Abstract: A system can include one or more memory devices storing instructions thereon, that, when executed by one or more processors, cause the one or more processors to receive a selection of at least one type of private information of a plurality of types of private information of a health provider from a computing system of the health provider. The instructions can cause the one or more processors to receive private information of the type from the computing system. The instructions can cause the one or more processors to issue a credential that guarantees an identify of the health provider based on the type selected and a verification of the private information. The instructions can cause the one or more processors to add the credential to a credential store of the computing system, the credential store to verify the identity of the health provider with a plurality of applications.

Abstract: A system can include one or more memory devices that can store instructions thereon that, when executed by one or more processors, cause the one or more processors to receive a natural language query for information associated with a first entity, generate a vector embedding based on the natural language query, search a vector database having a plurality of vector embeddings to identify a set of vector embeddings of the plurality of vector embeddings that are associated with the vector embedding, identify metadata that corresponds to respective vector embeddings of the set of vector embeddings, select a first vector embedding that corresponds to the first entity, generate a prompt based on the natural language query, generate a response to the natural language query using a machine learning model, and provide an electronic message that includes the response to the natural language query.

Abstract: A system includes a heads up display (HUD) device for a vehicle, a cloud provisioned computing system, and one or more service provider devices is provided. The HUD device is configured to obtain biometric feedback data of a user; input the biometric feedback data to a remote photoplethysmography (rPPG) model to determine biometric condition data of the user; and generate an output for the user. The cloud provisioned computing system is configured to input a prompt to a machine learning-artificial intelligence (ML-AI) language model to determine a service provider system and provide to a common interface a request for service provider data; receive the service provider data; and provide the control signal to the HUD. The service provider device is configured to receive the request; determine the service provider data associated with the request; and provide the service provider data.

Abstract: A health analysis system and method configured to base sensor measurements on detection of ingestion of a medication by a patient. The health analysis system receives an indicator collected by a first sensor associated to the patient. The indicator identifies a first adherence event at a first indicator time indicating at least a first medication was ingested by the patient. In response to detection of the indicator, first physiological data of the patient is received which was collected by a second sensor. A first wellness indicator is predicted based on the first physiological data of the patient.

Abstract: In some instances, a method for inaccuracy detection and prevention within prescription information is provided.

Abstract: A method and system provide for automated counting of prescription product and enables virtual verification of the dispensed prescription product. The method and system include capturing by a camera at a first site an image of the prescription product to be dispensed according to a prescription to a patient, electronically displaying the image on a display at a second site remote from the first site, and electronically transmitting a verification from the second site to the first site in response to the image of the prescription product being determined at the second site to be consistent with the prescription.

Abstract: A method is provided. The method comprises obtaining, using electroencephalogram (EEG) sensors, a first set of EEG signals that comprises a plurality of first waveforms, and each of the plurality of first waveforms is associated with a frequency band from a plurality of frequency bands; training a plurality of machine learning-artificial intelligence (ML-AI) models using the first set of EEG signals, wherein each of the plurality of ML-AI models is trained for a different frequency band; obtaining, using the EEG sensors, a second set of EEG signals, wherein the second set of EEG signals comprises a plurality of second waveforms; inputting each of the plurality of second waveforms associated with the frequency band into a corresponding ML-AI model associated with the respective frequency band to generate a plurality of outputs; and performing one or more actions based on the plurality of outputs.

Abstract: A method is provided, the method including obtaining one or more vision machine learning—artificial intelligence (ML-AI) models associated with a product and obtaining one or more images of a product label of the product. The product label indicates a variable ink that changes colors based on environmental aspects. The method also includes determining condition information indicating a status of the product label based on the one or more vision ML-AI models and the one or more images of the product label indicating the variable ink, and outputting an indicator indicating the status of the product label based on the condition information.

Abstract: In some instances, an accessibility headset for visually impaired or hearing impaired users is provided. The accessibility headset comprises one or more light detection and ranging (LIDAR) devices configured to obtain LIDAR measurements; one or more infrared (IR) sensors configured to obtain IR feedback from one or more products; an output system comprising: one or more haptic devices configured to provide haptic feedback to a user; and a second output device configured to provide alternative feedback to the user; and a processor. The processor is configured to: determine a set of navigation instructions to direct the user to a first product by avoiding one or more first obstacles and provide, to the user, one or more first instructions from the set of navigation instructions using an output system based on an indication of whether the user is visually impaired or hearing impaired.

Abstract: An illustrative commode is described to include a seat having an opening therein, a seat base connected with the seat and configured to allow the seat to move between an open position and a closed position, a leg assembly configured to support the seat base, where the leg assembly is configured to adjust a height of the seat base, and an armrest configured to at least partially rotate about the seat base and the leg assembly.

Abstract: An improved shower chair having washdown surfaces, reconfigurable arrangements, and enhanced safety features. The shower chair includes a backrest that removably attaches to an underside of the shower chair offset from, and arranged below, a seat pan. Removing the backrest exposes an upper support crossbar that runs from one side of the shower chair to the other. The washdown surfaces include a sloped surface arranged in the seat pan that is angled downward from a front of the shower chair toward a rear of the shower chair and a sloped surface arranged in the backrest of the shower chair angled from a rear of the shower chair toward a front of the shower chair under the seat pan. The washdown surfaces provide an unrestricted fluid flow path running from the seat pan to the backrest and then to the floor.

Abstract: Pharmacy data systems, mobile computing devices, and methods for audible prescription label information using near-field encoded prescription packaging, such as prescription containers with radio frequency identifier (RFID) tags, are described. A mobile computing device, such as a smartphone, may include a near-field reader that reads a first set of prescription label information from an RFID attached to a prescription container. Using the first set of prescription label information, a second set of prescription label information may be accessed, such as from a remote pharmacy data system. The two sets of prescription label information may be used to populate an audible script template and converted to an audible human voice for delivery to the user.

Abstract: A system and method are described for analyzing electronic data records received from a patient database. Analyzing the electronic data records may include identifying one or more common care gaps shared between a group of patients having a common value in a data field of the patient's corresponding electronic data record. The identification of the common care gap can be used to identify treatments that are not being provided to the group of patients, but should be provided to the group of patients.

Abstract: A system, method, and apparatus are provided that include: receiving data corresponding to an operability status for each remote site of a plurality of remote sites, converting the data received into a structured data array for each remote site, storing the structured data array for each remote site into a respective group storage location, determining a state of health for each remote site based on the structured data array, generating a first dashboard user interface comprising site identifiers representing each remote site and the state of health for each remote site, rendering the first dashboard user interface via a display device, receiving a user interface selection of a select identifier of the site identifiers corresponding to a select remote site of the plurality of remote sites, and rendering a second dashboard user interface for the select remote site via the display device.

Abstract: A method is provided. The method comprises: receiving, by a customer identity and access management (CIAM) system and from a user device associated with a first user, a request to access resources for a second application; determining, by the CIAM system and using a relational data structure, a global identifier (ID) associated with the first security account identifier; determining, by the CIAM system and using the relational data structure, one or more additional application identifiers and one or more security account identifiers for the first user based on the global ID; based on providing the one or more additional application identifiers for the first user to a second application back-end system, generating, by the CIAM system, a signed token indicating permissions that the first user is entitled to for the second application; and providing, by the CIAM and to the user device, the signed token.

Abstract: Systems and methods are disclosed for a numeric waiting bin for prescription fulfillment. A computing system may be used to receive bin configuration values corresponding to a plurality of physical bins for prescription storage. The bin configuration values may be used to assign serial identifiers to the plurality of bins. Prescriptions may be selectively assigned a bin serial identifier using a plurality of rules and the bin serial number may be used to locate the prescription when the prescription is requested, such as during pickup.

Abstract: A pre-processing and fulfillment system and method are described. In some implementations, the method may include receiving an order containing a retail component and a pharmacy component, processing the order for the pharmacy component and the retail component, and generating a tracking token identifying the order and authorizing a party to receive a component of the order. The method may include transmitting fulfillment instructions to a fulfillment system based on processed information for the order, and transmitting the tracking token to a computing device of the authorized party. Some implementations may also include receiving a signal indicating receipt of the tracking token and an authorized transfer of the component, and updating a status of the order based on the received signal.

Abstract: An improved toilet seat includes an upper body includes an upper sitting surface; a lower body coupled with the upper body, where the lower body includes a lower contact surface; and at least one slideable clamp positioned between the upper sitting surface and the lower contact surface, where the at least one slideable clamp includes a clamp arm and clamp paddle coupled to the clamp arm, and where the clamp arm is configured to move between a first position and a second position.

Abstract: An improved walker includes an adjustable frame with angled portions that provide an ergonomic interface and enhanced stability for a user. The front of the walker includes a wishbone front support frame. Rather than incorporating multiple front legs extending from the top of the walker to the floor, the wishbone front support frame provides clearance on either side of a center front column. This clearance allows users to position, or maneuver, the walker close to adjacent objects. The handrail portions of the walker are pitched at a downward angle running in a direction from the rear to the front of the walker. This pitch moves the operating position of the user close to the front of walker providing a safe and stable operating position.

Abstract: A modular dispenser includes a cartridge configured to hold a plurality of pills. A dispensing base is configured to removably receive the cartridge. The dispensing base includes a funnel with a funnel inlet proximate the opening of the cartridge and a funnel outlet spaced apart from the funnel inlet. A drawer is configured to receive the at least one pill from the funnel outlet in a well and is configured to be slidably received within the dispensing base. A metering flap may be movably positioned between the funnel outlet and the well of the drawer. The metering flap is pivotably coupled to at least one of the funnel and the dispensing base and may be configured to one of a) at least partially block and b) fully block the funnel outlet when the drawer is slidably extended away from the dispensing base.