An electrode apparatus comprising: a substrate, the substrate comprising: a first microfluidic channel; a second microfluidic channel; and at least one conduit extending between the first microfluidic channel and the second microfluidic channel; wherein the first microfluidic channel and the at least one conduit comprise electrically conductive material, and wherein the second microfluidic channel is exposed to the external environment and configured to absorb liquid by capillary action.

The provided systems, methods and devices describe lightweight, wireless tissue monitoring devices that are capable of establishing conformal contact due to the flexibility or bendability of the device. The described systems and devices are useful, for example, for skin-mounted intraoperative monitoring of nerve-muscle activity. The present systems and methods are versatile and may be used for a variety of tissues (e.g. skin, organs, muscles, nerves, etc.) to measure a variety of different parameterps (e.g. electric signals, electric potentials, electromyography, movement, vibration, acoustic signals, response to various stimuli, etc.).

Systems, devices, methods, and kits for monitoring one or more physiologic and/or physical signals from a subject are disclosed. A system including a head mounted display to monitor one or more physiologic signals from the face or head of the subject is disclosed. A method for analyzing an ocular parameter of the subject to determine a sympathetic and a parasympathetic outflow thereto is disclosed.

A device and/or method to provide sleep disordered breathing (SDB) care includes an implant-access incision and/or a sensing element.

A method of retrieving data comprises receiving a user input in the form of a command, determining that the user input is a gesture, sending a request to a cloud server based on the determined gesture, receiving data from a knowledge base connected to the cloud server based on the request, and displaying virtual content at the user device based on the received data.

A method of retrieving data comprises receiving a user input in the form of a command, determining that the user input is a gesture, sending a request to a cloud server based on the determined gesture, receiving data from a knowledge base connected to the cloud server based on the request, and displaying virtual content at the user device based on the received data.

A system includes a controllable device configured to provide a premises related service in an area. The system includes a neural device to be positioned with respect to a part of a body of a user and circuitry to process nerve signals detected in real-time. The system also includes a processor in communication with the circuitry, a memory and instructions stored in the memory for execution by the processor. Data stored in the memory associates each of some number of predetermined sets of nerve signals with a control instruction. Execution of the instructions configures the processor to use the stored data to analyze the real-time detected nerve signals to determine when real-time detected nerve signals correspond to one of the predetermined sets of nerve signals and generate a control data signal based on the associated control instruction to cause a controller to control an operation of the controllable device.

Embodiments are disclosed for health assessment and diagnosis implemented in an artificial intelligence (AI) system. In an embodiment, a method comprises: obtaining one or more interpretations from an interpretable artificial intelligence (AI); sorting the AI interpretations based on one or more impact values; selecting one or more augmentations based on the sorted one or more AI interpretations; and applying the selected augmentations to a training dataset for a machine learning model. In another embodiment, a method comprises: obtaining one or more predicted symptoms from a symptom classifier for a plurality of users; feeding the one or more predicted symptoms into a speaker classifier; and predicting an owner of a symptom based on output of the speaker classifier.

A portable polysomnography apparatus comprises a unitary flexible structured pillow that is embedded with accelerometers for data collection. The polysomnography apparatus is advantageously sized and shaped to cause the sleeping subject to properly orient the embedded accelerometers for optimal data collection while the subject is asleep. A portable polysomnography system comprises a structured pillow with embedded sensors that are in wireless communication with a companion data collection device that records data from the embedded sensors. In an alternative embodiment, a system may include a structured pillow with an internal pocket into which a single device including embedded sensors and data recording capabilities is inserted.

An electrode configured to provide electrical contact with the skin of a user and configured to be positioned on or near a mastoid region of the user is provided. The electrode comprises an electrically conductive contact configured to receive electrical signals from the skin of the user, and a skin coupler that couples the contact with the skin of the user. The skin coupler comprises an adhesive layer that adhesively engages the skin. The skin coupler also comprises a base region that surrounds the contact, and at least two extension regions that extend away from the base region.