to be used more efficiently for machine learning and deep learning models for applications, such as classification, detection, and automated applications. In addition, the redundant data in the overall dataset is filtered out as the data is reduced during feature extraction. In this review, we cov...
To demonstrate the impact of the dataset size, we also report results for pretraining CPC just on PTB-XL i.e. using only 40% of the original training dataset. As expected, increasing the size of the training dataset leads to improvements in the linear evaluation performance. Again, the ...
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Upon successful transmission, the an assistant device or a tablet may delete some of the report data stored on itself. For purposes of augmentation of data a component in a medical device system made according to embodiments may augment data that was acquired on another component. For example, ...
This report presents the results of a pilot project using wireless PDAs as teaching tools in an undergraduate medical curriculum. This technology was used to foster a transition from a passive to an interactive learning environment in the classroom and provided a solution for the implementa-tion of...
According to a World Health Organization (WHO) report, in the year 2019, around 17.9 million cardiovascular disease-related deaths were registered. This accounts for 32% of all global mortality, and the highest among all non-communicable diseases [1]. In addition, more than three-fourths of ...