4 papers
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration
Haiqiao Wang, Zhuoyuan Wang, Dong Ni +1
Deformable image registration plays a crucial role in medical imaging, aiding in disease diagnosis and image-guided interventions. Traditional iterative methods are slow, while dee…
A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound
Haiqiao Wang, Hong Wu, Zhuoyuan Wang +4
Prostate cancer (PCa) poses a significant threat to men's health, with early diagnosis being crucial for improving prognosis and reducing mortality rates. Transrectal ultrasound (T…
Encoding Matching Criteria for Cross-domain Deformable Image Registration
Zhuoyuan Wang, Haiqiao Wang, Yi Wang
Most existing deep learning-based registration methods are trained on single-type images to address same-domain tasks.However, cross-domain deformable registration remains challeng…
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation
Zhuoyuan Wang, Dong Sun, Xiangyun Zeng +2
The segmentation of organs in volumetric medical images plays an important role in computer-aided diagnosis and treatment/surgery planning. Conventional 2D convolutional neural net…