A regression method for EEG-based cross-dataset fatigue detection

Introduction: Fatigue is dangerous for certain jobs requiring continuous concentration.When faced with new datasets, the existing fatigue detection model needs a large amount of electroencephalogram (EEG) data for training, which is resource-consuming and impractical.Although the cross-dataset fatigue detection model does not need to be retrained,

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Methods for Treatment of Malignant Pleural Effusion

This brief review provides up-to-date information on the management of malignant pleural effusions (MPE).In general, selection of the most appropriate treatment approach should be individualized.Management of MPE relies on tumor type, pulmonary re-expansion, performance Blood Pressure status, symptoms, and life expectancy.Pleurodesis and IPC placem

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