2025
Learning soft tissue deformation from incremental simulations
A data-driven framework that learns soft-tissue mechanics directly from incremental finite-element simulations, enabling more accurate CMF surgical planning.
Authors
Pingkun Yan
2025
Cephalometric Landmark Detection Using Graph-and Image-Aware Network with Landmark Contrastive Regularization
A graph-and image-aware framework with contrastive regularization for robust cephalometric landmark detection under anatomical variability.
2024
Large language models diagnose facial deformity
We explore the potential of general-purpose large language models to interpret facial deformity descriptions and perform diagnostic reasoning in CMF.
2021
Data augmentation for training deep neural networks
A comprehensive overview of data augmentation strategies tailored for medical image segmentation, radiotherapy, and robust deep learning.