Brain tumor image segmentation based on improved FPN

Abstract Purpose Automatic segmentation of brain tumors by deep learning algorithm is one of the research hotspots in the field of medical image segmentation.An improved FPN network for brain tumor segmentation is proposed to improve the segmentation effect of brain tumor.Materials and methods Aiming at the problem that the traditional full convolu

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Distributed demand-side management optimisation for multi-residential users with energy production and storage strategies

This study considers load control in a multi-residential setup where energy scheduler (ES) devices installed in smart meters are employed for demand-side management (DSM).Several residential end-users share the same energy source and each residential user has non-adjustable loads and adjustable loads.In addition, residential users may have storage

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