Abstract: A closed-loop current controller for regulating a current consumption of a load, comprising a current sensor for detecting a present current consumption of the load, a PWM modulator for modulating a PWM signal sent to the load and a controller for receiving an original reference signal representing a target current, the controller calculating an error signal based on a difference between the target current and the present current, the controller using an error-integrating algorithm that adjusts the original reference signal to produce a revised reference signal. The PWM modulator receives the revised reference signal and modulates the PWM signal sent to the load based in part on the revised reference signal.

Abstract: An electronic gaming system is provided. The electronic gaming system may (a) store at least one primary ticket set and at least one secondary ticket set, the at least one primary ticket set including a first plurality of tickets and the at least one secondary ticket set including a second plurality of tickets; (b) select a first ticket from the first plurality of tickets; (c) determine (i) a first prize associated with the first ticket and (ii) a first facade associated with the first ticket; (d) cause a display device to display the first facade; (e) in response to the first prize including a free play, select a second ticket from the second plurality of tickets; (f) determine (i) a second prize associated with the second ticket and (ii) a second facade associated with the second ticket; and (g) cause the display device to display the second facade.

Abstract: An electronic gaming system includes a processor and a memory device storing instructions, which when executed by the processor, cause the processor to: cause a display device to visually indicate a number of available free spins stored in the memory device for a feature game; generate an output in response to a player input at a gaming device; determine a trigger condition for the feature game based on the number of available free spins; determine that the output satisfies the trigger condition; and in response to the output satisfying the trigger condition: build, from presentation records stored in the memory device, a facade for the output that includes a spin of a base game and the number of available free spins of the feature game; cause display of the facade on the display device; and reset the number of available free spins stored in the memory device.

Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: A system and computer-implemented method for facilitating a user of a mobile device obtaining image data of damage to a vehicle for damage assessment includes capturing image data of a vehicle with the mobile device. The mobile device may include an orientation model for capturing the image data. The captured image data is analyzed, and a determination is made of the orientations of the images of the captured image data. In addition, a determination is made as to whether the captured image data can be used for the damage assessment. The captured image data may then be transmitted to a damage estimator computing device for estimating an amount of damage to the vehicle.

Abstract: Systems, methods, and devices for a cancer pathology laboratory information system (LIS) are described herein. Features and solutions described may enhance the efficiency and accuracy with which tissue samples are recorded, processed, and tracked for pathology. For example, a dynamic technician interface may be provided to minimize the quantity of inputs and/or potential errors that may be made by a technician. Also provided are solutions for monitoring, analyzing, and correcting improper or inefficient technician conduct. Many other features and examples are described herein.

Abstract: Systems, methods, and devices for applying neural networks (NNs) to a cancer pathology laboratory information system (LIS) are described herein. Features and solutions described may include receiving technician performance information corresponding to a technician at a technician station; monitoring the technician performance information to detect a breach in sample processing standards; apply the technician performance information and an indication of the breach as input information to one or more neural networks (NNs); dynamically generating a prompt comprising an indication of the breach and the remedy and cause a technician terminal, at the technician station, to generate the prompt; and verifying that the breach has been remedied. Many other features and examples are described herein.

Abstract: Anatomical proximal humerus osteosynthesis bone plate devices, as well as kits and systems containing same, are disclosed. The bone plate devices are configured and adapted for attachment to a proximal humerus. The kits include at least two bone plate devices that differ from one another in at least one structural and/or size characteristic. Also disclosed are methods of use thereof.

Abstract: The present application discloses a method, system, and computer system for providing a unified map and performing an active measure for re-routing transport based on one or more hazards along a current route. The method includes obtaining context information for a managed vehicle, obtaining map data, determining, based at least in part on the context information and the map data, whether the managed vehicle is parked in an unsafe location, in response to determining that the managed vehicle is parked in the unsafe location, determining whether to perform an active measure with respect to the managed vehicle, and in response to determining to perform the active measure, performing the active measure.

Abstract: A system for data escalation includes an interface and a processor. The interface is configured to receive sensor data. The processor is configured to determine whether the sensor data indicates an infraction by a driver; in response to the sensor data indicating the infraction by the driver, determine whether the sensor data is to be escalated; in response to determining that the sensor data is to be escalated, indicate that the sensor data is to be escalated to a server; and in response to determining that the sensor data is not to be escalated, indicate the infraction to the driver.

Abstract: Systems, methods, and devices, for melanoma pathology using one or more neural networks (NNs). The techniques described herein may include receiving molecular data corresponding to a patient biopsy sample; molecular data; encoding molecular output data according to a preselected encoding scheme; receiving image data corresponding to the patient biopsy sample; applying the image data to an image analysis NN; concatenate the encoded molecular data to the image data at an intermediate layer of the image analysis NN; and producing, based on the encoded molecular information and the image information concatenated at the intermediate layer, a prognosis output from the image analysis NN. Many other features and examples are described herein.

Abstract: A system includes an interface and a processor. The interface is configured to receive one or more images of an interior of a vehicle from a camera. The processor is configured to determine whether the one or more images indicates to initiate communication to a selected group of receivers from a driver; receive a message; and provide the message to the selected group of receivers.

Abstract: A system for dynamic job shifting includes an interface and a processor. The interface is configured to receive a job request to perform a job. The processor is configured to monitor available resources for performing the job. The available resources include a set of vehicle carried systems accessible to a vehicle event recorder via a communication link. The vehicle event recorder is coupled to a vehicle. The processor is further configured to determine a vehicle carried system of the set of vehicle carried systems for performing the job; provide the job to the vehicle carried system, where the job is configured to create one or more checkpoint data files; and receive an indication of creation of a checkpoint data file of the one or more checkpoint data files.

Abstract: A system for extended time scale event detection includes a data storage device and a processor. The data storage device is configured to store sensor data associated with a vehicle. The processor is configured to analyze an extended time period of the sensor data to identify minor events. The minor events are detected using a minor event threshold. The processor is further configured to determine whether there are more than a threshold number of the minor events and, in the event there are more than a threshold number of the minor events, flag the minor events.

Abstract: A system for dynamic job shifting includes an interface and a processor. The interface is configured to receive a job request to perform a job. The processor is configured to monitor available resources for performing the job. The available resources include a set of vehicle carried systems accessible to a vehicle event recorder via a communication link. The vehicle event recorder is coupled to a vehicle. The processor is further configured to determine a vehicle carried system of the set of vehicle carried systems for performing the job; provide the job to the vehicle carried system, where the job is configured to create one or more checkpoint data files; and receive an indication of creation of a checkpoint data file of the one or more checkpoint data files.

Abstract: A system for checking consent includes an input interface and a processor. The input interface is to receive a start indication of a driver shift start. The processor is to determine a driver for the driver shift; determine whether a consent is stored for the driver; and in the event a consent is stored for the driver, store a transfer indication.

Abstract: A system for efficient video browsing includes an interface and a processor. The interface is configured to receive marks for a video, where marks for a video are determined based at least in part on trigger inputs. The processor is configured to determine whether to enter an efficient video browsing mode; and in response to determining to enter the efficient video browsing mode: retrieve a portion of the video based at least in part on the marks; and cause displaying of the portion of the video.

Abstract: A system for providing power includes a control and a switch. The control is configured to indicate providing parallel power to a vehicle mounted device. The switch is configured to connect power in parallel to the vehicle mounted device, where connecting power in parallel includes back current protection.

Abstract: A system for capturing video comprises an input interface and a processor. The input interface is configured to receive sensor data. The processor is configured to determine whether a driver is in a dangerous state based at least in part on the sensor data; and in the event the driver is in the dangerous state, provide an indication to turn on interior video capture.

Abstract: A diagnostic monitoring system and method is employed for one or more vapor compression systems such as air conditioners and heat pumps having a compressor, an indoor air handler fan coil and an outdoor condensor. Temperature, voltage and current sensors are provided at the outdoor condensor to determine that at least one vapor compression system is operating properly. Data obtained from the sensors is wirelessly transmitted to a receiving-device for use by the systems' custodian or repair service provider and includes information concerning an occurrence of periods when one or more of the vapor compression systems are operating at an abnormal state.