2 papers
cs.MA2026
EndoGov: A knowledge-governed multi-agent expert system for endometrial cancer risk stratification
Weiye Dai, Liyun Shi, Zanxiang He +4
Multimodal artificial intelligence models for endometrial cancer (EC) risk stratification typically optimize aggregate predictive performance but provide limited mechanisms for enf…
cs.MA2025
Mapis: A Knowledge-Graph Grounded Multi-Agent Framework for Evidence-Based PCOS Diagnosis
Zanxiang He, Meng Li, Liyun Shi +2
Polycystic Ovary Syndrome (PCOS) constitutes a significant public health issue affecting 10% of reproductive-aged women, highlighting the critical importance of developing effectiv…