3 papers
cs.CV2025
Restrictive Hierarchical Semantic Segmentation for Stratified Tooth Layer Detection
Ryan Banks, Camila Lindoni Azevedo, Hongying Tang +1
Accurate understanding of anatomical structures is essential for reliably staging certain dental diseases. A way of introducing this within semantic segmentation models is by utili…
q-bio.TO2025
Periodontal Bone Loss Analysis via Keypoint Detection With Heuristic Post-Processing
Ryan Banks, Vishal Thengane, María Eugenia Guerrero +4
This study proposes a deep learning framework and annotation methodology for the automatic detection of periodontal bone loss landmarks, associated conditions, and staging. 192 per…
cs.CV2024
H-FCBFormer Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating Paper
Ryan Banks, Bernat Rovira-Lastra, Jordi Martinez-Gomis +2
Occlusal contacts are the locations at which the occluding surfaces of the maxilla and the mandible posterior teeth meet. Occlusal contact detection is a vital tool for restoring t…