Xu, Xuanang

2024

Patient-specific reference model estimation for orthognathic surgical planning

A patient-specific reference model framework for orthognathic surgical planning that improves anatomical correspondence and supports more reliable downstream simulation.

• surgical planning
• reference model
• deep learning

2024

Correspondence attention for facial appearance simulation

A correspondence-aware attention model for patient-specific facial appearance simulation in craniomaxillofacial surgical planning.

• facial simulation
• deep learning
• correspondence attention

2023

Soft-tissue driven craniomaxillofacial surgical planning

A soft-tissue driven planning framework that couples facial outcome modeling with craniomaxillofacial surgical decision-making.

• surgical planning
• deep learning
• facial modeling

2023

Shape description losses for medical image segmentation

• segmentation
• shape modeling

2022

Deep learning-based facial appearance simulation driven by surgically planned craniomaxillofacial bony movement

A deep learning framework for predicting facial soft-tissue appearance from planned craniomaxillofacial bony movement.

• medical imaging
• CMF surgery
• face simulation
• deep learning

2022

Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning

• biomechanics
• facial tissue
• deep learning