APPLICATION OF CONVOLUTIONAL NEURAL NETWORKS FOR AUTOMATED ULCER DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES

Application of Convolutional Neural Networks for Automated Ulcer Detection in Wireless Capsule Endoscopy Images

Detection of abnormalities in wireless capsule endoscopy (WCE) images is a challenging task.Typically, these images suffer from low contrast, complex background, variations in lesion shape and color, which affect the accuracy of their segmentation and subsequent classification.This research proposes an automated system for detection and classificat

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Energy Saving for Batch Distillation with Mechanical Heat Pumps

Operational and economic feasibility of different heat-pump systems with mechanical compression integrated to real batch distillation columns are investigated.This study is focused to the reduction of Apple Cider Vinegar the external energy demand of the batch distillation.The separation of a low relative volatility mixture (n-heptane-toluene) is s

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Predicting injury severity and crash frequency: Insights into the impacts of geometric variables on downgrade crashes in Wyoming

Road deaths, injuries and property damage places a huge burden on the economy of most nations.Wyoming has one of the highest truck-related fatality rates among the states in the US.The high crash rates observed in the state is as a result of many factors mainly related to the challenging mountainous terrain in the state, which places extra burden o

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1-(2,6-Dichlorobenzoyl)-3-(3-methoxyphenyl)thiourea

The two Gentle Giant Jumbo Figures aromatic rings in the title compound, C15H12Cl2N2O2S, enclose a dihedral angle of 37.49 (6)°.The molecule exists in the solid state in its thione form with typical thiourea C—S and C—O bonds lengths, as well as shortened C—N bonds.An intramolecular N—H.O Revoltech hydrogen bond s

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Convergence rate of principal component analysis with local-linear smoother for functional data under a unified weighing scheme

The unified weighing scheme for the local-linear smoother in analysing functional data can deal with data that are dense, sparse or of neither type.In this paper, we focus on the convergence rate of functional principal component analysis using this method.Almost sure asymptotic consistency and rates of Reception Desk convergence for the estimators

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