Abstract
Purpose: To investigate the diagnostic yield of low to ultra-high b-values for the differentiation of benign from malignant vertebral fractures using a state-of-the-art single-shot zonal-oblique-multislice spin-echo echo-planar diffusion-weighted imaging sequence (SShot ZOOM SE-EPI DWI).Materials and Methods: 66 patients (34 malignant, 32 benign) were examined on 1.5 T MR scanners. ADC maps were generated from b-values of 0,400; 0,1000 and 0,2000s/mm(2). ROIs were placed into the fracture of interest on ADC maps and trace images and into adjacent normal vertebral bodies on trace images. The ADC of fractures and the Signal-Intensity-Ratio (SIR) of fractures relative to normal vertebral bodies on trace images were considered quantitative metrics. The appearance of the fracture of interest was graded qualitatively as iso-, hypo, or hyperintense relative to normal vertebrae.Results: ADC achieved an area under the curve (AUC) of 0.785/0.698/0.592 for b = 0,400/0,1000/0,2000s/mm(2) ADC maps respectively. SIR achieved an AUC of 0.841/0.919/0.917 for b = 400/1000/2000s/mm(2) trace images respectively. In qualitative analyses, only b = 2000s/mm(2) trace images were diagnostically valuable (sensitivity:1, specificity:0.794). Machine learning models incorporating all qualitative and quantitative metrics achieved an AUC of 0.95/0.98/0.98 for b-values of 400/1000/2000s/mm(2) respectively. The model incorporating only qualitative metrics from b = 2000s/mm(2) achieved an AUC of 0.97.Conclusion: By using quantitative and qualitative metrics from SShot ZOOM SE-EPI DWI, benign and malignant vertebral fractures can be differentiated with high diagnostic accuracy. Importantly qualitative analysis of ultrahigh b-value images may suffice for differentiation as well.
Original language | English |
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Article number | 100377 |
Number of pages | 8 |
Journal | European journal of radiology open |
Volume | 8 |
DOIs | |
Publication status | Published - 2021 |
Keywords
- Diffusion magnetic resonance imaging
- Spinal fractures
- Vertebral body
- Magnetic resonance imaging
- PROSTATE-CANCER
- 3 T
- COMPRESSION FRACTURES
- LESIONS
- CORD
- ADC
- MRI