Abstract: Techniques for classifying biomedical image data using a graph neural network are disclosed. In one particular embodiment, the techniques may be realized as a method for classifying biomedical image data comprising generating an annotated representation of biomedical image data; identifying a plurality of pixel clusters based on the biomedical image data; constructing a graph based on the plurality of pixel clusters; determining at least one biomedical feature for at least one node of the graph based on the annotated representation of the biomedical image data; and processing a graph neural network to classify the biomedical image data based on the at least one biomedical feature.

Abstract: Techniques for classifying biomedical image data using a graph neural network are disclosed. In one particular embodiment, the techniques may be realized as a method for classifying biomedical image data comprising generating an annotated representation of biomedical image data; identifying a plurality of pixel clusters based on the biomedical image data; constructing a graph based on the plurality of pixel clusters; determining at least one biomedical feature for at least one node of the graph based on the annotated representation of the biomedical image data; and processing a graph neural network to classify the biomedical image data based on the at least one biomedical feature.

Abstract: A method of wirelessly charging batteries of devices includes detecting at least two devices being simultaneously present on a charging mat. It is determined, for each of the at least two devices, whether the device is compatible with a wireless charging standard. It is determined, for each of the two devices, whether the device is enabled for a near field communication. Charging of the devices is prevented if at least one of the devices is enabled for a near field communication but not compatible with the wireless charging standard.

Abstract: The present invention provides a transgenic strain for producing succinate. The transgenic strain comprises an autotrophic host cell, and a plurality of exogenous genes within the host cell. The exogenous genes include a gene for expressing ?-ketoglutarate decarboxylase (Kgd), a gene for expressing succinate semialdehyde dehydrogenase (GabD), a gene for expressing citrate synthase (GltA) and a gene for expressing phosphoenolpyruvate carboxylase (Ppc). Further, expression of at least one of the native genes encoding glucose-1-phosphate adenylyltransferase (GlgC), succinate dehydrogenase subunit A (SdhA), and succinate dehydrogenase subunit B (SdhB) is suppressed in the host cell. The present invention further provides a method for producing succinate, which comprises: providing a transgenic strain of the present invention, and culturing the transgenic strain under a preset condition.

Abstract: A method of wirelessly charging batteries of devices includes detecting at least two devices being simultaneously present on a charging mat. It is determined, for each of the at least two devices, whether the device is compatible with a wireless charging standard. It is determined, for each of the two devices, whether the device is enabled for a near field communication. Charging of the devices is prevented if at least one of the devices is enabled for a near field communication but not compatible with the wireless charging standard.

Abstract: An electronic device may include a display, and a laser reception device to receive a laser beam and to provide power based on the received laser beam.

Abstract: A fluid mover includes a rotor to transfer momentum with a fluid when operated at a given volumetric flow rate through the rotor. The rotor includes a plurality of enclosed passages to transfer momentum in or out of the fluid as the fluid passes through the enclosed passages in response to rotation of the rotor. The passages are formed with a cross sectional shape and cross sectional dimensions along their entire length sufficient to establish and maintain laminar flow of the fluid along the entire length of the enclosed passages when the fluid is passing through the rotor at the given volumetric flow rate. The fluid mover also includes a housing having at least one inlet and at least one outlet for the fluid.

Abstract: Systems and methods for securing a mobile asset. In an implementation, a method includes receiving a user ID code associated with a user, receiving an asset ID code associated with a mobile asset, determining if the asset ID code is associated with the user ID code, and emitting an alarm indicator if the asset ID code is not associated with the user ID code.