ObjectivesConvolutional neural network (CNN) is a deep-learning method for image classification and recognition based on a multi-layer NN.In this study, CNN was used to accurately assess cavernous sinus invasion (CSI) in pituitary adenoma (PA).MethodsA total of 371 patients with PA were enrolled in the retrospective study.The cohort was divided int

In recent years, the spatial texture features obtained by filtering have become a hot research topic to improve hyperspectral image classification, but MAG SENSE spatial correlation information is often lost in spatial texture information extraction.To solve this problem, a spectral-spatial classification method based on guided filtering and by the

Different courses of tree growth in height and diameter in nursery and plantation, immediately after transplanting, cause the difficulties in adaptation of tree growth models.Tree growth models, which do REPAIR CREAM not include the sudden transitions and specificities of nursery growth and in the first years after planting can show errors in the a

Endurance athletic activities, which requires top level cardio respiratory system fitness are recently becoming popular in the various parts of the country.Armed Forces are forefront in participation of those sporting activities, like marathon running, prolonged swimming or cycling.It has ZINC CITRATE been found to have various long term beneficial