Abstract: Various embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for disambiguating data fields mapped to a plurality of data tables according to a common data model by generating disambiguation embeddings based on a matrix representation of the common data model and one or more logical data type weights, generating a plurality of input embedding vectors for one or more prediction inputs based on the disambiguation embeddings, generating a plurality of prediction vectors based on the plurality of input embedding vectors, and assigning one or more select data fields to respective one or more candidate data tables based on the plurality of prediction vectors.

Abstract: The system described herein introduces a cache that a file system uses to determine, for a current object, if the process to merge different types of access control information into merged access control information has already been performed for a previous object. Stated alternatively, the file system uses the cache to determine whether a current object being processed for storage has the same combination of access control information as a previous object that has already been processed for storage. If the current object has the same combination of access control information as the previous object, the file system is able to associate merged access control information for the previous object with the current object via the use of a pointer. Consequently, the file system avoids having to perform the resource-intensive process of merging the different types of access control information for the current object.

Abstract: A system and method for management of an emergency event in a premises is disclosed. The method includes receiving, by a computing device, from any one or more sensors, signals indicative of an emergency event; receiving, by the computing device, from the one or more sensors, a location of the emergency event within the premises; receiving, by the computing device, from any one or more electronic devices, inputs relating to parameters of the emergency event; receiving, by the computing device, from the one or more electronic devices, a corresponding location of the associated one or more persons; and determining, by the computing device, for each person, an evacuation route from a corresponding current location of each person to a designated evacuation location. The evacuation route is further based on location and parameters of the emergency event, such that potential danger to each person along the corresponding evacuation route is minimized.

Abstract: One embodiment of the present invention sets forth a technique for processing a geometric query. The technique includes determining a tree structure and a set of configurable parameters specified in the geometric query, wherein the set of configurable parameters includes one or more query primitives and one or more search routines. The technique also includes performing one or more operations that traverse the tree structure and execute the one or more search routines to match the one or more query primitives to a first set of geometric objects included in the tree structure. The technique further includes generating a response to the geometric query, wherein the response includes the first set of geometric objects.

Abstract: Methods and systems for image registration using an intelligent artificial agent are disclosed. In an intelligent artificial agent based registration method, a current state observation of an artificial agent is determined based on the medical images to be registered and current transformation parameters. Action-values are calculated for a plurality of actions available to the artificial agent based on the current state observation using a machine learning based model, such as a trained deep neural network (DNN). The actions correspond to predetermined adjustments of the transformation parameters. An action having a highest action-value is selected from the plurality of actions and the transformation parameters are adjusted by the predetermined adjustment corresponding to the selected action. The determining, calculating, and selecting steps are repeated for a plurality of iterations, and the medical images are registered using final transformation parameters resulting from the plurality of iterations.

Abstract: A system identifies data objects from a first piece of code in an original programming language and creates a knowledge graph that represents a relationship among the data objects. The system identifies a particular data object that is unique to the original programming language. The system determines a counterpart data object that is used for a particular purpose as the identified data object in a target programming language. The system creates a second piece of code in the target programming language by replacing the particular data object with the counterpart data object. The system determines if the second piece of code is configured to perform a task that the first piece of code is programmed to perform. In response to determining that the second piece of code is configured to perform the particular task, the system executes the second piece of code.

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: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may transmit, via an access network, a session initiation protocol (SIP) registration message for internet protocol (IP) multimedia subsystem (IMS) registration, the SIP registration message including a private access network information (PANI) header that includes at least one of an access point name (APN) field indicating an APN associated with the access network or an access speed field indicating a data rate associated with the access network. The UE may access one or more IMS services via the access network based at least in part on the SIP registration message. Numerous other aspects are described.

Abstract: A system and method for an artificial intelligence (AI) confidentiality proxy that can protect a network from the transferal of sensitive AI data sets to outside AI systems. A data contract is established between the proxy and outside AI systems could function as well as user personas for additional protection. This system can also integrate with the network and provide security policy content and inspection rules.

Abstract: A medical device including an elongated shaft having a proximal end, a distal end, and a lumen therethrough. An expandable element is disposed proximate the distal end about the elongated shaft and in fluid communication with the lumen. An inner shaft is disposed within the lumen and within a portion of the expandable element, the inner shaft defining an exhaust port, an infusion port, and a pressure monitoring port. The pressure monitoring port is spaced from both the infusion port and the exhaust port and/or fluidly isolated from the both the infusion port and the exhaust port within the inner shaft. A pressure monitoring tube is disposed within the inner shaft and configured to measure a fluid pressure within the expandable element, with a distal end of the pressure monitoring tube terminating within the expandable element adjacent the pressure monitoring port.

Abstract: The present disclosure relates to the field of security systems and discloses a tamper detection device. The device (100) comprises at least one transducer (106,110), a power supply unit (114), a logical gate (112), a processing unit (104), and a tamper tag 102). The transducer (106,110) generates a trigger signal upon detection of a tamper event. The logical gate (112) is operable in an open state or a closed state. The processing unit (104) generates a tamper detection signal for changing the state of the logical gate (112) upon receiving the trigger signal or upon detecting loss of power supply from the power supply unit (114). The change in state of logical gate (112) is detected by a set of sensors (116), of the tamper tag (102), which in turn cause an LED indicator (118), of the tamper tag (102), to indicate the state of the device. An auxiliary capacitor (108) is configured to supply power to the processing unit (104) in the absence of the supply of power from the power supply unit (114).

Abstract: A bone plate includes a bone-contacting surface, an upper surface opposite the bone-contacting surface, and a hole having a circumference and extending from the upper surface to the bone-contacting surface. The hole includes a first portion having a plurality of substantially parallel lips, each lip extends around the circumference of the hole and defines a diameter of the hole. The diameters of the hole, as defined by the lips, decrease in a direction from the upper surface to a center of the hole and increase in a direction from the center of the hole toward the bone-contacting surface.

Abstract: The techniques disclosed herein enable systems to store file system metadata on append-only storage devices by the introduction of a metadata layout and relative references. To achieve this, a system analyzes a file metadata structure to select an approach to storing the metadata structure on the storage device. If the metadata structure is above a threshold size, it is separated into layers that are then appended to the storage device from lowest to highest. An offset is retrieved for appended layers and provided to upper-level layers that refer to them until the full structure is stored. For storing smaller pieces of metadata that refer to each other, the system configures upper-level nodes with relative references that express the location of metadata relative to the node. This enables atomic write operations for smaller metadata structures and/or portions of larger structures.

Abstract: The embodiments herein disclose methods and systems for switching between a macro and a non-macro sensing mode for capturing macro and non-macro media in real-time. A method for controlling an electronic device may include acquiring at least one frame; identifying an operation mode of the electronic device among a macro sensing mode and non-macro sensing mode based on at least one of focus data and blur data of the at least one frame; and acquiring at least one image by using an image sensor, from among a plurality of image sensors of the electronic device, corresponding to the operation mode.

Abstract: Stable pharmaceutical compositions are provided, comprising a pharmaceutically effective amount of testosterone or a pharmaceutically acceptable ester thereof, a pharmaceutically acceptable oil vehicle, and a stabilizing amount of benzyl alcohol, for example, about 1% to 3% weight/volume of benzyl alcohol. The present invention also provides a process for stabilizing testosterone-containing pharmaceutical compositions by ageing them at a temperature of about 20° C. to about 60° C. for at least 48 hours, e.g., prior to secondary packing and labeling. These compositions were stable over the shelf life of the product, without exhibiting crystal formation, even upon storing at temperatures of about 2° C. to about 8° C. Other aspects of the invention relate to methods for making such pharmaceutical compositions and methods of using such pharmaceutical compositions for hormone replacement therapy, e.g.

Abstract: A system and method for a switching network is disclosed. A plurality of first switching assemblies, second switching assemblies and intermediate switching assemblies with each of the first switching assemblies, second switching assemblies and intermediate switching assemblies having at least two input ports and output ports is provided. Selective one of the two input ports is configured to receive a data to be processed and delivered at a designated one of the output ports. Received data passes through one or more selective first switching assemblies, one or more intermediate switching assemblies and one or more selective second switching assemblies, before the received data is delivered to the designated port. A plurality of additional data is received in one or more of the input ports to be delivered to one or more designated output ports is processed before the received data is delivered to the designated one of the output ports.

Abstract: An electric submersible pump (ESP) system. The ESP system may comprise a motor, a pothead coupled to the motor, and a cable coupled to the pothead via a motor lead extension (MLE) to provide power to the motor.

Abstract: Structures for an on-chip resistor and methods of forming a structure for an on-chip resistor. The structure includes a first resistor body and a second resistor body coupled to the first resistor body. The first resistor body contains a first material having a first drift effect. The second resistor body contains a second material having a second drift effect that is different from the first drift effect.

Abstract: Systems and methods are provided for managing provision of network-stored data sets among instances of function code executing in an on-demand manner. Provision of the data sets may be managed such that the data sets are available efficiently and are able to be accessed within function invocations in a manner that is similar or identical to accessing locally-stored data sets. Moreover, the data sets may, when desired, be made available persistently across function invocations.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive a measurement configuration for a plurality of cells. The UE may perform measurement of each of the plurality of cells in an order, wherein the order is based at least in part on a priority, wherein the priority is based at least in part on an aggregated downlink bandwidth. The UE may transmit a measurement report based at least in part on the order. Numerous other aspects are described.