Abstract: A system for determining an airway flow value in a patient is provided. The system comprises a computer system that comprises one or more physical processors programmed with computer program instructions which, when executed cause the computer system to obtain, from one or more health monitoring devices, airway pressure information of the patient and airway flow information of the patient; determine an airway flow limitation index from the airway pressure information of the patient and the airway flow information of the patient; and determine the airway flow limitation value for the patient by comparing the determined airway flow limitation index with an airway flow limitation threshold value. The airway flow limitation value indicates a number of breaths of the patient that are flow limited in a given time period.

Abstract: In one embodiment, an apparatus comprises an input power interface for receiving input power, a power control system for transmitting DC (Direct Current) pulse power on multiple phases over a cable to a plurality of powered devices and verifying cable operation during an off-time of pulses in the DC pulse power, and a cable interface for delivery of the DC pulse power on the multiple phases and data over the cable to the powered devices. A method for transmitting multiple phase pulse power is also disclosed herein.

Abstract: In one embodiment, a method includes transmitting pulse power on two wire pairs, the pulse power comprising a plurality of high voltage pulses with the high voltage pulses on the wire pairs offset between the wire pairs to provide continuous power, performing low voltage fault detection on each of the wire pairs between the high voltage pulses, and transmitting data on at least one of the wire pairs during transmittal of the high voltage pulses. Data transmittal is suspended during the low voltage fault detection.

Abstract: Systems, methods, and other embodiments associated with decision tree machine learning native to a graph database are described. In one embodiment, a method includes receiving an objective property value of a training graph for a graph-native decision tree to be trained to predict; determining feasible ranges of values from the training graph; automatically generating a graph query language grammar for graph-native decision trees based on the feasible ranges; progressively evolving output decision trees in a graph query language from the graph query language grammar to generate a final decision tree that accurately predicts the objective property value; and storing the final decision tree for subsequent execution against a target graph.

Abstract: An apparatus that physically and electrically attaches to an existing AC electrical switch, and controls the power to the electrical load via outputs from the existing electrical switch or from wireless commands from a remote controller.

Abstract: A method and guidance system guides a land vehicle (180) along a pathway (300) using a downward-looking, lateral position-sensing, radar guidance apparatus on the vehicle and a microwave reflector (200) distributed along the pathway (300). A radar sensor (100) transmits radar signals (1111) downward towards the pathway (300) surface along which the vehicle (180) travels. The signals (1110) are reflected back to the vehicle by the microwave reflector (200) distributed along the pathway (300).

Abstract: A method, software application, and system for assembling a pattern and cutting and applying a film to a vehicle, including: receiving a vehicle identification and obtaining the pattern associated with the received vehicle identification using pattern assembly instructions stored in a memory and executed by a processor; modifying the pattern using pattern modification instructions stored in the memory and executed by the processor; transmitting the pattern to a cutting machine, wherein the cutting machine is operable for cutting the film according to the pattern; and transmitting installation instructions associated with the pattern to a mobile device that is adapted to be utilized by an installer/user and display the installation instructions proximate the vehicle.

Abstract: A plasma processing apparatus for processing a substrate using a plasma, comprising: a process chamber in which the processing takes place; a plasma source for providing a plasma to the process chamber; a substrate mount within the process chamber for holding the substrate, the substrate mount comprising a surface having a plurality of apertures.

Abstract: Techniques are disclosed for systems and methods associated with locking a micromobility transit vehicle to a stationary object. A multimodal transportation system may include a docking station including a securement point, and a micromobility transit vehicle securable to the securement point of the docking station. The micromobility transit vehicle may include a storage basket and a lock cable including a first end coupled to the storage basket and a second end. The second end of the lock cable may be securable to the securement point of the docking station to lock the micromobility transit vehicle to the docking station. The storage basket may include a pin lock. The pin lock may engage a locking pin of the lock cable to lock the micromobility transit vehicle via the lock cable.

Abstract: A method of forming a plurality of defects within a substrate with a laser beam focal line using a laser beam, each defect of the plurality of defects being a damage track within the substrate with a diameter of about 10 microns or less, the plurality of defects forming a contour line on the substrate. The substrate having a first surface and a second surface that is opposite from the first surface. The method further includes exerting (i) a first force on the first surface of the substrate at a location that is adjacent to the contour line and (ii) a second force on the second surface of the substrate at a location that is on the contour line. Additionally, the method includes breaking the substrate along the contour line and into a first substrate portion and a second substrate portion.

Abstract: The present invention relates to an electrically operable resuscitation device comprising a piston/cylinder assembly including a rigid cylinder including at least one gas inlet and at least one gas outlet, a piston to travel in said cylinder, and at least one valve, the or each valve configured to allow gas to be displaced into said cylinder through said at least one gas inlet during at least one of a first stroke direction and second stroke direction of said piston in said cylinder, and for allowing gas to displaced through said at least one gas outlet during an opposite of said at least one of the first stroke direction and second stroke direction of said piston in said cylinder; a motor, selected from one of a stepper motor and feedback motor and stepper motor with feedback and linear motor, operatively connected to said piston to move said piston in said cylinder; a patient interface in ducted fluid connection with said piston/cylinder assembly to receive gas via said at least one gas outlet and to delive

Abstract: Aspects of the disclosure mitigate effects of damage to neural networks (NNs) onboard a platform using a primary NN trained to perform a primary task and a repair agent trained to repair the primary NN. The repair agent performs the steps of detecting a degradation of the primary NN's ability to perform the primary task and performing a repair action to repair the primary NN. The primary task is then performed by the repaired primary NN.

Abstract: An illumination system is provided for an access door may include an elongated illumination housing configured to be coupled to at least one of an upstanding jamb and a corresponding jamb casing extending along the one side of the access door, an elongated light transmissive cover coupled to the illumination housing, an elongated light pipe received within the illumination housing, an illumination source housing operatively coupled to one end of the light pipe, an illumination source disposed within the illumination source housing and configured to produce and transmit visible light into the light pipe so as to be visible through the light transmissive cover, a source of electrical power, and a control unit configured to selectively apply electrical power from the source of electrical power to the illumination source to produce the visible light.

Abstract: A hands-free door unlatching and opening system is provided for an access door operatively mounted to a jamb assembly of a building, the door including a handle set having a latch normally received, with the door in a closed position, within a latch pocket of a jamb of the jamb assembly to latch the door to the jamb. The system may include a plunger axially aligned with the latch pocket opposite to the latch, an actuator operatively coupled to the plunger and responsive to actuation to advance the plunger into the latch pocket to force the latch out of the latch pocket to unlatch the door from the jamb, and means for automatically opening the door following unlatching of the door from the jamb.

Abstract: An access door may include a core, first and second stiles defined along opposites sides of the core such that the core between the first and second stiles defines a recessed pocket with each of the first and second stiles defining a channel therein extending longitudinally along an inwardly-facing edge thereof, bottom and top elongated panels each defining tongue members at opposite sides thereof and configured to be received transversely in the recessed pocket with the tongue members received within the channels defined along the inwardly-facing edges of the first and second stiles, wherein, with the top and bottom elongated panels received in the recessed pocket, exterior faces of the first and second stiles, exterior faces of the top and bottom elongated panels, and an exposed surface of the recessed pocket between the top and bottom elongated panels define an exterior surface of one side of the door.

Abstract: An access door may include a core, stiles on opposites sides of the core, an elongated panel extending transversely between the stiles, wherein a major face of the door between the stiles defines one or more recessed pockets along a top edge of the elongated panel between and the stiles and the elongated panel, and a notch formed into the top edge of the elongated panel and extending along at least one of the recessed pockets, the notch extending downwardly into the top edge of the elongated panel so as to form a lip in the top edge of the elongated panel with the notch positioned between the lip and the one or more recessed pockets, the lip and the notch of the elongated panel together forming an accessory rail, wherein the accessory rail is configured to receive and support a complementarily configured hanger base of an accessory hanger.

Abstract: An apparatus and method relating to a cooling adapter having a housing with at least one mounting aperture and including at least one cooling manifold comprising an inlet plenum having at least one inlet for entry of a cooling fluid, an outlet plenum having at least one outlet for exhausting the cooling fluid, and a plurality of channels disposed between the inlet channel and the outlet channel for allowing the cooling fluid to move therebetween.

Abstract: An apparatus that physically and electrically attaches to an existing AC electrical switch, and controls the power to the electrical load via outputs from the existing electrical switch or from wireless commands from a remote controller.

Abstract: Methods are disclosed for training an installer to cut a film without damaging an underlying substrate. The methods include the steps of applying a stretchable surface-protection film to an electrically-conductive substrate provided with at least one irregularity; and cutting the surface protection film with an electrically-conductive knife which, when in contact with the electrically- conductive substrate, causes one or more notifications to occur. Also disclosed are devices that may be used in carrying out the methods of the invention.