Abstract: A system for measuring at least one physiological parameter includes a wearable device configured to be secured to a subject's foot and a camera configured to captures images of the subject. An electronic device may be in communication with the system and can display information relating to physiological data and/or images collected by the system.

Abstract: A computing system can facilitate continuously monitoring a patient having a wireless wearable device. The computing system can receive, via an in-room display device, a request to transfer wireless monitoring of the patient from the in-room display device to a mobile monitoring hub. The request can comprise identification data associated with a user requesting to transfer the wireless monitoring. The computing system can determine whether the user has permission to transfer the wireless monitoring based on at least the identification data. Responsive to determining that user has permission to transfer the wireless monitoring, the computing system can access wireless configuration data associated with the wireless wearable and received from the in-room display device. The computing system can wirelessly transmit said wireless configuration data to the mobile monitoring hub to cause the mobile monitoring hub to establish a wireless communication with the wearable device.

Abstract: A monitoring hub can monitor a health status of a subject having a wireless wearable device. The monitoring hub can access wireless configuration data received from a remote server. The monitoring can establish wireless communication with the wearable device, based on the wireless configuration data, to wirelessly receive real-time physiological data from the wearable device. The monitoring hub can receive historical physiological data from the remote server. The historical physiological data comprising physiological data collected by the wearable device and/or communicated from the wearable device to another monitoring hub before establishing the wireless communication between the monitoring hub and the wearable device. The monitoring hub can generate user interface data for rendering a user interface including the real-time physiological data in combination with the historical physiological data to reduce a gap in monitoring between the historical physiological data and the real-time physiological data.

Abstract: A system for measuring at least one physiological parameter includes a wearable device configured to be secured to a subject’s foot and a sensor component that is removably securable to the wearable device. The wearable device includes a base configured to contact a bottom of the subject’s foot, a wall extending outward from the base and configured to surround a heel of the subject’s foot, and a sensor component that is removably securable to the wearable device. The sensor component includes a sensor hub configured to be removably secured to the wearable device, a sensor strap configured to be wrapped around the subject’s foot and secured to the wearable device, an emitter configured to emit optical radiation into tissue of the subject’s foot, and one or more detectors configured to detect at least a portion of the emitted optical radiation after passing through the tissue.

Abstract: A pulse oximetry system for measuring at least one physiological parameter includes a wearable device configured to be secured to a subject's foot, a sensor hub that is removably securable to the wearable device, and a sensor strap connected to the sensor hub and configured to be wrapped around the subject's foot and secured to the wearable device. In some implementations, the wearable device is configured such that the cavity is positioned adjacent a bottom portion of the subject's foot. The system further includes one or more emitters arranged within the sensor hub and configured to face toward said bottom portion of the subject's foot and one or more detectors arranged within the sensor strap and configured to be positioned adjacent a top portion of the subject's foot.

Abstract: Systems and methods are provided for machine learning based monitoring. Image data from a camera is received. On the hardware accelerator, a person detection model based on the image data is invoked. The person detection model outputs first classification result. Based on the first classification result, a person is detected. Second image data is received from the camera. In response to detecting the person, a fall detection model is invoked on the hardware accelerator based on the second image data. The fall detection model outputs a second classification result. A potential fall based on the second classification result is detected. An alert is provided in response to detecting the potential fall.

Abstract: Systems and methods are provided for machine learning based monitoring. A current time is received. The system determines to begin a check-up process from the current time. In response to determining to begin the check-up process, a prompt to cause a person to perform a check-up activity is presented on a display. Image data of a recording of the check-up activity is received from the camera. The system invokes a screening machine learning model based on the image data. The screening machine learning model outputs a classification result. The system detects a potential screening issue based on the classification result. In response to detecting the potential screening issue, the system provides an alert.

Abstract: A pulse oximetry system includes a wrist portion configured for placement on a wrist of a subject, the wrist portion having a first component and a second component configured to removably secure to one another. The wrist portion can include emitter(s) and detector(s) operably positioned by the wrist portion. In some implementations, the pulse oximetry system further includes a ring member configured to secure around the subject's finger and operably position emitter(s) and detector(s) and a cable connected to the wrist portion in electrical communication with the emitter(s) and the detector(s) of the ring member and configured to transmit the signal(s) from the detector(s) to the wrist portion. The system includes a battery and hardware processor(s) configured to receive and process signal(s) outputted by the detector(s) to determine physiological parameter(s) of the subject.

Abstract: An optical physiological sensor can be integrated into a wearable device and can comprise a substrate having an optical center, a first emitter group of light emitting diodes (LEDs) positioned adjacent to the optical center of the substrate and spaced at an offset from the optical center, a second emitter group of LEDs positioned adjacent to the optical center of the substrate at an offset to the optical center and spaced at an offset from the optical center opposite the first emitter group of LEDs relative to the optical center, and a plurality of detectors arranged in a spatial configuration that surrounds the first and the second emitter group. Each of the plurality of detectors can be positioned on the substrate a same distance away from the optical center of the substrate.

Abstract: Medical patient monitoring sensor devices including a disposable sensor assembly and a reusable pairing device are disclosed. The disposable sensor assembly can collect patient physiological data and provide power for the reusable pairing device. The reusable pairing device can establish wireless communication with a monitoring device. Once the reusable pairing device receives patient physiological data from the disposable sensor assembly, the reusable pairing device can wirelessly transmit the data to the computing device via the wireless communication.

Abstract: Medical patient monitoring sensor devices including a disposable sensor assembly and a reusable pairing device are disclosed. The disposable sensor assembly can collect patient physiological data and provide power for the reusable pairing device. The reusable pairing device can establish wireless communication with a monitoring device. Once the reusable pairing device receives patient physiological data from the disposable sensor assembly, the reusable pairing device can wirelessly transmit the data to the computing device via the wireless communication.

Abstract: A system for collecting physiological data from a patient is disclosed. The system includes a reusable module and a disposable module. The disposable module collects and transmits physiological data to the reusable module, which in turn transmits the physiological data to a patient monitoring system. The reusable module accesses operation data from the disposable module to validate the disposable sensor assembly. Optionally, the operation data includes sensor life data that may be used to determine life expectancy of disposable module. The disposable sensor assembly may store the physiological data for a predetermined length of time when there is no wireless communication established for the reusable module.

Abstract: A wearable health monitoring device can include a physiological parameter measurement sensor or module configured to be in contact with a wearer's skin when the device is worn by the wearer on the wrist. The physiological parameter measurement sensor can noninvasively and optionally continuously measure one or more physiological parameters, for example, the oxygen saturation, of the wearer. The sensor can include a convex curvature to improve pressure, and therefore optical coupling, between the wearer's skin and the physiological parameter measurement sensor while balancing the pressure and the wearer's comfort. The sensor can include a light barrier between emitters and detectors and other light barriers to improve signal strength and reduce noise.

Abstract: Medical patient monitoring sensor devices including a disposable sensor assembly and a reusable pairing device are disclosed. The disposable sensor assembly can collect patient physiological data and provide power for the reusable pairing device. The reusable pairing device can establish wireless communication with a monitoring device. Once the reusable pairing device receives patient physiological data from the disposable sensor assembly, the reusable pairing device can wirelessly transmit the data to the computing device via the wireless communication.