Abstract: An emergency medical treatment system is provided that can be used in connection with providing prehospital medical treatment to a patient. The system includes a patient data display device programmed to receive and display data associated with the patient; an environmental assessment device configured to capture visual, aural, or other ambient environmental data associated with an emergency treatment site associated with the patient; a patient monitoring device configured to be positioned on the patient and having multiple sensors programmed to collect physiological data or vitals data associated with the patient; and a patient data processing device configured with a speech-to-text module. Rules-based or machine learning based algorithm modules can be provided for generating alerts or making treatment option recommendations in connection with the patient data collected and displayed on the patient display device.

Abstract: Techniques for latent space based steganographic image generation are described. A processing device, for instance, receives a digital image and a secret that includes a bit string. A pretrained encoder of an autoencoder generates an embedding of the digital image that includes latent code. A secret encoder is trained and utilized to generate an embedding of the secret to act as a latent offset to the latent code. The processing device leverages a pretrained decoder of the autoencoder to generate a steganographic image based on the embedding of the secret and the embedding of the digital image. The steganographic image includes the secret and is visually indiscernible from the digital image. Further, the processing device is configured to recover the secret from the steganographic image, such as by training and leveraging a secret decoder to extract the secret.

Abstract: An apparatus for generating a highly energetic plasma employs a low-energy neutral beam injected into a magnetically contained mirror plasma to produce plasma ions boosted in energy to fusion levels by a coordinated radiofrequency field.

Abstract: Disclosed herein are glass-ceramic articles including a crystalline phase comprising a jeffbenite crystalline structure. The glass-ceramic articles may include a first surface, a second surface opposite the first surface, and a perimeter defining a shape of the glass-ceramic article. The glass-ceramic articles may further include a phase assemblage comprising one or more crystalline phases and a glass phase. The one or more crystalline phases may include a crystalline phase having the jeffbenite crystalline structure.

Abstract: Disclosed embodiments relate to apparatuses and methods for wound treatment. In some embodiments, a negative pressure source is incorporated into a wound dressing apparatus so that the wound dressing and the negative pressure source are part of an integral or integrated wound dressing structure that applies the wound dressing and the negative pressure source simultaneously to a patient's wound. The negative pressure source and/or electronic components may be positioned between a wound contact layer and a cover layer of the wound dressing. The negative pressure source and/or electronic components may be separated and/or partitioned from an absorbent area of the dressing. A switch may be integrated with the wound dressing to control operation of the wound dressing apparatus. A connector may be direct air from an outlet of the negative pressure source to the environment. A non-return valve may inhibit back flow of air into the wound dressing.

Abstract: An anode for an energy storage device is provided that includes a current collector having an electrically conductive layer, a plurality of lithium storage filamentary structures in contact with the electrically conductive layer. For each lithium storage filamentary structure of the plurality of lithium storage filamentary structures, there is a first supplemental layer overlaying at least a portion of the respective filamentary structure, the first supplemental layer including silicon nitride or a first metal compound. There is further a second supplemental layer overlaying at least a portion of the first supplemental layer, the second supplemental layer having a composition different from the first supplemental layer and comprising silicon nitride or a second metal compound.

Abstract: Embodiments of the present disclosure include obtaining a text prompt describing an element, layout information indicating a target region for the element, and a precision level corresponding to the element. Some embodiments generate a text feature pyramid based on the text prompt, the layout information, and the precision level, wherein the text feature pyramid comprises a plurality of text feature maps at a plurality of scales, respectively. Then, an image is generated based on the text feature pyramid. In some cases, the image includes an object corresponding to the element of the text prompt at the target region. Additionally, a shape of the object corresponds to a shape of the target region based on the precision level.

Abstract: Systems and methods for adjusting resistance on an exercise apparatus include a first resistance apparatus having an adjusting bracket, magnetic members mounted on an inner surface of the adjusting bracket, a stepper motor having an adjusting shaft and operable to traverse a portion of the length of the adjusting shaft. At a first position, the magnetic members are disposed above a flywheel, and in a second position, the magnetic members are disposed on opposite sides of the flywheel, providing resistance thereto. A load cell couples the adjusting bracket to the frame and generates a signal corresponding to the movement of the adjusting bracket. A computing system calculates resistance, rpms, power from load cell signal, stepper motor position, shaft rotational position and other sensor inputs.

Abstract: In some examples, a method comprises determining, at an electronic device having a first component of a first component type, a unique identifier associated with the first component. In some examples, in accordance with a determination that the unique identifier does not match the expected identifier of the component of the first component type in the electronic device, determining that the first component associated with the unique identifier satisfies one or more eligibility criteria. In some examples, in accordance with the determination that the first component associated with the unique identifier satisfies the one or more eligibility criteria, authenticating an association of the first component with the electronic device, including updating an installation counter associated with the first component, and updating the expected identifier for the component of the first type based on the unique identifier of the first component.

Abstract: A disposable absorbent article having a topsheet, a backsheet, and an absorbent core structure disposed therebetween. The absorbent core structure includes an upper nonwoven layer comprising polymer fibers, a lower nonwoven layer comprising polymer fibers, and an inner core layer comprising cellulosic fibers and superabsorbent particles disposed therebetween. The inner core layer is profiled in the longitudinal and lateral directions and is defined by a central absorbent zone and an outer absorbent zone substantially surrounding the central absorbent zone. The central absorbent zone comprises a pair of inwardly concave longitudinal side edges, an outwardly convex front edge, and an outwardly convex rear edge. The basis weight of the central absorbent zone is greater than the basis weight of the outer absorbent zone. The absorbent article has an average density in the outer absorbent zone that is within about 0 to about 20% of the average density in the central absorbent zone.

Abstract: A disposable absorbent article having a topsheet, a backsheet, an absorbent core structure disposed between the topsheet and backsheet, and a flex bond channel region. The absorbent core structure includes an upper nonwoven layer having polymer fibers, a lower nonwoven layer having polymer fibers, and an inner core layer disposed between the upper and lower nonwoven layers. The flex bond channel region has a dry channel depth of from about 1.0 mm to about 4.5 mm and a channel width of from about 1.0 mm to about 3.0 mm. The flex bond channel region has a Dry MD Bending Resistance of less than about 0.04 N/mm. The inner core layer comprises an outer absorbent zone that substantially surrounds a central absorbent zone. The basis weight of the central absorbent zone is greater than the basis weight of the outer absorbent zone.

Abstract: A disposable absorbent article having a topsheet, a backsheet, and an absorbent core structure disposed therebetween. The absorbent core structure includes an upper nonwoven layer comprising polymer fibers, a lower nonwoven layer comprising polymer fibers, and an inner core layer comprising cellulosic fibers and superabsorbent particles disposed therebetween. The inner core layer is profiled in the longitudinal and lateral directions and is defined by a central absorbent zone and an outer absorbent zone substantially surrounding the central absorbent zone. The basis weight of the central absorbent zone is greater than the basis weight of the outer absorbent zone. A plurality of cellulosic fibers of the inner core layer penetrate through the lower surface of the upper nonwoven layer. The upper nonwoven layer has a Circular Bend of from about 2.5 gf to about 10 gf as measured according to the Circular Bend Method.

Abstract: A disposable absorbent article having a topsheet, a backsheet, and an absorbent core structure disposed therebetween. The absorbent core structure includes an upper nonwoven layer comprising polymer fibers, a lower nonwoven layer comprising polymer fibers, and an inner core layer comprising cellulosic fibers and superabsorbent particles disposed therebetween. The inner core layer is profiled in the longitudinal and lateral directions and is defined by a central absorbent zone and an outer absorbent zone substantially surrounding the central absorbent zone. The basis weight of the central absorbent zone is greater than the basis weight of the outer absorbent zone. The absorbent article has a first average density measured in the central absorbent zone and a second average density measured in the outer absorbent zone. The first and second average density are between about 0.045 g/cm3 and about 0.150 g/cm3, and the second density is within about 0 to about 20% of first density.

Abstract: A fluid coolant system for a gantry of a medical imaging apparatus cools scalable detector electronic assemblies (DEAs) within the gantry. Each DEA includes therein a first chill plate for cooling detector elements and a second chill plate for cooling electronic components and power supplies. Coolant flow cascades sequentially through the first chill plate and then through the second chill plate. Plural DEAs in an interconnected chain cascade coolant in sequence through all their first chill plates, before cascading the coolant through all their second chill plates. A matrix of the scalable DEAs are circumferentially and axially oriented within the imaging system's gantry, for any axial length scanning field of the imaging apparatus.

Abstract: Disclosed herein is glass-ceramic and glass-ceramic articles including a crystalline phase comprising a jeffbenite crystalline structure, glass that may be cerammed to become such, and methods of making and using the same.

Abstract: Disclosed herein are methods and systems of metadata management for reviewing data from microscopy experimental sessions. Image data from an experimental session is stored in an archive at one or more filepath locations, either locally or on a network. Metadata associated with the image data is stored in a database with a reference to the filepath where the raw image is stored, such that the metadata is associated in the database with the image data. A user can perform post-experimental filtering, sorting, and searching of the underlying image data using the metadata, which allows the image data to be analyzed without duplication of the image data and without manual review of each individual image. The filtered data is presented in an interactive timeline format.

Abstract: A system includes a robotic arm of a robotic device, an imaging device coupled to the robotic arm, and a processor configured to control movement of the robotic arm to move the imaging device along a preprogrammed measurement path of a transparency while prompting the imaging device to record images of localized portions of the transparency. The processor is configured to determine one or more localized transparency characteristics based on an analysis of the images of the localized portions.

Abstract: A machine for forming a container from a blank of sheet material includes a frame and an identification tag applicator mounted to the frame. The blank includes a first surface that forms an interior surface of the container and a second surface that forms an exterior surface of the container. The identification tag applicator is configured to apply an identification tag to the first surface of the blank. The machine also includes a mandrel assembly mounted to the frame and located operationally downstream from the identification tag applicator. The mandrel assembly includes a mandrel having an external shape complimentary to an internal shape of at least a portion of the container. The machine also includes a lift assembly configured to lift the blank having the identification tag adhered thereto towards the mandrel and wrap the blank about the mandrel.

Abstract: Disclosed herein are methods and systems for selectively managing different temporal and/or spatial resolution images and metadata collected during a transmission electron microscope (TEM) session. The system includes a transmission electron microscope and a computer system communicatively coupled to the transmission electron microscope. The computer system includes memory, data storage, and at least one processor configured for continuously receiving, from the transmission electron microscope, data captured at a lower temporal and/or spatial resolution and selectively receiving, from the transmission electron microscope, data captured at a higher temporal and/or spatial resolution.

Abstract: Systems and methods for neural synchronization via timed and controlled kinetic stimulation. The method involves stimulating a first limb located on one side of a median plane and transverse plane, while simultaneously stimulating a second limb located on the opposite side of the planes. Subsequently, a third and fourth limb are stimulated in alternating fashion, also located on opposing sides of the median and transverse planes. The method includes dynamically adjusting the synchronization of the stimulation pulses based on timing signals generated by a software-controlled algorithm. Additionally, synchronization is further calibrated by monitoring and recalculating neural activity distribution based on real-time patient data, ensuring precise coordination of stimulation pulses across all limbs.