3 papers
cs.LG2026
LUNG-KGMM: Knowledge-Guided Multimodal Learning for Lung Cancer Incidence Prediction
Chunlei Yang, Shuyan Li, Zhong Cao
Early identification of lung cancer risk is critical for timely intervention, yet existing prediction models are limited by their reliance on single data modalities and their inabi…
cs.LG2026
GRASP: group-Shapley feature selection for patients
Yuheng Luo, Shuyan Li, Zhong Cao
Feature selection remains a major challenge in medical prediction, where existing approaches such as LASSO often lack robustness and interpretability. We introduce GRASP, a novel f…
cs.CV2025
MeniMV: A Multi-view Benchmark for Meniscus Injury Severity Grading
Shurui Xu, Siqi Yang, Jiapin Ren +5
Precise grading of meniscal horn tears is critical in knee injury diagnosis but remains underexplored in automated MRI analysis. Existing methods often rely on coarse study-level l…