Yuqian Fan

MergeNeXt: a hybrid CNN–transformer model for retinal OCT image classification

Abstract Retinal disease recognition is a critical component of computer-aided diagnosis (CAD). Despite advancements, existing models often struggle to capture both fine-grained local details and complex global relationships in optical coherence tomography (OCT) images. This stud...

Interaction-AwareGraph Learning for State-of-HealthEstimation of Sodium-Ion Batteries

Abstract Accurate state-of-health (SOH) estimation is critical to the reliable operation and large-scale deployment of sodium-ion batteries (SIBs). However, the complex and nonstationary degradation behavior of SIBs under different charging protocols pose a major challenge to ach...