A WGAN-GP-based ECG signal expansion and an SE-ResNet1D-based classification method are proposed to address the problem of poor modeling results due imbalanced sample distribution data sets. The network architectures WGAN-GP SE-ResNet1D designed according characteristics signals so that they can be better applied generation signals. First, were generated using on MIT-BIH arrhythmia database bal...

human prions by hydrogen peroxide gas plasma sterilization. Infect Control Hosp Epidemiol 2009;30:769-777. 17. Jackson GS, McKintosh E, Flechsig E, et al. An enzyme-detergent method for effective prion decontamination of surgical steel. / Gen Virol 2005;86: 869-878. 18. Taguchi F, Tamai Y, Uchida A, et al. Proposal for a procedure for complete inactivation of the Creutzfeldt-Jakob disease agent...

Richard Kosmala is a strategic marketing manager for systems and connectivity at Mindray North America. E-mail: [email protected] Since the first wireless patient telemetry systems were introduced in the 1970s, the technology used to transmit real-time patient information over the airwaves has gone through a number of generations. Initially, the radio frequency (RF) technology was purely an...

background: the chemical quality of water used for dialysis fluid is a vital factor in the overall care received by dialysis patients. therefore, water used for this purpose should be treated with advanced methods before use for dialysis. the objective of this study was to assess the efficiency of reverse osmosis systems to improve water quality used for dialysis fluid. methods: in this descrip...

Abstract Recognizing ECG cardiac arrhythmia automatically is an essential task for diagnosing the abnormalities of muscle. The proposal few algorithms has been made classifying arrhythmias, however system classification efficiency determined on basis its prediction and diagnosis accuracy. Hence, in this study efficient as expertise. Discrete Wavelet Transform (DWT) being utilized preprocessing ...

a watershed management program is usually based on the results of watershed modeling. accurate modeling results are decided by the appropriate parameters and input data. precipitation is the most important input for watershed modeling. precipitation characteristics usually exhibit significant spatial variation, even within small watersheds. therefore, properly describing the spatial variation o...

background: chemical and microbial quality of water used in hemodialysis play key roles in a number of dialysis-related complications. in order to avoid the complications and to guarantee safety and health of patients therefore, vigorous control of water quality is essential. the objective of present study was to investigate the chemical and bacteriological characteristics of water used in dial...

Alzheimer’s disease (AD) is the most common form of dementia. AD initially targets memory and progressively destroys the mind. The brain atrophies as the neocortex suffers neuronal, synaptic, and dendritic losses, and the “hallmark” amyloid plaques and neurofibrillary tangles proliferate. Pharmacological management, at best, is palliative and transiently effective, with marked adverse effects. ...