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Genomic prediction has been widely utilized to estimate genomic breeding values (GEBVs) in farm animals. In this study, we conducted genomic prediction for 20 economically important traits including growth, carcass and meat quality traits in Chinese Simmental beef cattle. Five approaches (GBLUP, BayesA, BayesB, BayesCπ and BayesR) were used to estimate the genomic breeding values. The predictive accuracies...
Drug discovery is guided by theories regarding disease pathogenesis, and biomarkers are the essential analytical tools used to translate those theories into clinical experiments. Biomarkers can be used to expedite clinical trials by permitting selection of the most uniform and responsive patient population, by reporting on target engagement of a particular therapeutic mechanism, and by permitting...
Adaptive modulation can be used to significantly enhance the spectrum utilization for both civilian applications, e.g., cognitive radio, and military ones. It requires a receiver to follow the modulation variation of a transmitter dynamically and automatically. Binary automatic modulation detection technology has been applied to detect the modulation scheme for adaptive modulation. Modulation classification...
Automatic modulation classification with a single receiver has been intensively studied for two decades. Enhancing the successful classification probability is a bottleneck in this research field especially with weak signals in a non-cooperative communication environment. A sensor network with distributed classification techniques is expected to achieve technology breakthrough in providing spatial...
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