Abstract: The present invention provides an aqueous pharmaceutical oral suspension of Pirfenidone at a concentration of 89 mg/ml, which would be useful to paediatric and geriatric patients because of the case of administration. In addition, one can easily titrate the dose in case required for individual patient dosage regimens.

Abstract: The present invention is an implantable medical device comprising (i) a base coat layer having an inner and outer surface, the inner surface of the base coat layer contacting the implantable medical device; (ii) a top-coat layer of a hydrophilic polymer chemically crosslinked and covalently bonded to the outer surface of the base coat layer, the hydrophilic polymer comprising an anionic polyelectrolyte; and (iii) an amount of a hydrophilic cationic drug agent added to the top-coat layer sufficient to provide an effective dosage of the drug agent for delivery to a patient, whereby the hydrophilic cationic drug agent is initially adsorbed into the anionic polyelectrolyte of the top-coat layer and the hydrophilic cationic drug agent having a release rate after the medical device is implanted within a patient's body.

Abstract: Systems, methods, and non-transitory computer-readable media for generating insights for increasing revenue including receiving past and current data on various metrics for a plurality of sale representatives for an organization; training a model to predict a potential revenue attainment based on the received data; calculating the potential revenue attainment for each of the plurality of sale representatives; selecting one representative; determining an impact of each performance metric, activity metric, competency metric, and execution/engagement metric on the potential revenue attainment; identifying one performance metric having the most impact on the potential revenue attainment; determining a correlation coefficient between each root cause metric and the identified one performance metric; identifying one root cause metric having the most impact on the identified one performance metric; and providing one or more recommendations for the one representative on an interactive sales dashboard based on the iden

Abstract: Systems and methods for payload management systems are illustrated. One embodiment includes a delivery mechanism. A mechanical linkage in the delivery mechanism includes rocking bars mounted to: a chassis and a first cross bar The mechanical linkage includes linear actuators that include piston-type actuators configured to move at least one payload in and out of a compartment. One end of each linear actuator is mounted to an individual rocking bar. The mechanical linkage includes at least one grapple, wherein each grapple comprises a hook mounted to a claw; and is mounted to a second cross bar. The hook is configured to open and close around the at least one payload; and rotate around the claw. The delivery mechanism includes a control circuit configured to open, close, and rotate the hook using a grapple motor and/or an end-of-travel switch; and to move the linear actuators relative to the rocking bars.

Abstract: The technology disclosed herein enables a rotation mechanism for a vehicle display to collapse when a force (e.g., from an impact) is applied to the display. In a particular example, an apparatus includes a motor shaft, wherein a motor rotates the motor shaft to rotate the display. The apparatus further includes a flange positioned to overlap with the motor shaft, wherein the display is connected to the flange. Also included are one or more fasteners positioned to connect the motor shaft to the flange. The dimension and material of the fasteners enable the fasteners to fail when a specified shear force is applied to the fasteners by the flange and the motor shaft. Failure of the fasteners enables the flange to move to overlap further with the motor shaft.

Abstract: Systems and methods for the application of surface normal calculations are illustrated. One embodiment includes a system for navigation, including: a processor; and instructions stored in a memory that when executed by the processor direct the processor. The processor obtains a set of sensor data, wherein sensor data includes a plurality of polarized images. The processor retrieves at least one navigation query; and a plurality of key-value pairs based on the polarized images. The processor inputs the at least one navigation query and the plurality of key-value pairs into a Cross-Attention Transformer that provides a set of weighted sums, wherein each weighted sum corresponds to: a certain key-value pair from the plurality of key-value pairs; and a certain sensor. The processor updates a model based on the set of weighted sums. The processor navigates the system within a 3D environment according, at least in part, to the model.

Abstract: This disclosure relates to methods and devices for mitigating overheating in a user equipment device (UE). The UE is configured to communicate over each of LTE and 5G NR and may be configured to communicate through 5G NR over each of a Sub-6 GHz and a millimeter Wave (mmW) frequency band. The UE is configured to establish an ENDC connection with an enB and one or more gNBs. The UE implements intelligent transmission modification and cell measurement adjustments to mitigate overheating and reduce battery drain.

Abstract: A system to determine the transfection status of at least one cell in a population of cells includes a fluidic device comprising a microfluidic channel and a detection zone comprising a detection electrode module comprising two electrodes configured to detect electrical impedance between the electrodes transversely across the channel in the detection zone; corresponding to a cell passing the detection zone, a pump fluidically coupled to the fluidic device and configured to pump the population of cells in a carrier liquid along the microfluidic channel, and a processor operatively coupled to the detection electrode module and configured to detect a change in electrical impedance corresponding to a cell passing the detection zone, compare the change in electrical impedance with a reference change in electrical impedance corresponding to a cell of known transfection status, and calculate the transfection status of the cell based on the comparison.

Abstract: An apparatus for machining a web made of electrode material includes a track extending continuously between a web path and an offload path, and supports operatively coupled to the track and moveable continuously along the web path and the offload path. The track is operable to control a conveying speed of each support along the web path. Each support includes a work surface that engages with the web at a first end of the web path to convey the web in the down-web direction at the conveying speed along the web path between the first end and a second end of the web path. The web is disengaged from the work surface at the second end of the web path. The apparatus also includes a machining device operable to act on the web as the web is conveyed in the down-web direction at the conveying speed along the web path.

Abstract: This disclosure is directed to systems and methods for interference mitigation in satellite communication. For satellite communication, an electronic device may perform a GNSS position fix prior to establishing satellite communication. In some cases, a GNSS downlink frequency band may be close to a satellite uplink frequency band, and as a result a first device communicatively connecting to a satellite downlink frequency band may interfere with one or more other devices in close proximity attempting to connect to the GNSS uplink frequency band, and consequently the first device may prevent the one or more other devices from performing the GNSS position fix. Because of this, one electronic device may block satellite communication for multiple other electronic devices. This may be particularly relevant in situations involving large crowds (e.g., festivals, sporting events), during calamity events, and/or in outdoor scenarios (e.g., group hikes).

Abstract: A method includes identifying a physical object within an environment using a camera of an electronic device, obtaining a content item to be output for display by the electronic device, determining a content position and a content orientation for the content item relative to the physical object, and displaying a representation of the content item using the electronic device so that, from a perspective of a user using the electronic device, the content item replaces the physical object in the environment. The content item is selected based on identifying the physical object.

Abstract: A user equipment includes one or more antennas, a receiver coupled to the one or more antennas, a transmitter coupled to the one or more antennas, an oscillator, and processing circuitry coupled to the receiver, the transmitter, and the oscillator. The processing circuitry transmits one or more oscillator parameters associated with the oscillator from the transmitter, receives uplink scheduling or downlink scheduling based on the one or more oscillator parameters from the receiver, and adjusts one or more operations based on the uplink scheduling or the downlink scheduling.

Abstract: Various systems, methods, and devices are described for AI platform that may utilize a machine learning model configured to generate one or more overlays associated with a received input. In an example, systems and methods of generating one or more overlays may include receiving a media item and an input. The input may be natural language text or audio associated with a user. The machine learning model may be used to determine context associated with the input. Based on determining the context of the input, the machine learning model may generate one or more overlays. The user may select from the one or more overlays, indicating one or more overlays to user in conjunction to the media item. A combined media may be provided to the user where the selected overlays may be superimposed on the media item.

Abstract: Methods, devices, and apparatus to adapt operating parameters for satellite signal reception and transmission by a wireless device to mitigate effects of fading due to specular reflections are described herein. The wireless device measures received signal power levels and compares characteristics of the measurements over an observation duration to at least one fading criteria to determine whether to operate in a normal or adaptive mode. While operating in the adaptive mode, the wireless device alternates between high performance mode time periods and low performance mode time periods. The wireless device indicates to a ground station associated with the satellite in which operating mode the wireless device is operating via an uplink data message transmitted during a data cycle at the start of a high or low performance mode time period. The ground station schedules data transmissions accordingly during subsequent data cycles of the high or low performance mode time periods.

Abstract: Embodiments include an apparatus with interconnects that have different structures. In an embodiment, the apparatus comprises a substrate and a first interconnect on the substrate, a second interconnect on the substrate, and a third interconnect on the substrate. In an embodiment, the first interconnect, the second interconnect, and the third interconnect are all different from each other.

Abstract: Packages and methods of assembly are described in which barriers are utilized during overmolding to improve volumetric efficiency. In one embodiment, a barrier includes multiple variable height components located on an interior of the barrier, where the barrier prevents the variable height components from being overmolded during the encapsulation process. In one embodiment, a barrier includes a camera module mounted on an image sensor located on an interior of the barrier, where the barrier prevents the camera module and image sensor from being overmolded during the encapsulation process. In an embodiment, a barrier is mounted on a secondary tier with the secondary tier mounted on a primary tier, where the barrier prevents multiple connector components located on an interior of the barrier from being overmolded during the encapsulation process.

Abstract: The application describes method of modifying an image. The method may include a step of receiving, via an user interface of a service, a reference image and an input including text associated with the reference image. The method may also include a step of determining, via a trained machine learning (ML) model, one or more features of the reference image. The method may further include a step of modifying, via one or more trained latent diffusion models (LDMs), the reference image based upon the determined features and the received input. Any one or more of a background of the reference image, an area of the reference image or a style of the reference image may be modified. The method may even further include a step of causing to display, via the user interface of the service, the modified image.

Abstract: This disclosure relates to method and system for creating Bayesian Knowledge Networks (BKNs) for medical conditions. The method includes retrieving an audit trail dataset from an Electronic Medical Record (EMR) corresponding to each of a plurality of patients for one or more medical conditions. The method includes determining a generalized hospital event timeline for each of the one or more medical conditions. The method includes generating a fully connected network of the plurality of nodes of one or more generalized hospital event timelines of the one or more medical conditions. The method includes determining a relation type corresponding to each two of the plurality of nodes of the fully connected network using a causal network learning algorithm. The method includes creating a BKN from the fully connected network based on the determined relation type.

Abstract: Techniques are provided for presenting a summary with search results. One method includes operations for receiving a search query, performing a search based on the search query, and determining, by a machine learning (ML) model, a user intent based on input comprising the search query, user profile information, and activity information of the user. A prompt is generated based on the search query, the user intent, and relationships between the user and entities. The prompt generation comprises selecting a prompt template comprising fields for the user intent, the search query, and the relationships, and filling in the fields. The method further includes operations for feeding as input the prompt to a generative artificial intelligence (GAI) model, receiving a summary from the GAI model, and causing presentation of the summary and one or more results returned by the search on a user interface (UI) of the device of the user.

Abstract: A heat recovery wheel for a heat exchanger includes a wheel rim defining an outer perimeter of the heat recovery wheel, and a plurality of wheel passages located between the wheel rim and the wheel axis. The plurality of wheel passages are at least partially defined by one or more passage fins. At least a portion of a passage fin of the plurality of passage fins extends non-parallel to the wheel axis between a first wheel end and a second wheel end. The plurality of wheel passages are configured for flow of a first airflow and a second airflow therethrough for thermal energy exchange between the first airflow and the second airflow.