TY - JOUR
T1 - Prostate cancer
T2 - Utility of fusion of T2-weighted and high b-value diffusion-weighted images for peripheral zone tumor detection and localization
AU - Rosenkrantz, Andrew B.
AU - Mannelli, Lorenzo
AU - Kong, Xiangtian
AU - Niver, Ben E.
AU - Berkman, Douglas S.
AU - Babb, James S.
AU - Melamed, Jonathan
AU - Taneja, Samir S.
PY - 2011/7
Y1 - 2011/7
N2 - 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 DWIb-1000 images and recorded whether tumor was present in each sextant. Axial T2WI was then fused with axial DWIb-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.
AB - 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 DWIb-1000 images and recorded whether tumor was present in each sextant. Axial T2WI was then fused with axial DWIb-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.
KW - T2-weighted imaging
KW - diffusion-weighted imaging
KW - fusion
KW - prostate cancer
UR - http://www.scopus.com/inward/record.url?scp=79959614688&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79959614688&partnerID=8YFLogxK
U2 - 10.1002/jmri.22598
DO - 10.1002/jmri.22598
M3 - Article
C2 - 21698707
AN - SCOPUS:79959614688
SN - 1053-1807
VL - 34
SP - 95
EP - 100
JO - Journal of Magnetic Resonance Imaging
JF - Journal of Magnetic Resonance Imaging
IS - 1
ER -