Anatomical Feature-guided Volumeric Registration of Multimodal Prostate MRI

TL;DR

This paper presents a novel anatomical feature-guided mutual information method for accurate multimodal prostate MRI registration, improving alignment quality for better diagnosis and treatment planning.

Contribution

It introduces the use of anatomical features as landmarks for prostate registration, enhancing accuracy across different imaging modalities and orientations.

Findings

Significant improvement in registration accuracy demonstrated.

Effective across multiple imaging modalities and orientations.

Potential application in various prostate treatment guidance scenarios.

Abstract

Radiological imaging of prostate is becoming more popular among researchers and clinicians in searching for diseases, primarily cancer. Scans might be acquired at different times, with patient movement between scans, or with different equipment, resulting in multiple datasets that need to be registered. For this issue, we introduce a registration method using anatomical feature-guided mutual information. Prostate scans of the same patient taken in three different orientations are first aligned for the accurate detection of anatomical features in 3D. Then, our pipeline allows for multiple modalities registration through the use of anatomical features, such as the interior urethra of prostate and gland utricle, in a bijective way. The novelty of this approach is the application of anatomical features as the pre-specified corresponding landmarks for prostate registration. We evaluate the registration results through both artificial and clinical datasets. Registration accuracy is evaluated by performing statistical analysis of local intensity differences or spatial differences of anatomical landmarks between various MR datasets. Evaluation results demonstrate that our method statistics-significantly improves the quality of registration. Although this strategy is tested for MRI-guided brachytherapy, the preliminary results from these experiments suggest that it can be also applied to other settings such as transrectal ultrasound-guided or CT-guided therapy, where the integration of preoperative MRI may have a significant impact upon treatment planning and guidance.