Image registration is a fundamental medical image analysis task, and a wide variety of
approaches have been proposed. However, only a few studies have comprehensively …

近年来, 图像采集设备的高速发展极大地丰富了图像种类和数量, 图像配准技术作为图像分析和
处理的关键, 在图像融合, 模式识别和计算机视觉等领域作用日益重要, 如何高精度 …

Purpose Accurate deformable registration of magnetic resonance imaging (MRI) scans
containing pathologies is challenging due to changes in tissue appearance. In this paper …

Clinicians compare breast DCE-MRI after neoadjuvant chemotherapy (NAC) with pre-
treatment scans to evaluate the response to NAC. Clinical evidence supports that accurate …

Medical image registration is an important preprocess of image-guided systems. Since
image registration brings the images to the same coordinate system of the specified …

PURPOSE Despite its potential for improvements through supervision, deep-learningbased
registration approaches are difficult to train for large deformations in 3D scans due to …

Image-guided surgery (IGS) has been a major area of interest in recent decades that
continues to transform surgical interventions and enable safer, less invasive procedures. In …