Challenges of the sweat medium for electrochemical aptamer-based biosensor (EAB sensor) devices can be mitigated through aptamer selection, sensor/device configuration and physiological algorithms that account for the effects of (1) target analyte size, (2) potential concentration ranges, (3) sweat sample pH, and (4) sweat sample salinity. The disclosed invention includes a method of aptamer selection for use in an EAB sensor configured for use in a wearable sweat sensing device. The disclosed invention further provides a sweat sensing device configured to use EAB sensors to detect target analytes in a sweat sample.

Systems, devices, and methods are provided for detecting and correcting eating behavior. A device may receive audio data, determine that the audio data is indicative of consumption of a product by a user. The device may determine, based on the product, a measureable attribute associated with the user. The device may receive first data associated with the measureable attribute. The device may determine that the first data exceeds a threshold. The device may generate a message for presentation.

The present disclosure provides systems and methods for collecting and analyzing vital sign information to predict a likelihood of a subject having a disease or disorder. In an aspect, a system for monitoring a subject may comprise: sensors comprising an electrocardiogram (ECG) sensor, which sensors are configured to acquire health data comprising vital sign measurements of the subject over a period of time; and a mobile electronic device, comprising: an electronic display; a wireless transceiver; and one or more computer processors configured to (i) receive the health data from the sensors through the wireless transceiver, (ii) process the health data using a trained algorithm to generate an output indicative of a progression or regression of a health condition of the subject over the period of time at a sensitivity of at least about 80%, and (iii) provide the output for display to the subject on the electronic display.

A device for biofluid processing and analysis includes a microfluidic module including multiple stacked layers, each layer of the stacked layers defines a respective conduit, and conduits of the stacked layers are interconnected to provide a flow path for a biofluid.

A system 100, 200 for sensing one or more analytes in a first biofluid and a second biofluid and methods of using said system. The system 100, 200 may include a first subsystem 102, 200a, 200b with a first sensor 120, 122, 220, 222 for sensing a first analyte in the first biofluid and a second subsystem 104, 200b, 200c with a second sensor 124, 126, 222, 224 for sensing a second analyte in the second biofluid. The second analyte may be the same as or different from the first analyte and the second biofluid may be different from the first biofluid. In an embodiment, the first biofluid is a non-sweat biofluid and the second biofluid is sweat. The system 100, 200 may be used to detect lag time for measuring an analyte in one of the biofluids.

A fabric based digital droplet flowmetry (DDF) method and platform are provided utilizing a fluid collection network, a microfluidic junction for droplet formation and removal, and digital counting and measurement circuitry. The fluidic junction has a droplet emitter, such as a nozzle, and droplet receiver separated by a gap. The measurement circuitry detects the transient formation of a liquid bridge (the closed-circuit state) and the breakup of the bridge (the open-circuit state) as an electrical switching event. The duration of the bridge formation only lasts for a few milliseconds. The platform produces consistent droplet volume over varying flow rates and droplet size is controlled by the selection of structural parameters such as nozzle dimensions, channel geometries, surface wettability, and inlet/outlet pressures.

Among others, the present invention provides apparatus for interacting with a biological subject to detect circulating tumor cells therein, comprising one device for sending a signal to the biological subject and optionally receiving a response to the signal from the biological entity.

An electrode according to an embodiment of the present disclosure includes: a first conductive material; a second conductive material having non-polarizable property and ionic bonding; and a substrate that includes the first conductive material and the second conductive material, and has a first region and a second region that are different from each other in a concentration ratio between the first conductive material and the second conductive material.

Devices that sense sweat and are capable of providing chronological assurance are described. The device uses at least one sensor to measure sweat or its components and to determine a sweat sampling rate. The chronological assurance is determined, at least in part, using the sweat sampling rate. The sweat sampling rate may be determined, at least in part, using a sweat volume and/or a sweat generation rate, both of which may be measured or predetermined.

A microfluidic system includes a flexible substrate having a skin-facing surface and a back-facing surface; a microfluidic network at least partially embedded in or supported by the flexible substrate; a sensor fluidically connected to the microfluidic network, wherein the microfluidic network is configured to transport a biofluid from a skin surface to the sensor; and a capping layer, having a capping layer skin-facing surface and a back-facing surface, wherein the back-facing surface of the capping layer is attached to the skin-facing surface of the substrate. The flexible substrate is at least partially formed of a thermoplastic elastomer or a polymer configured to provide a high barrier to vapor or liquid water transmission.