Abstract: Apparatus and associated methods relate to an automatic ordering method including a network-connected machine-readable code scanner identifying a product, and a network-connected weigh scale identifying a current weight of the product, the method further triggering an automatic order process when the current weight crosses a predetermined threshold. In an illustrative example, the automatic order process may send a signal to a user's network-connected personal device containing a notification that the product's current weight has crossed the predetermined threshold. The user may be presented one or more options, for example, regarding product purchase. In some examples, user setup selections may provide input to a function that determines the predetermined weight threshold. Various examples may include a network server. Online merchants providing online ordering of the product may also connect to the network server, for example.

Abstract: Apparatus and associated methods relate to the determination of local environmental air quality by processing data from a local device sensing a user's respiration-vocalization. In an illustrative example, respiration-vocalization for a CPAP user may be sensed by an airflow and/or air pressure sensor. Respiratory disturbance events, such as coughing, for example, may be detected. The sensed events, converted to respiration-vocalization data, may be collected to estimate the environmental air quality and/or particle density around the user. Some examples may estimate specific allergen concentrations by correlating user respiration-vocalization data with the respiration-vocalization data from users/patients with known airborne particle sensitivities. In some embodiments, regional environmental air quality data may be compared with respiration-vocalization data to produce local environmental air quality results.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.

Abstract: Various embodiments described herein relate to apparatuses and methods for detecting fluid particles and their characteristics. In various embodiments, a device for detecting fluid particles and their characteristics may comprise a fluid composition sensor configured to receive a volume of fluid. The fluid composition sensor has a collection media housing configured to receive a portion of a collection media, a pump for moving a volume of fluid over the collection media housing, an imaging device configured to capture an image of particles on the collection media, and a particle matter mass concentration calculation circuitry configured to calculate a total particle matter mass. The particle matter mass concentration calculation circuitry is connected with the imaging device and the pump. The particle matter mass concentration calculation circuitry is configured to adjust the volume of fluid over the collection media housing.

Abstract: Methods, apparatuses, devices, and computer program products are disclosed for improved sanitization. An example device includes a sanitizing element that outputs a sanitizing agent. The device also includes a scanning device that generates scanning data of the physical form of the object. The device further includes a controller operatively coupled to the sanitizing element and the scanning device. The controller determines the output of the sanitizing agent during operation of the scanning device, receives the scanning data generated by the scanning device, and determines one or more areas of the object failing to receive sufficient contact with the sanitizing agent based upon the scanning data and sanitizing agent output.

Abstract: Apparatus and associated methods relate to an automatic ordering method including a network-connected machine-readable code scanner identifying a product, and a network-connected weigh scale identifying a current weight of the product, the method further triggering an automatic order process when the current weight crosses a predetermined threshold. In an illustrative example, the automatic order process may send a signal to a user's network-connected personal device containing a notification that the products current weight has crossed the predetermined threshold. The user may be presented one or more options, for example, regarding product purchase. In some examples, user setup selections may provide input to a function that determines the predetermined weight threshold. Various examples may include a network server. Online merchants providing online ordering of the product may also connect to the network server, for example.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.

Abstract: Various embodiments described herein relate to apparatuses and methods for detecting fluid particles and their characteristics. In various embodiments, a device for detecting fluid particles and their characteristics may comprise a fluid composition sensor configured to receive a volume of fluid. The fluid composition sensor has a collection media housing configured to receive a portion of a collection media, a pump for moving a volume of fluid over the collection media housing, an imaging device configured to capture an image of particles on the collection media, and a particle matter mass concentration calculation circuitry configured to calculate a total particle matter mass. The particle matter mass concentration calculation circuitry is connected with the imaging device and the pump. The particle matter mass concentration calculation circuitry is configured to adjust the volume of fluid over the collection media housing.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.

Abstract: Methods, apparatuses, and systems associated with a sample testing device are provided.

Abstract: Apparatuses and methods for analyzing fluid samples are provided. For example, an example apparatus may include a fluid imaging chamber, at least one illumination source component, and an image sensor component. In some examples, the fluid imaging chamber comprises a flow channel for receiving a fluid sample. In some examples, the at least one illumination source component is configured to emit at least one light beam, and the at least one light beam is directed through the fluid sample in the flow channel from a top surface of the fluid imaging chamber. In some embodiments, the image sensor component is positioned under a bottom surface of the fluid imaging chamber and configured to generate digital holography image data of the fluid sample.

Abstract: Methods, apparatuses, and systems associated with a sample testing device are provided.

Abstract: Embodiments of the present disclosure provide for improved generation and outputting of object identification data indicating object classifications for object representations. Such objects representations may correspond to depictions of objects in images captured using digital holographic microscopy. Some embodiments generate object identification data by comparing object representations in focused image(s) with specially configured annotated focused images, for example using a specially trained neural network or other machine learning model trained based on such annotated focused images. The annotated focused images are generated including a plurality of channels, each associated with a different grayscale focused image at a different target focal length of a range of target focal lengths. In this regard, model(s), algorithm(s), and/or other specially configured implementations may learn the spatial features of particular object representations and associated object identification data.

Abstract: Apparatus and associated methods relate to the determination of local environmental air quality by processing data from a local device sensing a user's respiration-vocalization. In an illustrative example, respiration-vocalization for a CPAP user may be sensed by an airflow and/or air pressure sensor. Respiratory disturbance events, such as coughing, for example, may be detected. The sensed events, converted to respiration-vocalization data, may be collected to estimate the environmental air quality and/or particle density around the user. Some examples may estimate specific allergen concentrations by correlating user respiration-vocalization data with the respiration-vocalization data from users/patients with known airborne particle sensitivities. In some embodiments, regional environmental air quality data may be compared with respiration-vocalization data to produce local environmental air quality results.

Abstract: Apparatus and associated methods relate to the determination of local environmental air quality by processing data from a local device sensing a user's respiration-vocalization. In an illustrative example, respiration-vocalization for a CPAP user may be sensed by an airflow and/or air pressure sensor. Respiratory disturbance events, such as coughing, for example, may be detected. The sensed events, converted to respiration-vocalization data, may be collected to estimate the environmental air quality and/or particle density around the user. Some examples may estimate specific allergen concentrations by correlating user respiration-vocalization data with the respiration-vocalization data from users/patients with known airborne particle sensitivities. In some embodiments, regional environmental air quality data may be compared with respiration-vocalization data to produce local environmental air quality results.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.

Abstract: Methods, apparatuses, and systems associated with aerosol collection devices (such as, but not limited to, breath-aerosol collector devices, breathalyzers) are provided. An example aerosol collection device includes a sample transfer adapter configured to receive a sample and a device body connected to the sample transfer adapter. In some examples, the device body defines a flow channel that guides the sample to a filter component, and the filter component contains a buffer solution.