Identification of the diffusion type of molecules in living cells is crucial to deduct their driving forces and hence to get insight into the characteristics of the cells.In this paper, deep residual networks have been Bassinets used to classify the trajectories of molecules.We started from the well known ResNet architecture, developed for image cl

In complex mountainous areas where earthquakes are frequent, landslide hazards pose a significant threat to human life and property due to their high degree of concealment, complex development mechanism, and abrupt nature.In view of the problems of the existing landslide hazard susceptibility evaluation model, such as poor effectiveness and inaccur

Abstract Most ecological communities harbor many rare species (i.e., the rare biosphere), however, relatively little is known about how distinct ecological processes structure their existence.Here, we used spatiotemporal data on soil bacterial communities along a natural ecosystem gradient to model the relative influences of assembly processes stru

Accessory canals and apical deltas have been extensively studied in human dentistry.Their clinical role as a difficult to clean reservoir for bacteria during endodontic treatments has been well described.Many papers describe in detail the pulp anatomy of equine dentition but little attention has been given to their apical ramifications.The goal of

Right hemisphere stroke patients frequently present with a combination of lateralised and non-lateralised attentional deficits characteristic of the neglect syndrome.Attentional deficits are associated with poor functional outcome and are challenging to treat, with non-lateralised deficits often persisting into the chronic stage and representing a