Abstract: A powered medical device includes electronic components on a circuit board embedded within the body of a plug for connecting the device with a control apparatus. The medical device may be repaired or refurbished without the need to access the embedded circuit board through the use of a supplemental circuit board installed into the open end of the plug adjacent the plug pins. The supplemental circuit board may include a variety of electronic components, including fuses or non-volatile memory.

Abstract: A system processed a representation of a media content item using a trained machine learning model to identify whether the media content item is a modified media content item. The trained machine learning model outputs an indication of one or more modifications of the media content item. Responsive to determining that the one or more modifications satisfy a criterion, one or more operations are performed on the media content item in view of the one or more modifications to generate an updated media content item. The updated media content item is compared to known media content items to identify known material contained therein.

Abstract: An emergency detection and resolution system for alerting users of available options given a particular emergency (and set of flight conditions). The system may assist the pilot (crew) in resolving or reducing the urgency of an emergency or in executing a proposed solution to a given emergency, or may direct the aircraft autopilot in executing the suggested (and selected) solution. In either case, the system of the present invention provides the pilot with time to consider an emergency and its resolution (while the aircraft is directed toward a safe configuration or flight condition. The present invention may also ascertain the configuration of an aircraft from changes in the aircraft's position over time, or update an aircraft in preparation for a particular flight or flight condition.

Abstract: An emergency detection and resolution system for alerting users of available options given a particular emergency (and set of flight conditions). The system may assist the pilot (crew) in resolving or reducing the urgency of an emergency or in executing a proposed solution to a given emergency, or may direct the aircraft autopilot in executing the suggested (and selected) solution. In either case, the system of the present invention provides the pilot with time to consider an emergency and its resolution (while the aircraft is directed toward a safe configuration or flight condition). The present invention may also ascertain the configuration of an aircraft from changes in the aircraft's position over time, or update an aircraft in preparation for a particular flight or flight condition.

Abstract: Aspects of the subject disclosure may include, for example, obtaining and aggregating first image content of an equipment site resulting in first aggregated image content, and providing the first aggregated image content to communication devices that render it on a respective display. Further embodiments include identifying first equipment from first user-generated input, and adjusting the first aggregated image content with a first equipment image resulting in second aggregated image content. Additional embodiments include identifying second equipment from second user-generated input, and adjusting the second aggregated image content with a second equipment image resulting in third aggregated image content.

Abstract: In examples, a method of operating a surgical device comprises disengaging an obturator from a funnel portion of a cannula; removing a shaft portion of the obturator from a cannula lumen of the cannula; disengaging a seal cartridge from the funnel portion of the cannula; and removing the seal cartridge from the funnel portion after removing the shaft portion of the obturator from the cannula lumen.

Abstract: Fibrous filter medium that includes a surface-loading filter layer comprising fine fibers having an average diameter of less than 1 micron; a depth loading filter layer; and a support layer; wherein the layers are configured and arranged for placement in a gas stream with the surface loading filter layer being the most upstream layer.

Abstract: According to examples, an apparatus may include a processor and a memory on which is stored machine readable instructions that may cause the processor to access data about an environment of an agent, identify an actor in the environment, and access candidate models, in which each of the candidate models may predict a certain action of the identified actor. The instructions may also cause the processor to apply a selected candidate model of the accessed candidate models on the accessed data to determine a predicted action of the identified actor and may implement a recursive reinforcement learning model using the predicted action of the identified actor to determine an action that the agent is to perform. The instructions may further cause the processor to cause the agent to perform the determined action.

Abstract: A powered medical device includes electronic components on a circuit board embedded within the body of a plug for connecting the device with a control apparatus. The medical device may be repaired or refurbished without the need to access the embedded circuit board through the use of a supplemental circuit board installed into the open end of the plug adjacent the plug pins. The supplemental circuit board may include a variety of electronic components, including fuses or non-volatile memory.

Abstract: A humidification system has a tube configured to transport gases. The tube is configured to be soaked prior to use and has a bead to hold liquid. Heat applied to the bead causes the liquid to be released as vapour. Gases flowing through the tube are heated and humidified by the vapour.

Abstract: A cryogenic vessel arrangement 100 for storage of cryogenic liquids, the arrangement comprising a liner member 30 spaced inwardly and apart from an inner wall 24 of the vessel arrangement, the inner wall 24 defining a containment volume 28 of the vessel arrangement internally of the inner wall 24, the liner member 30 located within said containment volume 28 and configured to receive and contain a cryogenic liquid 30A, wherein a thermal capacitance of the liner member 30 is substantially less than that of the inner wall 24.

Abstract: An ultrasound probe for percutaneous insertion into an incision and related methods are disclosed herein, e.g., for imaging neural structures at a surgical site of a patient. An exemplary ultrasound probe can be a portable ultrasound probe configured to be passed percutaneously into an incision and can have an imaging region extending distally from a distal tip of the probe. In one embodiment the ultrasound probe can be a navigated portable ultrasound probe. The ultrasound probe can be connected to a computing station and configured to transmit images to the computing station for processing. In another embodiment, an ultrasound probe can be part of a network of sensors, including at least one external sensor, where the network of sensors is configured to transmit images to the computing station for processing. The computing station can process and display images to visualize and/or highlight neurological structures in an imaged region.

Abstract: According to examples, an apparatus may include a processor and a memory on which is stored machine readable instructions that may cause the processor to access data about an environment of an agent, identify an actor in the environment, and access candidate models, in which each of the candidate models may predict a certain action of the identified actor. The instructions may also cause the processor to apply a selected candidate model of the accessed candidate models on the accessed data to determine a predicted action of the identified actor and may implement a recursive reinforcement learning model using the predicted action of the identified actor to determine an action that the agent is to perform. The instructions may further cause the processor to cause the agent to perform the determined action.

Abstract: Systems, methods, apparatuses, and computer program products are disclosed herein for determining character strings that share a pattern, even though the pattern is not necessarily known. In particular, character strings of a plurality of character strings are pairwise compared to one or more other character strings of the plurality by a trained model. Each character string pair determined by the trained model to share a pattern is included in a group. After completion of the pairwise comparison, the group includes all character strings of the plurality of character strings that share the pattern.

Abstract: An air cleaner assembly is disclosed, along with related methods. In one aspect, the air cleaner assembly has a housing including a housing body and a removable cover that together define an interior volume for holding a filter cartridge. The housing can include a first part of a first connection arrangement. The air filter cartridge can include a second part of the first connection arrangement. In one aspect, the first and second parts can be secured together place the air filter cartridge in a latched position by moving the air filter cartridge in a first direction. In one aspect, the first and second parts can be disconnected from each other to place the air filter cartridge in an unlatched position by moving the air filter cartridge in the first direction. The air cleaner assembly can include a second connection arrangement securing the air filter cartridge to the housing cover such that the housing body and housing cover are secured together.

Abstract: Fibrous filter medium that includes a surface-loading filter layer comprising fine fibers having an average diameter of less than 1 micron; a depth loading filter layer; and a support layer; wherein the layers are configured and arranged for placement in a gas stream with the surface loading filter layer being the most upstream layer.

Abstract: A trocar assembly can include a cannula, a seal cartridge, and an obturator. The seal cartridge is configured to be releasably coupled to the cannula and to be disposed at least partially within the cannula in a coupled configuration of the seal cartridge. The obturator is configured to directly latch to the cannula and to extends through the cannula and the seal cartridge in a coupled configuration of the obturator.

Abstract: Surgical systems and methods are disclosed, including, in one embodiment, a system having a coupling system disposed on a distal end portion of a surgical robot arm that secures a navigation array to the robot arm in a plurality of different orientations. The system further includes a navigation system configured to determine a precise location of the distal end portion by measuring a precise location of the navigation array by visually observing the navigation array, receiving a location of the coupling system via one or more encoders in the robot arm, determining the orientation of the navigation array relative to the robot arm based on the visual observation of the navigation array and the received location of the coupling system, and determining the precise location of the distal end portion of the surgical robot arm based on a known spatial relationship between the distal end portion and the coupling system.

Abstract: An air cleaner assembly is disclosed, along with related methods. In one aspect, the air cleaner assembly has a housing including a housing body and a removable cover that together define an interior volume for holding a filter cartridge. The housing can include a first part of a first connection arrangement. The air filter cartridge can include a second part of the first connection arrangement. In one aspect, the first and second parts can be secured together place the air filter cartridge in a latched position by moving the air filter cartridge in a first direction. In one aspect, the first and second parts can be disconnected from each other to place the air filter cartridge in an unlatched position by moving the air filter cartridge in the first direction. The air cleaner assembly can include a second connection arrangement securing the air filter cartridge to the housing cover such that the housing body and housing cover are secured together.