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Optimized b -value selection for the discrimination of prostate cancer grades, including the cribriform pattern, using diffusion weighted imaging.
- Source :
-
Journal of medical imaging (Bellingham, Wash.) [J Med Imaging (Bellingham)] 2018 Jan; Vol. 5 (1), pp. 011004. Date of Electronic Publication: 2017 Oct 27. - Publication Year :
- 2018
-
Abstract
- Multiparametric magnetic resonance imaging (MP-MRI), including diffusion-weighted imaging, is commonly used to diagnose prostate cancer. This radiology-pathology study correlates prostate cancer grade and morphology with common b -value combinations for calculating apparent diffusion coefficient (ADC). Thirty-nine patients undergoing radical prostatectomy were recruited for MP-MRI prior to surgery. Diffusion imaging was collected with seven b -values, and ADC was calculated. Excised prostates were sliced in the same orientation as the MRI using 3-D printed slicing jigs. Whole-mount slides were digitized and annotated by a pathologist. Annotated samples were aligned to the MRI, and ADC values were extracted from annotated peripheral zone (PZ) regions. A receiver operating characteristic (ROC) analysis was performed to determine accuracy of tissue type discrimination and optimal ADC b -value combination. ADC significantly discriminates Gleason (G) G4-5 cancer from G3 and other prostate tissue types. The optimal b -values for discriminating high from low-grade and noncancerous tissue in the PZ are 50 and 2000, followed closely by 100 to 2000 and 0 to 2000. Optimal ADC cut-offs are presented for dichotomized discrimination of tissue types according to each b -value combination. Selection of b -values affects the sensitivity and specificity of ADC for discrimination of prostate cancer.
Details
- Language :
- English
- ISSN :
- 2329-4302
- Volume :
- 5
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Journal of medical imaging (Bellingham, Wash.)
- Publication Type :
- Academic Journal
- Accession number :
- 29098169
- Full Text :
- https://doi.org/10.1117/1.JMI.5.1.011004