Abstract: The various implementations described herein include techniques and apparatuses for handwriting and other user gesture detection and recognition. In one aspect, a method includes receiving, via one or more sensors of a wearable device worn by a user, neuromuscular data generated from performance of a hand gesture by the user. The method also includes generating, using one or more encoders, one or more encodings by encoding the neuromuscular data; and identifying, using a language model, one or more terms from the one or more encodings. The method further includes causing display of the one or more terms to the user during performance of the hand gesture.

Abstract: Systems, methods, and apparatuses for generating and using machine learning models using genetic data. A set of input features for training the machine learning model can be identified and used to train the model based on training samples, e.g., for which one or more labels are known. As examples, the input features can include aligned variables (e.g., derived from sequences aligned to a population level or individual references) and/or non-aligned variables (e.g., sequence content). The features can be classified into different groups based on the underlying genetic data or intermediate values resulting from a processing of the underlying genetic data. Features can be selected from a feature space for creating a feature vector for training a model. The selection and creation of feature vectors can be performed iteratively to train many models as part of a search for optimal features and an optimal model.

Abstract: A vehicle storage system includes a base that is configured to be disposed on seating assemblies within a rear seating space. A first partition is coupled to the base, and the first partition extends along a first edge of the base. A second partition is spaced from the first partition. The second partition is coupled to the base and extends along a second opposing edge of the base. A cross member is coupled to a top edge of each of the first partition and the second partition. The cross member extends adjacent to a headliner.

Abstract: Configurations are described for assisting execution of a percutaneous procedure while protecting the vascular pathway to the target treatment area. One example is directed to an embolic protection system for deploying a device to a distal location across a diseased vessel, the embolic protection system which may include an expandable introducer, an embolic protection device, and a loading sleeve.

Abstract: Glass-based articles that include a compressive stress layer extending from a surface of the glass-based article to a depth of compression are formed by exposing glass-based substrates to water vapor containing environments. The methods of forming the glass-based articles may include elevated pressures and/or multiple exposures to water vapor containing environments.

Abstract: Methods for a reusable space vehicle to land at substantially the same location as its launching site. The vehicle traveling in a particular orbit, which is a repeating ground track orbit, allows for launching and landing at the same location once per day. The repeating ground track orbits that allow for launching and landing at the same location once per day overfly the launch and landing site once per day. Launching and landing at the same site provides a number of direct advantages. For example, the just-landed vehicle may be transported a relatively short distance to the launch site, reconditioned relatively quickly, and be ready for a quick turn-around launch.

Abstract: An electrical header for use in an electrical connector assembly includes a body adapted to mount to an object and having an opening formed therethrough for receiving an electrical terminal. The body further defines a plug on a first side thereof and adapted to engage with a mating electrical connector of the assembly. The plug includes a pair of first opposing sidewalls extending from the body and defining a locking feature adapted to engage with a corresponding locking feature of the mating connector, and a pair of second opposing sidewalls extending from the body and defining a keying feature. The first and second pairs of opposing sidewalls are adapted to mate with a first mating connector oriented in a first direction, and mate with a second mating connector oriented in a second direction distinct from the first direction.

Abstract: In some examples, an embolic protection system is provided for deploying a device in a diseased vessel of a vasculature, the embolic protection system comprising: an embolic protection device (EPD) including: an EPD shaft; a dual-hoop filter provided at a distal end of the EPD shaft, the dual-hoop filter including a distal hoop provided at a distal end of the dual-hoop filter, and a proximal hoop provided at a proximal end of the dual-hoop filter; and a filter actuator located at or towards a proximal end of the EPD, the filter actuator operable to selectively open or close the distal hoop and the proximal hoop of the dual-hoop filter.

Abstract: A drug delivery device for setting and dispensing doses of a liquid drug is described. The device includes a housing and a dose setting and drive mechanism with a dose setting member and a dose setting drum. The dose setting and drive mechanism is configured to perform a dose setting operation for setting a dose to be delivered by the drug delivery device by rotating the dose setting member relative to the housing and a dose delivery operation for delivering the set dose during rotation of the dose setting drum relative to dose setting member the housing. The dose setting drum includes an array of encoder features at its proximal end. The dose setting member has at least one aperture located in a proximal end surface that is coincident with at least a portion of the array of encoder features of the dose setting drum.

Abstract: In one embodiment, a method of intermingling stereoscopic and conforming virtual content to a bounded surface is performed at a device that includes one or more processors, non-transitory memory, and one or more displays. The method includes displaying a bounded surface within a native user computer-generated reality (CGR) environment, wherein the bounded surface is displayed based on a first set of world coordinates characterizing the native user CGR environment. The method further includes displaying a first stereoscopic virtual object within a perimeter of a first side of the bounded surface, wherein the first stereoscopic virtual object is displayed in accordance with a second set of world coordinates that is different from the first set of world coordinates characterizing the native user CGR environment.

Abstract: The present disclosure relates to a drug delivery device for setting and dispensing doses of a liquid drug. The device comprises a housing and a dose setting and drive mechanism with a dose setting member. The dose setting and drive mechanism is, at least partially, arranged within the housing and is configured to perform a dose setting operation for selecting a dose to be delivered by the drug delivery device by moving the dose setting member relative to the housing and a dose delivery operation for delivering the set dose by axially displacing the dose setting member along an axis. The maximum radial extension perpendicular to the axis of the dose setting member is smaller than the maximum radial extension of a region of the housing located adjacent to the dose setting member.

Abstract: The present invention in one embodiment provides a compound of Formula A: or a pharmaceutically acceptable salt thereof; pharmaceutical compositions comprising the compound; and methods of treating the indications disclosed herein.

Abstract: Methods and systems may support dynamic, real-time or near-real-time processing, analysis, and processing of data to automatically identify and obtain coupons corresponding to consumer products such that, in response to receiving a request to purchase one or more products, qualifying coupons may be automatically identified, retrieved, and applied to the purchase.

Abstract: A system and method are provided for simulating circuits that transmit bidirectional signals between some ports using simulators designed originally for electrical circuits and systems, that eliminate the need for different port interfaces. The system and method can be applied to simulate photonic circuits either standalone or integrated with electrical circuits and systems. In one method implemented by the system potential and flow representations, available for example in Verilog-A simulators, are used to create bidirectional signals on a single bus line to transmit optical signals. In another method implemented by the system, the system auto-configures each optical port type as left or right at runtime or during a pre-simulation initialization to allow for bidirectional signals with a single port interface.

Abstract: The present disclosure refers to a drug delivery device for setting and dispensing doses of a liquid drug which may be used together with a module for detecting the amount of a dose selected and/or delivered. The device comprises a housing and a dose setting and drive mechanism with a dose setting member. The dose setting and drive mechanism is configured to perform a dose setting operation for selecting a dose to be delivered by rotating the dose setting member relative to the housing and a dose delivery operation for delivering the set dose by pushing the dose setting member axially towards the housing without relative rotation therebetween. The dose setting member comprises a set of axially directed stop teeth formed at its distal end which are configured to engage with a set of counterstop teeth located on the housing at the end of the dose delivery operation.

Abstract: Systems and methods may be provided that may enable an individual to retrieve one or more prescription products (e.g., product refills) from a self-service retrieval location such as a counter, drive-thru, drop box, or kiosk. The individual may identify a medical prescription, and a unique-machine readable code may be generated, wherein the code is associated with the medical prescription and a particular station at an identified retrieval location. The unique machine-readable code may be transmitted to a computing device of the individual, who may scan the code at particular station to retrieve one or more prescription products associated with the medical prescription.

Abstract: Disclosed herein are glass pharmaceutical vials having sidewalls of reduced thickness. In embodiments, the glass pharmaceutical vial may include a glass body comprising a sidewall enclosing an interior volume. An outer diameter D of the glass body is equal to a diameter d1 of a glass vial of size X as defined by ISO 8362-1, wherein X is one of 2R, 3R, 4R, 6R, 8R, 10R, 15R, 20R, 25R, 30R, 50R, and 100R as defined by ISO 8362-1. However, the sidewall of the glass pharmaceutical vial comprises an average wall thickness Ti that is less than or equal to 0.85*s1, wherein s1 is a wall thickness of the glass vial of size X as defined by ISO 8362-1 and X is one of 2R, 3R, 4R, 6R, 8R, 10R, 15R, 20R, 25R, 30R, 50R, and 100R as defined by ISO 8362-1.

Abstract: A shim or badge is affixed to a golf cub body to produce a cap-back iron, giving the appearance of a hollow-body iron. In this way, the golf club can be manufactured with the performance benefits of a game improvement iron, while providing the appearance of a blade, player's iron, and/or a hollow-body iron. For example, by using a lightweight and rigid shim or badge to close a cavity opening and extend into the toe portion of the golf club body, the golf club head can provide increased stiffness in the topline, while lowering CG. Various shim or badge arrangements and materials can be used, and a filler material and/or damper can be included within the cavity to improve sound and feel, while minimizing loss in COR.

Abstract: A system and method that enables the ongoing communication, tracking, and management review of feedback among a population of workers and their management.