DRSN4MCPRED: ACCURATELY PREDICTING SITES OF DNA N4-METHYLCYTOSINE USING DEEP RESIDUAL SHRINKAGE NETWORK FOR DIAGNOSIS AND TREATMENT OF GASTROINTESTINAL CANCER IN THE PRECISION MEDICINE ERA

DRSN4mCPred: accurately predicting sites of DNA N4-methylcytosine using deep residual shrinkage network for diagnosis and treatment of gastrointestinal cancer in the precision medicine era

IntroductionThe DNA N4-methylcytosine (4mC) site levels of those suffering from digestive system cancers were higher, and the pathogenesis In Ground Product (Solar) of digestive system cancers may also be related to the changes in DNA 4mC levels.Identifying DNA 4mC sites is a very important step in studying the analysis of biological function and c

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Classification for Penicillium expansum Spoilage and Defect in Apples by Electronic Nose Combined with Chemometrics

It is crucial for the efficacy of the apple storage to apply methods like electronic nose systems for detection and prediction of spoilage or infection by Penicillium expansum.Based on the acquisition of electronic nose signals, selected sensitive feature sensors of spoilage apple and all sensors were analyzed and compared by the recognition effect

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Different channels to transmit information in scattering media

CLO LIGHTLY LEM Abstract A communication channel should be built to transmit information from one place to another.Imaging is 2 or higher dimensional information communication.Conventionally, an imaging channel comprises a lens with free space at its both sides, whose transfer function is usually known and hence the response of the imaging channel

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