作者位次 #9/11ACL 2026Poster· Natural Language Processing
Region-Grounded Report Generation for 3 D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework
Cong Huy Nguyen · Son Dinh Nguyen · Guanlin Li · Tuan Dung Nguyen · Aditya Narayan Sankaran · Mai Huy Thong · Thanh Trung Nguyen · Mai Hong Son · Reza Farahbakhsh · Phi Le Nguyen · Noel Crespi
摘要
Automated medical report generation for 3D PET/CT imaging is fundamentally challenged by the high-dimensional nature of volumetric data and a critical scarcity of annotated datasets, particularly for low-resource languages. Current black-box methods map whole volumes to reports, ignoring the clin...