A risk estimation apparatus includes: an extraction unit that extracts a factor information, which is a statistic of a physical and mental information about a factor that causes a change in work stress of a subject person, from a physical and mental information including at least one of a physiological information of the subject person and an inner state information indicating an inner state of the subject person estimated on the basis of the physiological information; an arithmetic unit that obtains a feature quantity in a predetermined time unit from the factor information; and an estimation unit that estimates a risk degree related to at least one of leave of absence, job separation or productivity of the subject person, by inputting the feature quantity into a predetermined learning model.

An apparatus for estimating bio-information includes a display including unit pixels, each of the unit pixels including light sources configured to emit light having different wavelengths, and detectors configured to detect light having the different wavelengths. The apparatus further includes a processor configured to determine source pixels configured to emit light onto an object, among the unit pixels, determine detector pixels configured to detect light that is scattered or reflected from the object, among the unit pixels, control the determined source pixels and the determined detector pixels to obtain a spectrum based on the light having multiple wavelengths that is detected by the detector pixels, and estimate bio-information, based on the obtained spectrum.

A smart device may assist a user in aligning an otoscope of an otoscope clip device with a camera of the smart device. A model identification may be determined. The model identification may indicate a model associated with the smart device. An alignment image may be determined using the model identification. The alignment image may be displayed on the display of the smart device.

A method and a system for measuring inspiratory/expiratory air flow rate from inhalation/expiration near a microphone of an electronic device by a user. An inhaler is selected by the user among a plurality of possible inhalers, and the user is prompted to perform an inhalation/expiration close to a microphone of the computing device. Sound is measured during inhalation/expiration and sound data derived therefrom. There is determined the inspiratory/expiratory air flow rate by comparing the collected sound data with a flow rate data set used by the industrially calibrated device and stored in an inhaler-appropriate flow-rate database, and if the inspiratory/expiratory air flow rate is within a predetermined range for the selected inhaler, thereby determining whether the selected inhaler is one of the appropriate inhalers for the inspiratory/expiratory flow measured by comparing the determined inspiratory/expiratory air flow rate with a range of inspiratory/expiratory air flow rates corresponding to the selected inhaler.

A wearable device is provided. The wearable device includes a ring-shaped body having a hole, an image display unit surrounding an outer circumferential surface of the ring-shaped body, a first ring-shaped bezel and a second ring-shaped bezel respectively provided on a first side surface and a second side surface of the image display unit to be independently rotatable about the hole, a sensor configured to measure a motion, a processor configured to control a first region of the image display unit to have a touch sensing function, and control a second region that is different from the first region not to have the touch sensing function, and a transceiver unit configured to transmit, to an external electronic device, a control signal generated by the processor according to an input signal by a touch on the image display unit or an input signal by rotation of at least one of the first ring-shaped bezel or the second ring-shaped bezel.

A viscoelastic characteristics acquisition device is a device that acquires viscoelastic characteristics of a blood vessel of an inspection target, and includes a pulse wave acquisition unit that acquires a time waveform corresponding to a volume pulse wave of the inspection target, a spectrum acquisition unit that acquires a volume pulse wave spectrum by performing Fourier transform on the time waveform, an input unit to which values corresponding to maximum blood pressure and minimum blood pressure of the inspection target are input, and an analysis unit that acquires the viscoelastic characteristics on the basis of the values corresponding to the maximum blood pressure and the minimum blood pressure and the volume pulse wave spectrum at a frequency equal to or higher than a frequency corresponding to the pulse of the inspection target.

Systems, methods, and devices provide alarms and alerts in an on-body networked diabetes management system. Methods may include receiving glucose sensor data from a continuous glucose monitor and determining a dosage of insulin delivery based at least in part on the glucose sensor data. The method may include detecting an alarm or alert condition, and sending a wireless communication regarding the alarm or alert condition to a remote user-interface device. The method may include triggering an audible, visual, or haptic alarm or alert on the insulin delivery device unless an acknowledgement of the alarm or alert condition is received within a predetermined period of time.

An apparatus for treating human skin includes an outer housing including a graspable portion, an applicator head and a cartridge connected to the applicator head. The cartridge includes a nozzle located in the applicator head. An image capture device captures images of the human skin through an opening in the applicator head. A processor analyzes the images of the human skin to identify skin deviations. A sealing assembly includes a support portion and a resiliently deformable sealing element supported by the support portion at a location within the applicator head. The sealing assembly has a closed configuration where the sealing element is sealed against the nozzle and an open configuration where the sealing element is removed outward away from the nozzle in a composition delivery direction to expose the nozzle for operation.

A dental photography kit that includes a support, taking the form of a housing. The support includes a support attachment part. The kit includes a dental retractor that defines a retractor opening and that includes a retractor attachment part that is removably attached to the support attachment part when the retractor is in the mounted position on the support. The kit includes a camera that is removably attached to the support in an operating position in which the camera is oriented to receive an at least partial image of the retractor opening. The retractor attachment part is articulated on the support attachment part.

Aspects provide a system including a wearable audio device. The system is configured to determine one or more states of a subject using electrodes positioned on the wearable audio device and in contact with the subject's body. Three electrodes on the wearable audio device are configured to collect any combination of EMG, EOG, ECG/EKG. The system is configured to determine if the subject is fatigued, attentive, anxious, or stressed. The system determines the subject's state without use of a camera. In addition to determining one or more states of the subject, the subject can control the audio device based on a pattern of pupil movements. According to aspects, eye location determined using collected signals are used to adjust and enhance an output of an augmented reality application.