A bidirectional framework for fracture simulation and deformation-based restoration prediction in pelvic fracture surgical planning

B Zeng, H Wang, X Tao, H Shi, L Joskowicz… - Medical Image …, 2024 - Elsevier
Pelvic fracture is a severe trauma with life-threatening implications. Surgical reduction is
essential for restoring the anatomical structure and functional integrity of the pelvis, requiring …

Intelligent surgical planning for automatic reconstruction of orbital blowout fracture using a prior adversarial generative network

J Xu, Y Wei, S Jiang, H Zhou, Y Li, X Chen - Medical Image Analysis, 2025 - Elsevier
Orbital blowout fracture (OBF) is a disease that can result in herniation of orbital soft tissue,
enophthalmos, and even severe visual dysfunction. Given the complex and diverse types of …

Deep Learning–Based Facial and Skeletal Transformations for Surgical Planning

J Bao, X Zhang, S Xiang, H Liu… - Journal of Dental …, 2024 - journals.sagepub.com
The increasing application of virtual surgical planning (VSP) in orthognathic surgery implies
a critical need for accurate prediction of facial and skeletal shapes. The craniofacial …

Craniomaxillofacial Bone Segmentation and Landmark Detection Using Semantic Segmentation Networks and an Unbiased Heatmap

R Zhang, B Jie, Y He, L Zhu, Z Xie, Z Liu… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Craniomaxillofacial (CMF) surgery always relies on accurate preoperative planning to assist
surgeons, and automatically generating bone structures and digitizing landmarks for CMF …

UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration

R Zhang, H Mo, J Wang, B Jie, Y He, N Jin… - arXiv preprint arXiv …, 2024 - arxiv.org
Complicated image registration is a key issue in medical image analysis, and deep learning-
based methods have achieved better results than traditional methods. The methods include …

Automatic Surgical Reconstruction for Orbital Blow-Out Fracture via Symmetric Prior Anatomical Knowledge-Guided Adversarial Generative Network

J Xu, Y Wei, H Zhou, Y Li, X Chen - International Conference on Medical …, 2023 - Springer
Orbital blow-out fracture (OBF) is a complex disease that can cause severe damage to the
orbital wall. The ultimate means of treating this disease is orbital reconstruction surgery …