Abstract: A modular patient analytics system, including: an integrated machine learning module configured to receive patient data and to apply machine learning models to the received patient data; machine learning services that includes default machine learning models and trained machine learning models; a testing service configured to receive real time patient data, to run a machine learning model to produce a model output, and to provide the model output to the integrated machine learning module; a model training service configured to receive site training data, to train a machine learning model using the site training data, and to provide the trained machine learning model to the machine learning services; and a classification service configured to receive and provide pseudo labels for patient data from the site data for use in semi supervised learning of machine learning models as well as model validation on updated and existing machine learning models.

Abstract: Systems and methods for securing communication channels for new user onboarding are disclosed. According to one embodiment, a method may include an onboarding application executed on a new user mobile electronic device: generating a new user cryptographic key pair using secure hardware on the new user mobile electronic device; protecting a new user private key of the new user cryptographic key pair with a new user biometric or passcode and storing the protected new user private key on the new user mobile electronic device; communicating new user information and a new user public key of the new user cryptographic key pair to a backend computer program for an organization; receiving encrypted new user credentials from the backend computer program; retrieving the protected new user private key and unlocking the new user protected private key using the new user biometric or passcode; and decrypting the encrypted new user credentials.

Abstract: A system for delivering sensory stimulation a sensor; a sensory stimulator configured to deliver sensory stimulation to a patient during a sleep session, the sensory stimulation having varying stimulation intensity levels; and a computer system. One or more physical processors being programmed with computer program instructions which, when executed cause the computer system to: determine sleep stage information of the patient based on brain activity information of the patient during the sleep session from the sensor; provide input to the sensory stimulator based on the determined sleep stage information of the patient, the provided input causing the sensory stimulator to deliver the sensory stimulation to the patient; obtain stimulation response information from the patient, the stimulation response information including patient brain response to the delivered sensory stimulation; and determine a range of the stimulation intensity levels within which the patient brain response reaches a threshold.

Abstract: Provided are a universal software installer and/or uninstaller. The universal software installer determines a structure of the software to be installed and verifies all necessary software elements are applied or installed on the endpoint during the install. The universal software uninstaller determines a structure of the software to be uninstalled and verifies all related software elements are removed from the endpoint. The universal software installer and/or uninstaller is independent of an operating system platform executing on the endpoint.

Abstract: The invention relates to a method for creating a porous film through aqueous phase separation, the method comprising: i) providing an aqueous solution comprising a responsive copolymer, and optionally a charged polymer, wherein at least one of the monomers in the responsive copolymer is a responsive monomer; ii) forming the aqueous solution into a thin layer and contacting the thin layer of aqueous solution with an aqueous coagulation solution in which the responsive copolymer is not soluble, or contacting the thin layer of aqueous solution with an aqueous coagulation solution in which a complex comprising the responsive copolymer and the charged polymer is not soluble; and iii) allowing solvent exchange between the aqueous solution and the aqueous coagulation solution to produce a porous film. The invention further relates to porous films or membranes thus obtained.

Abstract: Systems and methods for managing third party data are provided. A third party data management system includes a processing circuit. The processing circuit is configured to receive first third party activity data from a source computing system and via a cybersecurity correlation and analytics computing system, determine a computing entity external to the third party data management system associated with the third party activity data based on at least one item extracted from the first third party activity data, periodically monitor third party activity associated with the computing entity, comprising operations to collect second third party activity data, and correlate the monitored second third party activity data to an entity profile.

Abstract: Techniques are described for improving real-time application protection (RTAP) systems (e.g., web application firewalls (WAFs), runtime application self-protection (RASP) systems). In particular, a device within a trusted network may configured to predict vulnerabilities of proposed configurations for the RTAP systems. For example, the device may train one or more machine learning models with a first plurality of configuration settings of application protection systems corresponding to a plurality of applications and a first plurality of known vulnerabilities corresponding the first plurality of configuration settings; apply the one or more machine learning models to a proposed configuration setting to predict one or more potential vulnerabilities of the proposed configuration setting; and identify one or more configuration changes to the proposed configuration setting to overcome the predicted one or more potential vulnerabilities.

Abstract: Exemplary embodiments may provide an online automobile purchasing experience for a customer. The experience may be provided by, or associated with, a financial institution. The automobile buying experience may be accessible to both customers of the financial institution as well as non-customers. Customers of the financial institution may receive added benefits during and after the experience. Non-customers may have the opportunity to become a customer of the financial institution as part of the experience.

Abstract: A compact sensor apparatus having an illumination beam, a beam shaping system, a polarization modulation system, a beam projection system, and a signal detection system. The beam shaping system is configured to shape an illumination beam generated from the illumination system and generate a flat top beam spot of the illumination beam over a wavelength range from 400 nm to 2000 nm. The polarization modulation system is configured to provide tenability of linear polarization state of the illumination beam. The beam projection system is configured to project the flat top beam spot toward a target, such as an alignment mark on a substrate. The signal detection system is configured to collect a signal beam comprising diffraction order sub-beams generated from the target, and measure a characteristic (e.g., overlay) of the target based on the signal beam.

Abstract: Systems and methods are described herein for novel uses and/or improvements for using artificial intelligence to determine whether an image is valid and/or formatted appropriately for printing onto a physical object. An image validation system may receive an image, for example, from a user. The image may be received in order to print the image onto a physical object. When the image is received, the validation system may use a first machine learning model to format the image appropriately and then use another machine learning model to determine whether the image has an appropriate context (e.g., no violence). Based on that determination, the validation system may either send the image for printing or try to remove the offending content from the image.

Abstract: An encoder, decoder, encoding method and decoding method for 3DoF+ video are disclosed. The encoding method comprises receiving (110) multi-view image or video data comprising a basic view and at least a first additional view of a scene. The method proceeds by identifying (220) pixels in the first additional view that need to be encoded because they contain scene-content that is not visible in the basic view. The first additional view is divided (230) into a plurality of first blocks of pixels. First blocks containing at least one of the identified pixels are retained (240); and first blocks that contain none of the identified pixels are discarded. The retained blocks are rearranged (250) so that they are contiguous in at least one dimension. A packed additional view is generated (260) from the rearranged first retained blocks and encoded (264).

Abstract: An imaging system (702) includes a reconstructor (716) configured to reconstruct obtained cone beam projection data with a voxel-dependent redundancy weighting such that low frequency components of the cone beam projection data are reconstructed with more redundant data than high frequency components of the cone beam projection data to produce volumetric image data. A method includes reconstructing obtained cone beam projection data with a voxel-dependent redundancy weighting such that low frequency components are reconstructed with more redundant data than high frequency components to produce volumetric image data.

Abstract: A combined mass airflow sensor and hydrocarbon trap is provided for absorbing evaporative hydrocarbon emissions from an air intake duct of an internal combustion engine. The combined mass airflow sensor and hydrocarbon trap comprises a duct that supports a hydrocarbon absorbing sheet in an unfolded configuration within a housing. The duct communicates an airstream from an air filter to the air intake duct during operation of the internal combustion engine. An opening in the housing receives a mass airflow sensor into the duct, such that the mass airflow sensor is disposed within the airstream. Guide vanes extending across the duct reduce air turbulence within the airstream passing by the mass airflow sensor. Ports disposed along the duct allow the evaporative hydrocarbon emissions to be drawn into the interior and arrested by the hydrocarbon absorbing sheet when the internal combustion engine is not operating.

Abstract: A social media computing system is described. The social media computing system provides a social media platform to a plurality of users. Additionally, the social media computing system provides merchants the ability to provide targeted offers to users of the social media platform. As used herein, the word “merchants” also includes service providers. The offers relate to goods or services provided by the merchants. In some situations, the offers are transmitted by the social media computing system to user devices based on requests by the users. In other situations, the offers can be transmitted directly from the merchants to the user devices based on determined locations of the user devices.

Abstract: A method of performing an authentication process to authenticate an electric motor unit includes establishing, by an external controller, secure encrypted communication with motor electronics of the electric motor unit, and sending, by the external controller, an authentication request to the motor electronics over the secure encrypted communication. The method further includes receiving, by the external controller, an authentication response from the motor electronics, verifying, by the external controller, a motor of the electronic motor unit as an authorized part based on the authentication response, and enabling control of the motor by the external controller only after successful authentication.

Abstract: The present technology relates to polypeptides binding to the neonatal Fc receptor. More particularly, the present technology provides polypeptides binding to the neonatal Fc receptor and comprising (i) at least one domain comprising a serum albumin protein and/or at least one domain specifically binding to a serum albumin protein and (ii) an Fc domain of an immunoglobulin G (IgG).

Abstract: A method and a system for generating target pattern-based optimal scheduling policy for a set of jobs of an application is disclosed. The method includes: receiving, historical telemetry data associated with the set of jobs; generating, a workload pattern of the set of jobs based on the historical telemetry data; executing, a set of actions based on the workload pattern and a metadata store information of the set of jobs; generating, an intermediate policy based on the execution of the set of actions; executing, the set of jobs on a set of respective run machines based on the workload pattern and the intermediate policy; determining, a feedback data based on the execution of the set of jobs; and generating, the target pattern-based optimal scheduling policy based on at least one among the feedback data and the set of actions.

Abstract: A gear wheel assembly, in particular a final stage gear wheel assembly for a transmission system for a dual drive vehicle drive train includes first and second gear wheel arranged coaxially with respect to a first axis. The first gear wheel is adjacent to the second gear wheel and is coupled to the second gear wheel through an intermediate bearing that allows for relative rotation of the first gear wheel with respect to the second gear wheel around the first axis. The intermediate bearing arrangement comprises a first intermediate bearing. The first gear wheel is radially supported through the first intermediate bearing by the second gear wheel and the second gear wheel is radially supported through the first intermediate bearing by the first gear wheel.

Abstract: The present description concerns a device of protection against electrostatic discharges including: at least one first rectifying element including an anode connected to a first terminal and a cathode connected to a first node of the device; at least one second rectifying element including an anode connected to a second node of the device and a cathode connected to the first terminal; and at least one Zener diode or at least one Shockley diode series-connected with a capacitive element between the first and second nodes.

Abstract: Provided is a time interleaving circuit to mitigate glitches. A first loading stage outputs first data representative of first serialized data. A second loading stage generates second serialized data. The second loading stage receives the first data output by the first loading stage. In response to the first data having a first state, the time interleaving circuit inverts the second serialized data to generate second data representative of the second serialized data. In response to the first data having a second state, the time interleaving circuit outputting the second data without inverting the second serialized data. Exclusive disjunction logic receives the second data and operates on the first data and the second data to generate output data.