Accurate short-term vessel trajectory prediction is important for traffic monitoring and collision-risk screening in port-approach waters, where vessels frequently turn, accelerate, decelerate, and merge into traffic lanes. This study develops a maneuver-aware residual multi-scale long short-term memory (LSTM) framework for Automatic Identification System (AIS)-based 10–30 min trajectory prediction. The method predicts residua...

The abnormal proliferation, migration, and angiogenesis of retinal microvascular endothelial cells (RMECs) are key pathological mechanisms involved in diabetic retinopathy (DR). This study aims to investigate the regulatory role of PAX interacting protein 1 (PTIP) in modulating proliferation, angiogenesis, and inflammatory responses in RMECs under high-glucose conditions. The levels of PTIP, VEGF, MDA, and SOD were measured in...