3 papers
eess.IV2025
A Language Vision Model Approach for Automated Tumor Contouring in Radiation Oncology
Yi Luo, Hamed Hooshangnejad, Xue Feng +6
Background: Lung cancer ranks as the leading cause of cancer-related mortality worldwide. The complexity of tumor delineation, crucial for radiation therapy, requires expertise oft…
cs.CV2024
Adapting Vision-Language Model with Fine-grained Semantics for Open-Vocabulary Segmentation
Yong Xien Chng, Xuchong Qiu, Yizeng Han +3
Despite extensive research, open-vocabulary segmentation methods still struggle to generalize across diverse domains. To reduce the computational cost of adapting Vision-Language M…
eess.IV2024
EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy
Hamed Hooshangnejad, Xue Feng, Gaofeng Huang +4
Lung cancer is a devastating disease with the highest mortality rate among cancer types. Over 60% of non-small cell lung cancer (NSCLC) patients, which accounts for 87% of diagnose…