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
Nathan Lampen
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.
2023
Spatiotemporal incremental mechanics modeling of facial tissue change
A spatiotemporal incremental mechanics model that captures continuous facial soft-tissue deformation for CMF surgical simulation.