Related Experiment Video
Updated: Sep 4, 2026

A Cognitive Fusion-guided Prostate Biopsy Using Multiparametric Magnetic Resonance Imaging and Transrectal Ultrasound
Published on: March 21, 2025
Fusion-Assisted PI-RADS v2.1 Assessment on Prostate mpMRI: A Multi-reader Observer Performance Study
Dan Shi1, Yuhang Chen2, Shuai Ming1
1Department of Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui 230001, China (D.S, S.M, P.C, J.L, Y.R, M.D., Y.Z., W.C., W.W.).
Rationale And Objectives:
Although PI-RADS v2.1 offers a standardized assessment framework, substantial inter-reader variability persists in the evaluation of score-related imaging features. In particular, differentiating benign hyperplastic nodules from malignant lesions within the transition zone poses a major clinical challenge. The aim of the study was to determine the impact of using an mpMRI fusion imaging technique to improve the diagnostic performance of PI-RADS v2.1 for prostate cancer (PCa).
Materials And Methods:
This multicenter retrospective study included 327 patients. The study utilized a sparse representation-based algorithm to generate fusion images, combining pseudo-color ADC maps reflecting tumor cellular density with the anatomical details of T2WI. An expert fellowship-trained urogenital radiologist interpreted all 327 scans based on PI-RADS v2.1. Two radiologists evaluated the cases under both conventional reading and fusion-assisted reading modes to compare reading times and diagnostic performance.
Results:
Fusion imaging facilitates enhanced visualization of tumor lesions. Apart from facilitating better tumor visualization, the fusion approach greatly streamlined the reading process and cut down interpretation time. The technique substantially reduced reading times (in Center 1, the average time decreased from 114.94 s to 94.84 s). Regarding diagnostic performance, the accuracy of the senior radiologist in Center 1 increased from 81.59% to 93.86%, and the agreement (Kappa value) improved from 0.632 to 0.877. Furthermore, the fusion technique effectively narrowed the experience gap between readers. As a cognitive aid, T2WI-ADC fusion imaging significantly improves the detection of transition zone lesions and diagnostic performance.
Conclusion:
The application of mpMRI fusion imaging as a supplementary diagnostic modality is conducive to narrowing inter-reader discrepancies and improving agreement across readers at different experience levels.
Related Concept Videos
Imaging Studies IV: Magnetic Resonance Imaging
Magnetic Resonance Imaging
Radiological Investigation II: MRI and Ventilation Perfusion Scan
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...

