Qingyu Meng

Towards a structure-aware multi-hop retrieval framework for large language model reasoning over complex oncology guidelines

Large language models (LLMs) augmented with clinical guidelines show promise in medical question answering, yet structural parsing and evidence retrieval over complex guidelines remain challenging. We propose SMART-RAG (Structure-aware Multi-hop Augmented Retrieval Technique for...

Phase separation of PHLDB2 promotes lung adenocarcinoma progression through FLNA stabilization and ERK activation

Lung adenocarcinoma (LUAD) is the most common histological subtype of lung cancer, but the phase separation-related mechanisms that support its progression remain poorly defined. By integrating phase separation-related gene profiling with prognostic modeling, we identified PHLDB2...