Abstract: An application system capable of providing a continuation of care for a user. This is achieved through the assessing of medication compliance, assessing medical testing compliance and providing appropriate care suggestions. The system incorporates medication reminder, medication compliance analytics and the capacity to provide responses to user specific medication inquiries. The system also incorporates medical test assessment capabilities and the capacity to provide basic medical testing protocols. Additionally, as medication and medical testing data are collected, processed and analyzed, they are stored in a zero-click fashion with results being rapidly presented back to the user via an interactive avatar. These data can also be provided in standard of care summaries to users, HIPAA compliant third parties and/or medical care providers.

Abstract: Provided herein are exemplary methods for providing assessment of an injury risk, including deploying an agent into an environment, detecting a first object at a first state by the agent, taking an action to interact with the first object using reinforced learning by the agent, the action taken in order to maximize a reward, mapping the first object to a three-dimensional environment, and identifying potential risks within the three-dimensional environment. Also provided herein are exemplary systems for providing assessment of an injury risk, including an agent communicatively coupled to a sensing device, a communications network communicatively coupled to the agent, a three-dimensional model risk assessment module communicatively coupled to the communications network, a user device communicatively coupled to the three-dimensional model risk assessment module, and a system for identifying environmental risks communicatively coupled to the communications network.

Abstract: Embodiments of the present technology pertain to methods and systems for a voice based, intelligent, augmented reality (AR) based on-demand medical assistant receiving health data of a user using medical testing equipment. Embodiments comprise: storing the health data of the user in a retrieval database; receiving an audio input using a web-browser based AR, animated, conversational graphical user interface, the audio input comprising keywords; determining a domain of use based on processing the keywords of the audio input; processing the health data of the user, the keywords, and the domain of use to determine a medical assessment for the user; determining personalized medical services for the user based on the medical assessment; providing the user with access to the personalized medical services using the web-browser based AR, animated, conversational graphical user interface; and displaying a status of the personalized medical services to the user using the graphical user interface.

Abstract: Embodiments of the present technology pertain to methods and systems for a voice based, intelligent, augmented reality (AR) based on-demand medical assistant receiving health data of a user using medical testing equipment.

Abstract: Exemplary embodiments provided herein include an intelligent secure networked health messaging system including a data retention system and a health analytics system, the health analytics system performing asynchronous processing with a user's computing device, a web services layer providing access to the data retention and the health analytics system, a batching service, wherein an application server layer transmits a request to the web services layer for data, the request processed by the batching service transparently to the user, the request processed by the batching service transparently to the user such that the user can continue to use a user-facing unity application without disruption, the application server layer including a high speed data corridor established between the application server layer and the user's computing device that provides the user-facing unity application that accesses the data retention and the health analytics system through the web services layer, and performs processing based

Abstract: Systems and methods for monitoring movement capabilities using clinical mobility based assessments of a user are provided herein. In embodiments, methods include: providing, using a mobile device comprising an inertial measurement device, a clinical mobility based assessment to a user; and generating, using the inertial measurement device, inertial data of the user that is indicative of movement capabilities of the user based on the clinical mobility based assessment. Embodiments include logging the inertial data of the user locally to the mobile device resulting in locally logged inertial data of the user; processing in real-time the locally logged inertial data of the user to determine position and orientation of the mobile device during the clinical mobility based assessment; and determining, using the position and the orientation of the mobile device during the clinical mobility based assessment, a physical movement assessment of the user associated with the clinical mobility based assessment.

Abstract: Systems and methods for monitoring movement capabilities using clinical mobility based assessments of a user are provided herein. In embodiments, methods include: providing, using a mobile device comprising an inertial measurement device, a clinical mobility based assessment to a user; and generating, using the inertial measurement device, inertial data of the user that is indicative of movement capabilities of the user based on the clinical mobility based assessment. Embodiments include logging the inertial data of the user locally to the mobile device resulting in locally logged inertial data of the user; processing in real-time the locally logged inertial data of the user to determine position and orientation of the mobile device during the clinical mobility based assessment; and determining, using the position and the orientation of the mobile device during the clinical mobility based assessment, a physical movement assessment of the user associated with the clinical mobility based assessment.

Abstract: Exemplary embodiments include an intelligent secure networked architecture configured by at least one processor to execute instructions stored in memory, the architecture comprising a data retention system and a machine learning system, a web services layer providing access to the data retention and machine learning systems, an application server layer that provides a user-facing application that accesses the data retention and machine learning systems through the web services layer and performs processing based on user interaction with an interactive graphical user interface provided by the user-facing application, the user-facing application configured to execute instructions for a method for room labeling for activity tracking and detection, the method including making a 2D sketch of a first room on an interactive graphical user interface, and using machine learning to turn the 2D sketch of the first room into a 3D model of the first room.

Abstract: Provided herein are exemplary embodiments including a secure intelligent networked architecture for real-time precision care plan remote support including a secure intelligent data receiving agent having a specialized hardware processor and a memory, the secure intelligent data receiving agent configured to automatically receive a digital data element over a network from a Bluetooth® equipped peripheral device, the digital data element representing an output in response to a predetermined plan, the secure intelligent data receiving agent caching the digital data element within a non-relational database for short term storage and the secure intelligent data receiving agent configured to process the digital data element using a serverless compute functionality and configured with logic for anomaly detection.

Abstract: Provided herein are exemplary methods for providing assessment of an injury risk, including deploying an agent into an environment, detecting a first object at a first state by the agent, taking an action to interact with the first object using reinforced learning by the agent, the action taken in order to maximize a reward, mapping the first object to a three-dimensional environment, and identifying potential risks within the three-dimensional environment. Also provided herein are exemplary systems for providing assessment of an injury risk, including an agent communicatively coupled to a sensing device, a communications network communicatively coupled to the agent, a three dimensional model risk assessment module communicatively coupled to the communications network, a user device communicatively coupled to the three dimensional model risk assessment module, and a system for identifying environmental risks communicatively coupled to the communications network.

Abstract: Embodiments of the present technology pertain to methods and systems for a voice based, intelligent, augmented reality (AR) based on-demand medical assistant receiving health data of a user using medical testing equipment. Embodiments comprise: storing the health data of the user in a retrieval database; receiving an audio input using a web-browser based AR, animated, conversational graphical user interface, the audio input comprising keywords; determining a domain of use based on processing the keywords of the audio input; processing the health data of the user, the keywords, and the domain of use to determine a medical assessment for the user; determining personalized medical services for the user based on the medical assessment; providing the user with access to the personalized medical services using the web-browser based AR, animated, conversational graphical user interface; and displaying a status of the personalized medical services to the user using the graphical user interface.

Abstract: An application system capable of providing a continuation of care for a user. This is achieved through the assessing of medication compliance, assessing medical testing compliance and providing appropriate care suggestions. The system incorporates medication reminder, medication compliance analytics and the capacity to provide responses to user specific medication inquiries. The system also incorporates medical test assessment capabilities and the capacity to provide basic medical testing protocols. Additionally, as medication and medical testing data are collected, processed and analyzed, they are stored in a zero-click fashion with results being rapidly presented back to the user via an interactive avatar. These data can also be provided in standard of care summaries to users, HIPPA compliant third parties and/or medical care providers.

Abstract: Systems and methods for monitoring movement capabilities using clinical mobility based assessments of a user are provided herein. In embodiments, methods include: providing, using a mobile device comprising an inertial measurement device, a clinical mobility based assessment to a user; and generating, using the inertial measurement device, inertial data of the user that is indicative of movement capabilities of the user based on the clinical mobility based assessment. Embodiments include logging the inertial data of the user locally to the mobile device resulting in locally logged inertial data of the user; processing in real-time the locally logged inertial data of the user to determine position and orientation of the mobile device during the clinical mobility based assessment; and determining, using the position and the orientation of the mobile device during the clinical mobility based assessment, a physical movement assessment of the user associated with the clinical mobility based assessment.