An apparatus and associated method are provided for sensing an analyte, such as acetone, in breath. The apparatus includes a sorbent material that extracts the analyte from a dehumidified breath sample, and a nanoparticle-based sensor. The apparatus produces first and second gas streams that flow over the nanoparticle-based sensor. The first gas stream is used to generate a baseline signal, and the second gas stream is used to carry the extracted analyte from the sorbent material to the nanoparticle-based sensor. Various additional designs of analyte sensing devices are also disclosed.

In order to objectively grasp a stress state of a user and to prevent postpartum depression, biological gas information is acquired via a network, where the biological gas information indicates a concentration of 2-phenoxyethanol of the user and is obtained by a sensor that detects 2-phenoxyethanol released from a skin surface of the user. From a memory storing information including an upper limit of a normal range of the concentration of 2-phenoxyethanol per unit period, the information indicating the upper limit of the normal range is read out. When a frequency in the unit period with which the concentration of 2-phenoxyethanol of the user exceeds the upper limit of the normal range is determined to have an increasing tendency based on the biological gas information obtained during a pregnancy period of the user, the information related to stress of the user is output to an information terminal of the user.

A wearable device may be provided for detecting cumulative alcohol consumption. Such a wearable device may include an adhesive layer that adheres to skin and that allows sweat from the skin to pass through and a customizable ink layer that reacts irreversibly to change color along a gradient as ethanol is detected in the sweat. The customizable ink continues to increase color intensity along the gradient as ethanol continues to be detected in the sweat over time.

In a mobile sensing device, a method of detecting blood alcohol content includes receiving time-series gait data from at least one sensor of the mobile sensing device as a user walks and detecting a set of attributes associated with the time-series gait data, each attribute of the set of attributes related to the user's gait. The method includes comparing the set of attributes with a machine learning classification model learned from a training data set of attributes to determine at least one of a blood alcohol content range of the user and an impairment level of the user and outputting a notification associated with the at least one of the blood alcohol content range of the user and the impairment level of the user.

In a mobile sensing device, a method of detecting blood alcohol content includes receiving time-series gait data from at least one sensor of the mobile sensing device as a user walks and detecting a set of attributes associated with the time-series gait data, each attribute of the set of attributes related to the user's gait. The method includes comparing the set of attributes with a machine learning classification model learned from a training data set of attributes to determine at least one of a blood alcohol content range of the user and an impairment level of the user and outputting a notification associated with the at least one of the blood alcohol content range of the user and the impairment level of the user.

To objectively grasp a stress state of a user and to prevent a mental disorder of the user, the following steps are performed: acquiring, via a network, biogas information at multiple timings and time information corresponding to each of the multiple timings, wherein the biogas information represents a concentration of 2-phenoxyethanol of a user acquired by a sensor that detects 2-phenoxyethanol discharged from a skin surface of the user; obtaining reference information representing an upper limit of a normal range of the concentration of 2-phenoxyethanol per unit period of time, using a memory storing the reference information representing the upper limit of the normal range; determining a stress time period during which a concentration of the 2-phenoxyethanol of the user is more than the upper limit of the normal range, based on the acquired biological gas information; and outputting time period information indicating the determined stress time period to an information terminal of the user, to display the stress time period indicated by the time period information on a display of the information terminal.

An athletic performance analysis device. The device includes a chemically functionalized single wall carbon nanotube sensor array for the discrimination and quantification of volatile organic compounds (VOC's) or chemical biomarkers in human body fluids, a plurality of biometric sensors to gather data on physical characteristics of body function, and artificial intelligence machine learning models to process the collected sensor data for the purpose of rendering a comprehensive assessment of the functionality and performance readiness of an athletes body. The system further comprises a remote user interface, a communication interface arranged to send the collected breath biomarker and biometric data, a storage module arranged to store the received measurements, and a display arranged to display information to the user based on the compiled machine learning model analysis.

An athletic performance analysis device. The device includes a chemically functionalized single wall carbon nanotube sensor array for the discrimination and quantification of volatile organic compounds (VOC's) or chemical biomarkers in human body fluids, a plurality of biometric sensors to gather data on physical characteristics of body function, and artificial intelligence machine learning models to process the collected sensor data for the purpose of rendering a comprehensive assessment of the functionality and performance readiness of an athletes body. The system further comprises a remote user interface, a communication interface arranged to send the collected breath biomarker and biometric data, a storage module arranged to store the received measurements, and a display arranged to display information to the user based on the compiled machine learning model analysis.

The present invention relates to a method and apparatus for measuring breath alcohol concentration of a user. A flow of an expired breath sample is passed through a fuel cell sensor giving an output signal proportional to the amount of alcohol present in the breath sample. By measuring the flow rate, the volume of the breath sample may be calculated, whereas the breath alcohol concentration is calculated based on the fuel cell output signal. Both the sample volume and the breath alcohol concentration values are continually updated by integrating the measured instantaneous flow rate and the fuel cell output signal over time. If the user stops blowing, flow compensation is performed to obtain a compensated fuel cell output signal using a stored calibration volume. Hence, an improved method for accurately measuring the breath alcohol concentration of a test person is achieved, capable of handling varied expired volumes of breath, which obviates the need for a sampling mechanism.

The present invention relates to a method and apparatus for measuring breath alcohol concentration of a user. A flow of an expired breath sample is passed through a fuel cell sensor giving an output signal proportional to the amount of alcohol present in the breath sample. By measuring the flow rate, the volume of the breath sample may be calculated, whereas the breath alcohol concentration is calculated based on the fuel cell output signal. Both the sample volume and the breath alcohol concentration values are continually updated by integrating the measured instantaneous flow rate and the fuel cell output signal over time. If the user stops blowing, flow compensation is performed to obtain a compensated fuel cell output signal using a stored calibration volume. Hence, an improved method for accurately measuring the breath alcohol concentration of a test person is achieved, capable of handling varied expired volumes of breath, which obviates the need for a sampling mechanism.