Abstract: A method and system for providing health risk analytics that includes obtaining social, economic, and/or environmental data from at least one data source for localities of interest, removing source identification information from the data, determining adverse health outcomes for the localities of interest, identifying an impact of social, economic, and/or environmental factors on the adverse health outcomes based on the set of data, determining which of the social, economic, and/or environmental factors have a greatest impact on the adverse health outcomes for a group of people in the localities of interest to determine a social determinants of health risk index for the localities of interest, as well as determining the degree of impact the social, economic, and/or environmental factors have towards the adverse health outcome. The method also includes determining a health vulnerability score for the adverse health outcomes, and mitigating an effect of the social, economic, and/or environmental factors.

Abstract: The present invention provides a method and system which facilitates easy and smooth detection of available one or more Point-of-sale (POS) terminals automatically at a merchant's site when a user desires to use a user device in order to pay for services/goods availed by the user device. The present invention provides a scalable, easy to use, seamless, and an efficient method to detect the POS terminals over a Wi-Fi network available to the user equipment. Information corresponding to the detected and available POS terminals are presented on the user device so that the user may easily select an appropriate POS terminal and may initiate the further payment process. The one or more available POS terminals are detected by the user device with the help of a first server device and a second server device.

Abstract: An ejection system may comprise an ejection seat and a smart deployment system configured to initiate a deployment of the ejection seat. The smart deployment system may comprise a pilot health monitoring system including a plurality of sensors configured to detect a plurality of physiological conditions, and a controller configured to make ejection system decisions based on a pilot health signal received from the pilot health monitoring system and an aircraft health signal output from an aircraft health monitoring system.

Abstract: In an aspect, a biaxially oriented pipe has a thickened end portion. The end portion has the same inner diameter as the biaxially oriented pipe and has a larger thickness than the biaxially oriented pipe. The end portion is made of the same thermoplastic polymer composition as the biaxially oriented pipe.

Abstract: Patients being treated successfully with a drug of abuse and at low risk for abusing the drug nevertheless may be at high risk of being misidentified as a high risk of abuse. These patients may need and benefit from treatment with the drug but restricted or cut off from the treatment altogether due to the misidentification and then abandoned. Evaluating a patient's risk of drug treatment change due to a category misidentification may include developing a model for identifying such abandoned patients, applying the model to data of a patient, and determining a patient risk score for the patient based on a result of applying the model.

Abstract: A frequency of occurrence for each term in a training data set is determined in relation to the entire training data set. A relational data structure is generated that associates each term in the training data with its respective frequency. Any term that has a frequency below a threshold frequency is then added to a list of relevant words. When a natural language search query is received, a plurality of terms in the natural language search query are identified and compared with the list of relevant words. If any term of the natural language search query is included in the relevant words list, that term is identified as a keyword. The natural language search query is then interpreted based on any identified keywords.

Abstract: Insertion of supplemental content into a virtual environment is automated using a machine learning model. The machine learning model is trained to calculate a confidence value that a candidate virtual object fits into a virtual environment based on an input that includes a candidate virtual object, a list of persistent virtual objects, and a list of temporary virtual objects. The machine learning model is trained using the persistent and temporary objects displayed in the current virtual environment until it predicts that a selected virtual object fits into the current virtual environment. The trained machine learning model is then used to select a virtual object comprising supplemental content to be inserted as a new virtual object in the virtual environment.

Abstract: A data processing system is configured to perform a computer implemented method for facilitation of efficient processing of electronic messages via a network from message sources. The method includes receiving an electronic message including actionable object data and textual object data from a message source device. The actionable object data includes parameters actionable by at least one data processing transaction device to perform data processing transactions external to the network device and the textual object data including descriptors of the parameters actionable by the at least one data processing transaction device. The textual object data is operable by devices incompatible with the actionable object data. The method includes calculating an execution command for the data processing transaction in response to the actionable object data and based on at least the parameters of the actionable object data.

Abstract: In some aspects, control circuitry receives and stores a user-specified time duration to associate with a skip-forward command. When the user later issues a skip-forward command to advance playback of a media asset to a desired location, the control circuitry retrieves the stored time duration, and determines an expected overshoot value associated with the skip-forward command. The control circuitry then compensates for the expected overshoot by calculating a new location in the media asset based on both the retrieved time duration and expected overshoot value. Upon advancing to the new location, the media asset is played back in a fast-forward mode, e.g., at a speed higher than normal speed.

Abstract: Techniques described herein relate to a method for performing knowledge extraction and noise removal for prediction models. The method includes obtaining, by a prediction system, live tabular data; in response to obtaining live tabular data: performing data preprocessing on the live tabular data to generate processed live tabular data; generating a knowledge vector based on the processed live tabular data using a dimensionality reduction model and a tabular attention model; generating a prediction using a prediction model and the knowledge vector; and providing the prediction to a client; wherein the client performs prediction processing using the prediction.

Abstract: A recirculation system for recirculating intestinal content within an intestinal tract of a subject including a recirculation pathway extending from a distal portion of the intestinal tract to a proximal portion of the intestinal tract forming a recirculation loop for recirculating the intestinal content through the proximal portion of the intestinal tract to increase nutrient absorption from the intestinal content. A bypass pathway in fluid communication with the recirculation pathway and configured to divert the intestinal content from the recirculation pathway to continue along the intestinal tract.

Abstract: A method for monitoring health of a hydraulic fluid subsystem is presented. The method includes determining a plurality of forces acting on an actuator of the hydraulic fluid subsystem, determining a plurality of parameters based on at least one of an actuator inlet flow rate, an actuator outlet flow rate, and the plurality of forces acting on the actuator, receiving a valve inlet pressure of at least one of oil and gas flowing through a pipe while entering a valve operationally coupled to the actuator and a valve outlet pressure of the at least one of the oil and the gas flowing through the pipe while flowing out of the valve, and monitoring the health of the hydraulic fluid subsystem based on at least one of the plurality of parameters, the valve inlet pressure, and the valve outlet pressure.

Abstract: A tunable passband filter including a signal input port for receiving an input radio frequency (RF) signal, a signal output port for transmitting a filtered output RF signal, a first high-pass section having a first tunable microelectromechanical system (MEMS) switch array to receive the input RF signal from the signal input port, a second high-pass section having a second tunable MEMS switch array to transmit the output RF signal to the signal output port, and a low pass section operatively coupled between the first high-pass section and the second high-pass section, and having each of a first tunable MEMS bridge array, a second tunable MEMS bridge array, and a high impedance line. The tunable passband filter is configured to filter the input RF signal to yield the filtered output RF signal.

Abstract: An electric-vehicle frame includes a mid-section and an end section. The mid-section has first and second frame rails spaced from each other by a first distance along a cross-vehicle axis defining a battery compartment therebetween. The end-section has first and second frame rails spaced from each other by a second distance along the cross-vehicle axis smaller than the first distance. A first connector is fixed to the first frame rail of the mid-section and to the first frame rail of the end-section. A second connector is fixed to the second frame rail of the mid-section and to the second frame rail of the end-section.

Abstract: Thrombectomy catheter and pump assemblies for controlling a flow of effluent from a thrombectomy catheter. An illustrative assembly may a thrombectomy catheter, a pump, a connection manifold assembly positioned between the thrombectomy catheter and the pump, an effluent return tube fluidly coupled to the thrombectomy catheter and the connection manifold assembly, an effluent collection bag, an effluent waste tube fluidly coupled to the connection manifold assembly and the effluent waste bag, and a spool valve positioned in line with the effluent waste tube.

Abstract: Systems and methods for a robot kitchen are described. In one embodiment, a computer-implemented method includes identifying a taste profile for a food item prepared by the robot kitchen. The taste profile includes a plurality of predetermined taste parameters. The computer-implemented method also includes generating a taste incidence for the food item by sensing a plurality of sensed taste parameters with a taste sensor module in contact with the food item. The plurality of sensed taste parameters corresponds to the plurality of predetermined taste parameters. The computer-implemented method further includes determining a taste differential by comparing predetermined taste parameters the plurality of predetermined taste parameters to corresponding sensed taste parameters of the plurality of sensed taste parameters. The computer-implemented method also includes calculating feedback for the food item based on the taste differential.

Abstract: Stable, ready-to-use injectable pharmaceutical compositions are provided, comprising the combination of neostigmine, glycopyrrolate, and a pharmaceutically acceptable liquid vehicle, optionally with additional pharmaceutically acceptable excipients. Other aspects of the invention relate to methods for making such compositions and methods of using such compositions for reversing the effects of non-depolarizing neuromuscular blocking agents. Preferably, the composition comprises neostigmine methylsulfate, glycopyrronium bromide, and a pharmaceutically acceptable liquid vehicle, and is provided in a pre-filled, ready-to-use sealed container, such as a pre-filled syringe, suitable for intravenous administration.

Abstract: This Application sets forth techniques for managing the cellular connectivity state of a submerged wireless device. The wireless device can include sensors that analyze environmental conditions to determine when the wireless device is (or is not) submerged underwater as well as at what depth the wireless device is submerged underwater. The sensors can also determine different types of aquatic activity in which a user of the wireless device is currently engaged, such as swimming, snorkeling, free diving, and scuba diving. In turn, the wireless device can utilize this information to manage its cellular connectivity state in order to avoid wasteful consumptions of energy. In particular, the techniques enable the submerged wireless device to eliminate any existing cellular connection as well as connection reattempts so long as they are unlikely to succeed. Moreover, the techniques enable the wireless device to execute connection reattempts when they are appropriate and likely to succeed.

Abstract: The present disclosure provides several embodiments of integrated conformal antennas that are designed to be integrated into handheld devices and support operation at millimeter-wave operating frequency band that includes 28 GHz. The antennas have low mutual coupling despite close proximity, and maintain a front-to-back radiation ratio of 10 dB or better within the operating frequency band. The integrated conformal antennas are further capable of supporting operation of the device in different orientations, different forward gains, or a combination thereof.

Abstract: Systems and methods are described to address shortcomings in conventional systems by correcting an erroneous term in on-screen caption text for a media asset. In some aspects, the systems and methods identify the erroneous term in a text segment of the on-screen caption text, and identify one or more video frames of the media asset corresponding to the text segment. The systems and methods further identify a contextual term related to the erroneous term from the one or more video frames. By accessing a knowledge graph, the systems and methods identify a candidate correction based on the contextual term and a portion of the text segment. Lastly, the systems and methods replaces the erroneous term with the candidate correction.