Various arrangements for sonar-based vital sign monitoring are presented herein. A mobile device may be determined to be stationary. In response, sonar-based movement sensing can be activated. Sonar data can then be captured in response to activating the sonar-based movement sensing. A breathing pattern can be detected in the sonar data and used to collect respiration data about a user.

A pulse oximeter is described. The pulse oximeter includes at least a sensor component, an engine, a display, and a microphone. The sensor component includes a receiving portion configured to receive a finger of an individual therein, an emitter component configured to emit light at one or more wavelengths into a tissue of the finger of the individual, and a detector component configured to detect the light originating from the emitter component that emanates from the tissue of the finger of the individual after passing through the tissue. The engine is configured to calculate physiological parameters for the individual based on data received from the sensor component. The engine includes a memory housing a first user profile associated with a first user and a second user profile associated with a second user and a processor connected to the memory. The processor includes a voice activation component, which uses algorithms to: analyze the audio input, compare the audio input to commands stored in the memory, determine that the audio input corresponds to a command of the commands stored in the memory based on the comparison, and process and execute the command. The display is configured to display the physiological parameters and other data to the individual.

An ultrasound system is disclosed that includes an ultrasound imaging device including a display screen, a processor and memory having stored thereon logic, and an ultrasound probe. The logic of the ultrasound imaging device, upon execution by the processor, can causes an alteration of content displayed on the display screen in accordance of with ultrasound probe movement-related data. The ultrasound imaging device can include a light source configured to provide incident light to the optical fiber cable, the optical fiber cable including a plurality of reflective gratings disposed along a length thereof. Each of the plurality of reflective gratings can be configured to reflect light with different specific spectral widths to provide distributed measurements in accordance with strain applied to the optical fiber cable. The ultrasound imaging device can obtain the ultrasound probe movement-related data through an optical fiber.

A voice recognition based smart mirror device includes: a plurality of arms rotatably connected to each other; and a mirror unit rotatably mounted to one of the plurality of arms. The mirror unit includes: a body part; a joint part through which the body part is pivotably connected to the one of the plurality of arms; a mirror part rotatably mounted to the body part; a display module part mounted on a front surface of the body part to output an image, the display module part serving to sense a touch signal of a user; a recognition part for detecting a voice signal of the user; and a controller configured to control the display module part in accordance with the voice signal or the touch signal.

Infusion devices and related medical devices, patient data management systems, and methods are provided for monitoring a physiological condition of a patient. An exemplary infusion device includes an actuation arrangement operable to deliver fluid to a user, a communications interface to receive measurement data indicative of a physiological condition of the user, a sensing arrangement to obtain contextual measurement data, and a control system coupled to the actuation arrangement, the communications interface and the sensing arrangement to determine a command for autonomously operating the actuation arrangement in a manner that is influenced by the measurement data and the contextual measurement data and autonomously operate the actuation arrangement in accordance with the command to deliver the fluid to the user.

A system comprising processing circuitry configured to receive a wirelessly-transmitted message from a medical device, the message indicating that the medical device detected an acute health event of the patient. In response to the message, the processing circuitry is configured to determine a location of the patient, determine an alert area based on the location of the patient, and control transmission of an alert of the acute heath event of the patient to any one or more computing devices of one or more potential responders within the alert area.

Embodiments of the present disclosure provide systems and methods for providing an audio user interface by which a user may be provided audio instructions for measuring physiological parameters using a monitoring device as well as an audio explanation of the results of analysis of the physiological parameters. A cloud service may receive via a smart device a voice command associated with measuring physiological parameters and provide to the smart device, instructions for measuring the physiological parameters. The monitoring device is configured to communicate with the cloud service via the smart device, which may provide the instructions for taking the ECG using the ECG monitoring device to a user as an audio output. The cloud service may receive physiological parameter data measured by the monitoring device and process the data to provide a set of interpretations of the data as well as audio data corresponding to a simplified explanation thereof.

The present invention provides a system for personalized skin health and/or appearance regimen supported with a device that comprises a mirror-based digital interface apparatus, directly from the device to one's account. In some embodiments, the device utilizes built-in virtual trainers/beauticians to give realtime personalized suggestions, product recommendations, based on the user's preference. The trainer/beautician can provide information through text on the screen or use audio. In some embodiments, it can display personalities, influencers, skin health experts who suggest skin workout regiment and them using the mirror-based digital interface. In some embodiments, realtime questions can be asked and answered with a data library integrated within the device and online database.

Methods, devices, and systems for contactless cough detection and attribution are presented herein. Audio data may be received using a microphone. A cough may be identified as having occurred based on the received audio data. Radar data may be received indicative of reflected radio waves from a radar sensor. A state analysis process may be performed using the received radar data. The detected cough may be attributed to a particular user based at least in part on the state analysis process performed using the radar data.

A system for retrofitting a legacy binocular indirect ophthalmoscope (BIO) device with a camera includes an assembly with a mechanism for attaching to a mounting bracket of the BIO device in place of a teaching mirror. The assembly houses a beam splitter, which allows a portion of light from a viewing target to enter an entrance aperture of the BIO device while reflecting another portion of the light. A positioning mechanism positions the camera such that the light that is reflected by the beam splitter is directed to and captured by the camera to generate image data providing the same view(s) of the viewing target as presented via the BIO device. The image data is stored and/or wirelessly broadcast to viewing devices. The capture/storage functionality is activated via an actuator housed with a condensing lens for the BIO device and/or via a voice control module based on recognized voice commands.