2 papers
cs.CV2026
Hospital-Specific Bias in Patch-Based Pathology Models
Mengliang Zhang
Pathology foundation models (PFMs) achieve strong performance on diverse histopathology tasks, but their sensitivity to hospital-specific domain shifts remains underexplored. We sy…
cs.IR2025
Generating Querying Code from Text for Multi-Modal Electronic Health Record
Mengliang ZHang
Electronic health records (EHR) contain extensive structured and unstructured data, including tabular information and free-text clinical notes. Querying relevant patient informatio…