ABSTRACT
Electrocardiogram (ECG) is a low-cost, simple, fast, and non-invasive test. It can reflect the heart's electrical activity and provide valuable diagnostic clues about the health of the entire body. Therefore, ECG has been widely used in various biomedical applications such as arrhythmia detection, disease-specific detection, mortality prediction, and biometric recognition. In recent years, ECG-related studies have been carried out using a variety of publicly available datasets, with many differences in the datasets used, data preprocessing methods, targeted challenges, and modeling and analysis techniques. Here we systematically summarize and analyze the ECG-based automatic analysis methods and applications. Specifically, we first reviewed 22 commonly used ECG public datasets and provided an overview of data preprocessing processes. Then we described some of the most widely used applications of ECG signals and analyzed the advanced methods involved in these applications. Finally, we elucidated some of the challenges in ECG analysis and provided suggestions for further research.
Subject(s)
Humans , Arrhythmias, Cardiac/diagnosis , Electrocardiography/methods , AlgorithmsABSTRACT
The protoplasts of Micromonospora purpurea,the high yield strains of gentammicin producer were mutagenized by diethyl sulfate(DES)and ultraviolet radiation(UV)respectively,then fused,screened by gentamicin resistance and regenerated.The average fermentation unit 2200?U/ml could be achieved by shake flask for 10 batches.The average fermentation unit 1900?U/ml could be obtained by 5L fermentor for 7 batches.The quality of the end product conformed to CP2000,BP2000 and USP26 pharmacopoeia.
ABSTRACT
Gentamicin production at home and abroad was fermentation cycle long,production rate low,production costs high and short of competitiveness.Added a little quantity of lysine,glycine,tyrosine,methionine into the medium of gentamicin producing Micromonospora purpurea during inoculation could improve the metabolic capability of microbe,shorten fermentation cycle and increase production rate of gentamicin.The new method was successfully developed in shaking flask test and applied to 5L glass fermentor for one month.Average data of one month showed that the fermentation time per cycle was shortened about 40% and the yield of gentamicin per fermentor increased about 14% in comparison with the conventional technique.The production rate of gentamicin was increased 30% ~95%(according to the capability of strain).The quality of the end product gentamicin conformed to CP2000,BP2000 and USP26 pharmacopoeia.Therefore,the new method may reduce production costs of gentamicin remarkably,it shows strong competitiveness in the marketplace.