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High-frequency oscillatory ventilation (HFOV) is an established mode of respiratory support in the neonatal intensive care unit. Large clinical trial data is based on first intention use in preterm ...

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Conclusion: The proposed model demonstrated high predictive ... techniques, and machine learning algorithms were implemented via Python (version 3.9.12). Figure 2 shows the features used as predictors ...

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Abstract: Experimental characterization of magnetic components has grown to be increasingly important to understand and model their behaviours in high-frequency PWM converters ... this work proposes a ...

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However, current methods still is confronted with two challenges: 1) these methods rarely explore the long-term feature dependencies in the frequency domain. 2) they can hardly preserve the ...

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