2 papers
eess.IV2026
Anchored Fusion for Automated Airway Segmentation in Pediatric and Adult CT
Huseyin Umut Isik, Ege Mert Balcik, Duygu Atasoy +3
Airway segmentation from chest CT enables branch-level measurement of airway size and growth, but peripheral bronchi remain hard to segment, particularly in children, whose airways…
cs.CV2026
ARC-CT: Anatomy-Routed Contrastive Vision-Language Learning for 3D Chest CT
Huseyin Umut Isik, Mehmet Alp Ozaydin, Sila Kurugol +1
Contrastive vision-language learning uses paired chest CT volumes and radiology reports to learn abnormality classifiers without manually annotated labels. However, two characteris…