Journal of Magnetic Resonance Imaging · 2011 · 57 citations · 23 references
MedicineOncologyRadiologyDiagnostic ImagingDiagnostic RadiologyGenitourinary RadiologyImage FusionImaging AssessmentMagnetic Resonance ImagingMedical Image AnalysisMedical ImagingProstate CancerBinary Logistic RegressionEarly Tumor DetectionLogistic RegressionMultiparametric Magnetic Resonance Imaging (Mri)Prostate Cancer DiagnosisProstate Cancer LocalizationT2-weighted Imaging
PURPOSE: To retrospectively assess the utility of fusion of T2-weighted images (T2WI) and high b-value diffusion-weighted images (DWI) for prostate cancer detection and localization. MATERIALS AND METHODS: In this IRB-approved HIPAA-compliant study, 42 patients with prostate cancer underwent MRI including multiplanar T2WI and axial DWI before prostatectomy. Two independent radiologists first assessed multiplanar T2WI and axial DWI(b-1000) images and recorded whether tumor was present in each sextant. Axial T2WI was then fused with axial DWI(b-1000) images, and the radiologists re-evaluated each sextant for tumor. Accuracy was compared using generalized estimating equations based on a binary logistic regression model. RESULTS: The accuracy, sensitivity, specificity, PPV, and NPV for tumor detection on a sextant-basis using separate and fused image sets was 65.1%, 50.8%, 78.0%, 67.8%, and 63.6% and 71.0%, 60.8%, 80.3%, 73.7%, and 69.3%, respectively, for reader 1, and 54.0%, 42.5%, 64.4%, 52.0%, and 55.2%, and 61.1%, 56.7%, 65.2%, 59.6%, and 62.3%, respectively, for reader 2. The improvements in accuracy, sensitivity, and NPV using fused images were statistically significant for both readers, as was the improvement in PPV for reader 2 (P ranging from <0.0001 to 0.041). With either separate or fused images, there was greater sensitivity for tumors of higher grade or larger size (P ranging from <0.001 to 0.099). CONCLUSION: Fusion of T2WI and high b-value DWI resulted in significant improvements in sensitivity and accuracy for tumor detection on a sextant-basis, with similar specificity.
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Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations
Anwar R. Padhani, Guoying Liu, Dow‐Mu Koh et al. · Neoplasia · 2009 · 2K citations · Full text
Barış Türkbey, Peter A. Pinto, Haresh Mani et al. · Radiology · 2010 · 461 citations