3 papers
eess.IV2026
GLIDE-Reg: Global-to-Local Deformable Registration Using Co-Optimized Foundation and Handcrafted Features
Yunzheng Zhu, Aichi Chien, Kimaya kulkarni +5
Deformable registration is crucial in medical imaging. Several existing applications include lesion tracking, probabilistic atlas generation, and treatment response evaluation. How…
cs.CV2025
Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Lung Nodule Malignancy Prediction
Luoting Zhuang, Seyed Mohammad Hossein Tabatabaei, Ramin Salehi-Rad +4
Machine learning models have utilized semantic features, deep features, or both to assess lung nodule malignancy. However, their reliance on manual annotation during inference, lim…
q-bio.QM2025
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data
Luoting Zhuang, Stephen H. Park, Steven J. Skates +3
Cancer evolves continuously over time through a complex interplay of genetic, epigenetic, microenvironmental, and phenotypic changes. This dynamic behavior drives uncontrolled cell…