3 papers
cs.CV2026
KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning
Zheng Guo, Jiaqi Cui, Haocheng Xiong +5
Non-invasive prediction of Gleason Grade Group (GGG) in prostate cancer using multiparametric MRI (mpMRI) is clinically vital for reducing unnecessary biopsies. Existing GGG predic…
cs.CV2025
HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction
Jiaqi Cui, Lu Wen, Yuchen Fei +4
Survival prediction using whole-slide images (WSIs) is crucial in cancer re-search. Despite notable success, existing approaches are limited by their reliance on sparse slide-level…
cs.CV2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition
Sixian Ding, Xu Jiang, Zhongjing Du +3
Semi-supervised deep facial expression recognition (SS-DFER) has gained increasingly research interest due to the difficulty in accessing sufficient labeled data in practical setti…