SinoXivProstate cancer risk prediction remains challenged by the inability to reliably distinguish indolent from aggressive disease, leading to overtreatment or undertreatment. Conventional approaches based ...
Device-to-device (D2D) communications play a key role in today's communication infrastructures. They help optimise network capacity, reduce latency and enhance quality of service. The main difficulty ...
Background Meibomian gland dysfunction (MGD) is the leading cause of evaporative dry eye and is characterized by gland obstruction, lipid imbalance, and tear film instability. While inflammatory mecha...
Nocturnal cooling during frost events in complex terrain is governed by interactions between topography and boundary-layer processes, yet these dynamics remain poorly resolved at high temporal resolut...
Data heterogeneity remains one of the most significant challenges in federated learning (FL), impacting model performance, convergence, and scalability. This issue is especially critical in healthcare...
Clustering is widely used to discover interpretable structure in data, but conventional unsupervised methods group examples by \emph{feature similarity} alone, ignoring any available prediction tar...
