Abstract: Neurodegeneration can be assessed based on a gait signature, using a machine-learning model trained on gait metrics acquired for a patient, in conjunction with cognitive test data and neuropathology information about the patient. The gait signature can be derived from gait kinematic data, e.g., as obtained with a video-based, marker-less motion capture system.

Abstract: In at least one embodiment, the electronic component for a drug delivery device comprises a carrier having a mounting section and a sensor section connected to the mounting section via a connection region. A sensor is arranged on the sensor section and an electric element is arranged on the mounting section and electrically connected to the sensor. The sensor section is arranged movable with respect to the mounting section between a first position and a sensing position. In the sensing position, the sensor is axially offset compared to the first position.

Abstract: Example posture analysis systems and methods are described. In one implementation, a computing system identifies a deviation of a user's posture from a predetermined posture based on visual data associated with the user. The user is informed of the deviation via a graphical image displayed on a display device. The user is then provided with instructions for correcting the deviation via the graphical image displayed on the display device.

Abstract: This application relates to methods and materials for providing a benefit to a seed or seedling of an agricultural plant (e.g., an agricultural grass plant or a Glycine plant), or the agricultural plant derived from the seed or seedling. For example, this application provides purified bacterial populations that include novel seed bacterial endophytes, and synthetic combinations of seeds and/or seedlings (e.g., cereal or soy seeds and/or cereal or soy seedlings) with heterologous seed-derived bacterial endophytes.

Abstract: Aspects of tire sensor auto-location are described. Tire temperature values are received for a set of tire sensor devices. Each tire sensor device provides a tire-specific subset of the tire temperature values. A vehicle configuration indicates that the vehicle has a dual tire setup. The tire temperature values are processed to identify and assign a “dual tire” position indicating an inner position or an outer position for each tire sensor device.

Abstract: Aspects of tire sensor auto-location are described. Timestamped tire acceleration values are received for a set of tire sensor devices. Each tire sensor device provides a tire-specific subset of the timestamped tire acceleration values. Vehicle configuration parameters are identified to define a number of rear axles and a number of tires or wheels on each side of each axle. The vehicle configuration parameters and the timestamped tire acceleration values are processed to identify and assign an axle position and a vehicle side position for each tire sensor device of the set of tire sensor devices.

Abstract: Information from sensors on first and second tires positioned adjacent to each other on a dual wheel hub is obtained and stored in a memory. Also, information about the operation of a vehicle is stored in the memory, where the first and second tires are located on the vehicle. A determination is made as to whether a tire radius difference exists between a first radius of the first tire and a second radius of the second tire based on the temperature values and other parameters. An indication is encoded for display that shows that a tire radius mismatch exists between the first and second tires.

Abstract: Disclosed are various embodiments related to detecting tire theft activity. In one non-limiting example, a vehicle trailer system can include a computing device and a tire sensor. The computing device can be configured to be attached to a semi-trailer and the computing device can include an accelerometer. The tire sensor can be attached to a wheel of the trailer and in data communication with the computing device. The computing device can be configured to at least detect a change in height for a portion of the trailer based at least in part on a measurement from the accelerometer. A pressure loss event can be detected based at least in part on a plurality of pressure measurements meeting a rate loss threshold. A vibration measurement can be identified from the accelerometer. An indication of a theft event can be transmitted to a remote computing device.

Abstract: Neurodegeneration can be assessed based on a gait signature, using a machine-learning model trained on gait metrics acquired for a patient, in conjunction with cognitive test data and neuropathology information about the patient. The gait signature can be derived from gait kinematic data, e.g., as obtained with a video-based, marker-less motion capture system.

Abstract: Disclosed are various embodiments of permanent active sensors in a tire achieved by partially embedding a sensor component in a green tire and adding a removable power source after the tire is cured. The printed circuit board can be encapsulated in the rubber of the tire with a power source housing connected to the electronics through the rubber. In another aspect, the printed circuit board can be directly connected to the power source housing. The sensor interlocks with the rubber of the tire. Various structural features of the sensor, such as a flange or channels for the rubber, can be used to secure the sensor in the rubber of the tire.

Abstract: A modular tire pressure leak detection system includes a tire that supports a vehicle and a sensor unit mounted on the tire. The sensor unit detects real-time tire parameters inside the tire and transmits the parameters to a processor. A plurality of modules are in electronic communication with the processor. The plurality of modules include a pre-processing module that receives the parameters and applies a set of operations to generate pressure time series data, a leak detection module that receives the pressure time series data and determines a leak rate of the tire, and a post-processing module that receives the leak rate of the tire and analyzes the leak rate of the tire with determinations from a plurality of conditions. A leak alert is issued by the post-processing module based upon the analysis of the leak rate of the tire and the determinations from the plurality of conditions.

Abstract: A variable pressure regulator defining a distance between a proximal end of a piston and a floor of a piston seat is disclosed. Adjustment mechanisms for adjusting this distance to alter output pressure are disclosed.

Abstract: A personal cleansing device may include, but is not limited to: a body portion; an electric motor disposed within the body portion; control circuitry configured for control of operation of the electric motor; and a recess defined in the body portion and configured to receive at least one sponge insert.

Abstract: Aspects described herein relate to receiving a timing adjustment (TA) command indicating to adjust timing for an uplink transmission in a time division, adjusting, by the UE and based on the TA command, the timing for the uplink transmission in the time division, and where the uplink transmission includes an overlapping portion that at least partially overlaps in time with a previous uplink transmission scheduled for transmission in a previous time division, due to the TA command, and a non-overlapping portion that does not at least partially overlap in time with the previous uplink transmission, refraining from transmitting the non-overlapping portion of the uplink transmission that is scheduled in the time division. Other aspects relate to transmitting the TA command and not receiving an overlapping uplink transmission.

Abstract: Aspects described herein relate to receiving a timing adjustment (TA) command indicating to adjust timing for an uplink transmission in a time division, adjusting, by the UE and based on the TA command, the timing for the uplink transmission in the time division, and where the uplink transmission includes an overlapping portion that at least partially overlaps in time with a previous uplink transmission scheduled for transmission in a previous time division, due to the TA command, and a non-overlapping portion that does not at least partially overlap in time with the previous uplink transmission, refraining from transmitting the non-overlapping portion of the uplink transmission that is scheduled in the time division. Other aspects relate to transmitting the TA command and not receiving an overlapping uplink transmission.

Abstract: An aircraft lavatory complex incorporating lavatories accessible to passengers of reduced mobility (PRM) is disclosed. Left-side and right-side full service lavatory units are accessible via left-side and right-side lavatory access doors opening in opposing directions. The left-side and right-side full service lavatory units are separated by a common central partition repositionable by cabin crewmembers (but protected from independent repositioning by occupants of either lavatory unit) to enlarge either of the left-side or right-side lavatory units for enhanced PRM accessibility.

Abstract: A modular aft galley and lavatory complex is disclosed. The galley complex is situated aft of an aircraft passenger cabin and incorporates left-side, right-side, and aft galley structures together partially enclosing an interior workspace, the left-side and right-side galley structures separated by a center aisle. Each galley structure includes trolley bays capable of securing trolleys therewithin. Each trolley can be removed from its trolley bay into the interior workspace or central aisle for use in catering or service operations inflight. Each galley structure includes storage bays accessible from the interior workspace. Between the upper and lower portions are flat workdecks and galley insert bays capable of accepting ovens, chillers, beverage makers, and other galley insert devices. Either the left or right galley structure includes a lavatory complex adjacent to the passenger cabin, incorporating aft lavatory units and a galley extension housing additional storage and cart space.

Abstract: An electronic device for playing audio information to a user includes a body and an ear insert. The body has a speaker therein. The ear insert includes an integrated fin and sound director. The fin and sound director are oriented opposite one another at opposite ends of the ear insert in a longitudinal direction. The fin and sound director each project beyond the body in the longitudinal direction. The sound director is in audio communication with the speaker to direct sound from the speaker through and out of the sound director.

Abstract: Conversation user interfaces that are configured for virtual assistant interaction may include contextual interface items that are based on contextual information. The contextual information may relate to a current or previous conversation between a user and a virtual assistant and/or may relate to other types of information, such as a location of a user, an orientation of a device, missing information, and so on. The conversation user interfaces may additionally, or alternatively, control an input mode based on contextual information, such as an inferred input mode of a user or a location of a user. Further, the conversation user interfaces may tag conversation items by saving the conversation items to a tray and/or associating the conversation items with indicators.