Abstract: An example system includes an MRI machine including a gradient coil; and a controller operably coupled to the MRI machine, where the controller is configured to: estimate a hidden error state of the MRI machine by a recurrent neural network; select a preemphasis gradient waveform based on a policy of a reinforcement learning agent and the hidden error state of the MRI machine; output a gradient waveform by the MRI machine; update a policy of the reinforcement learning agent based on the gradient waveform, and a reward function; determine an optimal gradient preemphasis for a next time step by the reinforcement learning agent; and control the gradient coil of the MRI machine based on the optimal gradient preemphasis.

Abstract: Systems and methods are for executing, by a data processing system, a workflow to process results data indicating an output of a data quality test on data records by generating, responsive to receiving the results data and metadata describing the results data, a data quality issue associated with a state and one or more processing steps of the workflow to resolve a data quality error associated with the data quality test. Operations include generating a workflow for processing results data based a state specified by a data quality issue. Generating the workflow includes: assigning, based on the results data and the state of the data quality issue, an entity responsible for resolving the data quality error; determining, based on the metadata, one or more actions for satisfying the data quality condition specified in the data quality test; and updating the state associated with the data quality issue.

Abstract: Disclosed herein is a high-effective-concentration cannabinoid-based vape oil that is flowable within a vape device. The high-effective-concentration cannabinoid-based vape oil comprises a cannabinoid-based incipient and a cannabinoid-based target component. The cannabinoid-based incipient has an in-situ concentration that is less than the saturation concentration of the cannabinoid-based incipient. The cannabinoid-based target component has an in-situ concentration that is less than the saturation concentration of the cannabinoid-based target component. The in-situ concentration of the cannabinoid-based incipient and the in-situ concentration of the cannabinoid-based target component, taken together, is greater than the saturation concentration of the cannabinoid-based target component. The cannabinoid-based target component has an in-actio concentration that is greater than the saturation concentration of the cannabinoid-based target component.

Abstract: Systems and methods are for executing, by a data processing system, a workflow to process results data indicating an output of a data quality test on data records by generating, responsive to receiving the results data and metadata describing the results data, a data quality issue associated with a state and one or more processing steps of the workflow to resolve a data quality error associated with the data quality test. Operations include generating a workflow for processing results data based a state specified by a data quality issue. Generating the workflow includes: assigning, based on the results data and the state of the data quality issue, an entity responsible for resolving the data quality error; determining, based on the metadata, one or more actions for satisfying the data quality condition specified in the data quality test; and updating the state associated with the data quality issue.

Abstract: The disclosed invention is a compact, folding, expandable, wall-mount massage device. The device has two primary configurations: the first is a long, collapsed shape for storage and travel; the second is a shorter, wider, expanded shape for use. The primary components of the device are: a massage element, shown as a sphere in the drawings; and a frame, the frame supporting the massage element during use. The frame includes a central column, surrounded by one or more folding support legs/stabilizing legs. In the collapsed position the folding legs lay near or against the central column, thus reducing the size of the device. In an in-use, or expanded position, the collapsing leg supports move outward, resting against the base of the central column. The result is a wide base that protrudes from the central column in multiple directions.

Abstract: A method is provided for providing target object information to a mobile interface device user in a dynamic structural environment. The method includes receiving from the mobile interface device a request for target object information associated with a target object in the dynamic structural environment. A pose of the mobile interface device relative to the target object is determined accounting for spatial differences in the environment coordinate system resulting from changes in the dynamic structure. The method also includes assembling AR target object information for transmission to and display on the mobile interface device and transmitting the AR target object information to the mobile interface device for display in conjunction with a real-time view of the target object.

Abstract: The systems, devices and methods can deliver a therapeutic material within a cavity of a joint while preventing leakage into the joint space. The systems may include a delivery device configured to deliver a therapeutic material to a treatment area within a bone cavity of a bone. The device may include a containment device. The containment device may include a body having a first end, a second, and a length there between, and an expandable member disposed at the first end of the body so as to cover the first end. The expandable member may be configured to move between an expanded state and a collapsed state. The system may further include an access device that includes a first channel and a second channel. The first channel may be configured to receive the expandable containment device and the second channel may be configured to receive the delivery device.

Abstract: A system for enforcing quality of service and methods of configuring and enforcing quality of service (QoS). In one embodiment, the system includes: (1) a host configured to process a plurality of applications and (2) a modem coupled to the host and configured to interface with data networks and having a non-access stratum configured to prioritize real time data packets and selectively to discard data packets based on a defined criteria.

Abstract: A method is provided for providing target object information to a mobile interface device user in a dynamic structural environment. The method includes receiving from the mobile interface device a request for target object information associated with a target object in the dynamic structural environment. A pose of the mobile interface device relative to the target object is determined accounting for spatial differences in the environment coordinate system resulting from changes in the dynamic structure. The method also includes assembling AR target object information for transmission to and display on the mobile interface device and transmitting the AR target object information to the mobile interface device for display in conjunction with a real-time view of the target object.

Abstract: A method is provided for providing target object information to a mobile interface device user in a dynamic structural environment. The method includes receiving from the mobile interface device a request for target object information associated with a target object in the dynamic structural environment. A pose of the mobile interface device relative to the target object is determined accounting for spatial differences in the environment coordinate system resulting from changes in the dynamic structure. The method also includes assembling AR target object information for transmission to and display on the mobile interface device and transmitting the AR target object information to the mobile interface device for display in conjunction with a real-time view of the target object.

Abstract: A method is provided for providing target object information to a mobile interface device user in a dynamic structural environment. The method includes receiving from the mobile interface device a request for target object information associated with a target object in the dynamic structural environment. A pose of the mobile interface device relative to the target object is determined accounting for spatial differences in the environment coordinate system resulting from changes in the dynamic structure. The method also includes assembling AR target object information for transmission to and display on the mobile interface device and transmitting the AR target object information to the mobile interface device for display in conjunction with a real-time view of the target object.

Abstract: A method for providing electrical system status information to a mobile device user is presented. The method comprises receiving a request for target area electrical system status information from a mobile device, determining the pose of the mobile interface device relative to the target area, obtaining target area electrical system status information for a target electrical system at least partially disposed within the target area, and assembling AR electrical system status information for transmission to and display on the mobile interface device. The AR electrical system status information is assembled using the target area electrical system status information and is configured for viewing in conjunction with a real-time view of the target area captured by the mobile interface device. The AR electrical system status information is then transmitted to the mobile interface device.

Abstract: An asset information management system is provided for obtaining and storing information on assets disposed within a structural environment. The system comprises at least one mobile interface device for capturing information about a target object in the structural environment. An information management operating system operates on a central processor in communication with the mobile interface device and a local positioning system. The domain coordinate management system comprises one or more computers configured for establishing spatial addresses for spaces and points within the structural environment. The asset log comprises one or more data storage modules configured for storing information associated with objects disposed within the structural environment. The spatial indexing engine is configured for assigning a spatial address to the target object and for storing information associated with the target object in the asset log.

Abstract: A method for providing environment information to a mobile device user is presented. The method comprises receiving a request for target environment information from a mobile device, determining the pose of the mobile interface device relative to the target environment, and obtaining target environment data for one or more measurable environment parameters (e.g., radiation level). The target environment data is used to assemble augmented reality information configured for viewing in conjunction with a real-time view of the target environment captured by the mobile interface device. The target augmented reality information is then transmitted to the mobile device for display to the user.

Abstract: A method for providing information associated with a lift process to a mobile device user is presented. The method comprises receiving a request for lift environment information from a mobile device, determining a pose of the mobile interface device relative to a lift process target area, and obtaining lift environment information for at least a portion of the lift process target area. The lift environment information is used to assemble AR lift information for transmission to and display on the mobile interface device. The AR lift information is configured for viewing in conjunction with a real-time view of the lift process target area captured by the mobile interface device. The AR lift information is then transmitted to the mobile interface device for display.

Abstract: A method and system for reducing the amount of processing that an augmented reality platform needs to perform in order to provide an augmented reality experience to a user. The present invention enhances the efficiency of augmented reality processing by reducing the amount of tracking cues and images that need to be processed to determine the narrow pose of a mobile device that outputs the augmented reality experience.

Abstract: A method for providing target object surface information to a mobile device user is presented. The method includes receiving a request for target object surface information from a mobile device, determining the pose of the mobile interface device relative to the target object, and obtaining target object surface information for one or more measurable target object surface parameters. The target object data is used to assemble augmented reality surface information configured for viewing in conjunction with a real-time view of the target object captured by the mobile interface device. The target object augmented reality surface information is then transmitted to the mobile device for display to the user.

Abstract: A method for providing target object information to a mobile device user is presented. The method includes receiving a request for target object information from a mobile device, determining the pose of the mobile interface device relative to the target object, and obtaining target object data for one or more measurable target object parameters (e.g., surface topography). The target object data is used to assemble augmented reality information configured for viewing in conjunction with a real-time view of the target object captured by the mobile interface device. The target object augmented reality information is then transmitted to the mobile device for display to the user.

Abstract: A system for enforcing quality of service and methods of configuring and enforcing quality of service (QoS). In one embodiment, the system includes: (1) a host configured to process a plurality of applications and (2) a modem coupled to the host and configured to interface with data networks and having a non-access stratum configured to prioritize real time data packets and selectively to discard data packets based on a defined criteria.