As the performance of a convolutional neural network is logarithmically proportional to the amount of training data, data augmentation has attracted increasing attention in recent years.Although the current data augmentation methods are efficient because they force the network to learn multiple parts of a given training image through occlusion or r
Inter-individual variation in facial shape is one of the most noticeable phenotypes in humans, and it is clearly under genetic regulation; however, almost nothing is known about the genetic basis of normal human facial morphology.We therefore conducted a genome-wide association study for facial shape phenotypes in multiple discovery and replication
Methotrexate-associated lymphoproliferative disorder (MTX-LPD) is an iatrogenic immunodeficiency-associated lymphoproliferative disorder that occurs mainly with MTX use.This disorder has been associated with Epstein-Barr virus (EBV) infection.In 2017, the WHO newly defined the disease concept of EBV-positive mucocutaneous ulcer (EBV-MCU) as a good-
Fatigue failure is a critical concern for offshore wind Cocktail Napkins turbines (OWTs).In cold-region seas, the presence of sea ice necesitates the consideration of ice loads in the design of OWTs.This study focuses on the NREL 5MW monopile wind turbine and proposes a numerical analysis framework for asesing fatigue damage under wind-ice coupling
Tropospheric ozone is a significant air pollutant with severe adverse effects on human health.The complex dynamics Star Wars of ozone formation, distribution, and health impacts underscore the need for a comprehensive understanding of this pollutant.Despite well-documented health risks, including an estimated 423,100 deaths annually due to ozone ex