Abstract: A computer implemented method and system for predicting motor failure. The system and method employ artificial intelligence to train machine learning models to predict failure mechanisms within a machine. The system features at least one database configured to store machine performance indicator data. At least one server is configured to receive the indicator data and train machine learning models which are used by a processor to predict motor failure. The method for predicting motor failure is iterative, allowing the machine learning model to become more skilled at predicting machine performance outcomes in real-time.

Abstract: A flexible oximeter device for measuring pulse and blood oxygen saturation in tissue includes a first array of first light emitting elements that emit red light, a second array of second light emitting elements that emit green light or near-infrared (NIR) light and an array of sensor elements arranged on at least one flexible substrate. Each sensor element is configured to detect red and green or NIR light, and to output a signal representing an amount of red or green or NIR light detected. The first and second arrays and the array of sensor elements form a plurality of interleaved measurement pixels, each pixel comprising one of the first light emitting elements and a corresponding sensor element, and one of the second light emitting elements and a different corresponding sensor element.

Abstract: An endoscopic anastomosis system (100), devices, and methods. The system (100) includes a first main body (200). The system (100) includes a head assembly (300) secured to the first main body (200). The head assembly (300) includes an opening (318), a first pressure port (332), and a first expandable member (320). The system (100) includes a second main body assembly (400), at least a portion of the second main body assembly (400) moveable through the opening (318) of the head assembly (300). The second main body assembly (400) includes a second expandable member (420) and a second pressure port (422). The system (100) includes a magnetic implant assembly (430) secured to an end of the second main body assembly (400). The magnetic implant assembly (430) includes a magnetic body (432). The magnetic body (432) is formed as a cylindrical body with a central axis.

Abstract: A software based MCU security system using artificial intelligence (“AI”) technology is disclosed. The MCU security system comprises a training module where training datasets are processed and an inference module where real-time or live data are provided to predict and examine if the current behavior of the network or system being monitored are within the normal range. If abnormality is detected, alarm is sent to a server for further handle the abnormality.

Abstract: In certain examples, methods and structures are directed to an apparatus having a plurality of stretchable leads, with each of the plurality of stretchable leads including an associated electrode which is to receive electrical signals generated in response to a subject-s heart and to pass the received electrical signals along a respective one of plurality of stretchable leads. The apparatus also includes a patch integrating the stretchable substrate with the plurality of stretchable leads and with the patch having an area for circuitry to reside for collecting the electrical signals passed along each of the plurality of stretchable leads, wherein each of the plurality of stretchable leads is to be on a subject side of the patch. In more particular examples, the circuitry is used to provide a multi-lead ECG based on the electrical signals.

Abstract: A flexible oximeter device for measuring pulse and blood oxygen saturation in tissue includes a first array of first light emitting elements that emit red light, a second array of second light emitting elements that emit green light or near-infrared (NIR) light and an array of sensor elements arranged on at least one flexible substrate. Each sensor element is configured to detect red and green or NIR light, and to output a signal representing an amount of red or green or NIR light detected. The first and second arrays and the array of sensor elements form a plurality of interleaved measurement pixels, each pixel comprising one of the first light emitting elements and a corresponding sensor element, and one of the second light emitting elements and a different corresponding sensor element.

Abstract: The present disclosure provides a system and method for detecting abnormal particles. The system includes a tray used to hold and display multiple particles, a manipulating device used to manipulate the tray and the particles thereon, an imaging element capable of capturing an image of the tray, and an image processor capable of determining the quantity, shape, and size of particles on the tray as displayed by the images captured by the imaging element and analyzing the images. The image processor comprises an image data processor, a memory, and an output command processor.

Abstract: A computer implemented method and system for predicting motor failure. The system and method employ artificial intelligence to train machine learning models to predict failure mechanisms within a machine. The system features at least one database configured to store machine performance indicator data. At least one server is configured to receive the indicator data and train machine learning models which are used by a processor to predict motor failure. The method for predicting motor failure is iterative, allowing the machine learning model to become more skilled at predicting machine performance outcomes in real-time.

Abstract: A computer implemented method and system for generating a hybrid test construct, and for simulating and recording events, to test and simulate a virtual environment of connected devices. A plurality of real devices and virtual devices are provided and their behavior parameters are provided. A hybrid test construct of virtual and real devices is created by connecting the plurality of real devices and instantiating the virtual devices and external influencers. At least one container is specified to represent the virtual environment. A spatial relationship of the real devices, the virtual devices, and the external influencers are specified. Then at least one event is specified. A simulation is run where real data is received from the real devices that are then combined with a behavioral simulation of the virtual devices and external influencers. The results of the simulation are then compared to forecasted behavior.

Abstract: A computer implemented method and system for generating a hybrid test construct, and for simulating and recording events, to test and simulate a virtual environment of connected devices. A plurality of real devices and virtual devices are provided and their behavior parameters are provided. A hybrid test construct of virtual and real devices is created by connecting the plurality of real devices and instantiating the virtual devices and external influencers. At least one container is specified to represent the virtual environment. A spatial relationship of the real devices, the virtual devices, and the external influencers are specified. Then at least one event is specified. A simulation is run where real data is received from the real devices that are then combined with a behavioral simulation of the virtual devices and external influencers. The results of the simulation are then compared to forecasted behavior.

Abstract: The present disclosure provides a system and method for interacting with low-powered devices. The system includes a remote server and a gateway device that connect and communicate with low-powered devices. The system and method connects a user through a gateway device to a low-powered device by temporarily loading a profile for the low-powered device onto the gateway device. The profile of the low-powered device contains the necessary connection information to facilitate a connection. The profile of the low-powered device is only temporarily stored on the gateway device and is deleted from the memory of the gateway device after a connection is established.

Abstract: The present disclosure provides a system and method for interacting with low-powered devices. The system includes a server and a gateway device that connect and communicate with low-powered devices. The system and method connects a user through a gateway device to a low-powered device by temporarily loading a profile for the low-powered device onto the gateway device. The profile of the low-powered device contains the necessary connection information to facilitate a connection. The profile of the low-powered device is only temporarily stored on the gateway device and is deleted from the memory of the gateway device after a connection is established.

Abstract: Pulse oximeter devices include a first light emitting element that emits red light, a second light emitting element that emits green light or IR light; and a sensor element that detects red and green (or IR) light and that outputs signals representing detected red and green (or IR) light. The pulse oximeter device further includes a flexible substrate, wherein the first light emitting element, the second light emitting element and the sensor element are formed on the flexible substrate. The sensor element is configured to detect the emitted red and green light transmitted through tissue containing blood, and in certain aspects, the sensor element is configured to detect the emitted red and green (or IR) light reflected by tissue containing blood. A signal processing element (e.g., a processor) receives and processes the signals representing detected red and green (or IR) light output by the sensor element to produce signals representing blood oxygenation content.

Abstract: Methods and apparatus for real-time, quantifiable monitoring of high-risk areas of biological tissue are described. The methods and apparatus use impedance spectroscopy to detect subtle changes in tissue health.

Abstract: The present disclosure provides a system and method for interacting with low-powered devices. The system includes a server and a gateway device that connect and communicate with low-powered devices. The system and method connects a user through a gateway device to a low-powered device by temporarily loading a profile for the low-powered device onto the gateway device. The profile of the low-powered device contains the necessary connection information to facilitate a connection. The profile of the low-powered device is only temporarily stored on the gateway device and is deleted from the memory of the gateway device after a connection is established.

Abstract: The present disclosure provides a system and method for interacting with low-powered devices. The system includes a server and a gateway device that connect and communicate with low-powered devices. The system and method connects a user through a gateway device to a low-powered device by temporarily loading a profile for the low-powered device onto the gateway device. The profile of the low-powered device contains the necessary connection information to facilitate a connection. The profile of the low-powered device is only temporarily stored on the gateway device and is deleted from the memory of the gateway device after a connection is established.

Abstract: The present disclosure provides a system and method for interacting with low-powered devices. The system includes a server and a gateway device that connect and communicate with low-powered devices. The system and method connects a user through a gateway device to a low-powered device by temporarily loading a profile for the low-powered device onto the gateway device. The profile of the low-powered device contains the necessary connection information to facilitate a connection. The profile of the low-powered device is only temporarily stored on the gateway device and is deleted from the memory of the gateway device after a connection is established.

Abstract: NIRS systems including fully-printed LEDs and PDs operating in the NIR spectrum are provided that provide conformal adherence to a patient's head and efficient measurement of near-infrared absorption. Circuitry processes and wirelessly transmits data from one or multiple devices located on a patients head to a remote and/or portable device. Using multiple sensors improves the spatial resolution of the measurements, and post processing on the portable device provides the ability to transmit results to a patient's physician, e.g., via a secure internet connection.

Abstract: Methods and apparatus for real-time, quantifiable monitoring of high-risk areas of biological tissue are described. The methods and apparatus use impedance spectroscopy to detect subtle changes in tissue health.

Abstract: Pulse oximeter devices include a first light emitting element that emits red light, a second light emitting element that emits green light or IR light; and a sensor element that detects red and green (or IR) light and that outputs signals representing detected red and green (or IR) light. The pulse oximeter device further includes a flexible substrate, wherein the first light emitting element, the second light emitting element and the sensor element are formed on the flexible substrate. The sensor element is configured to detect the emitted red and green light transmitted through tissue containing blood, and in certain aspects, the sensor element is configured to detect the emitted red and green (or IR) light reflected by tissue containing blood. A signal processing element (e.g., a processor) receives and processes the signals representing detected red and green (or IR) light output by the sensor element to produce signals representing blood oxygenation content.