 286 (59.8%) had midline c-spine tenderness on palpation with both examiners. The majority of those with tenderness were female (70.6%). When examining all patients, tenderness was present in the upper third of the c-spine in 128 (26.8%) patients, middle third in 270 (56.5%) patients and lower third in 6 (1.3%) patients. Factors associated with having increased odds of midline c-spine tenderness on palpation included a lower BMI and the presence of scaphoid tenderness on palpation.ConclusionsThere is a high prevalence of c-spine tenderness on palpation in patients who have not undergone head or neck trauma. This finding may help explain the low specificity in some of the validation studies examining the CCR and the NEXUS criteria.


2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Roxanne Massoumi ◽  
Joseph Wertz ◽  
Tuyen Duong ◽  
Chi-hon Tseng ◽  
Howard Chung-Hao Jen

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