2 papers
cs.CV2026
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, MarÃa 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…