Abstract: In some implementations, a notification for presentation to a user is identified. An action for the user to perform in response to receiving the notification is identified, where the action is associated with the notification. Context data generated using sensor data from one or more devices associated with the user is received. The context data indicates a current context of the user, where the context data indicates at least one of an activity of the user or a physiological state of the user. The context data is used to evaluate an ability of the user to perform the action associated with the notification in the current context. A manner of providing of the notification by the one or more devices associated with the user is customized based on the evaluation of the ability of the user to perform the action.

Abstract: A system and method for dynamically adjusting the architecture of an application on a device based on user responsiveness. The application determines relevant changes to apply based on the user's interactivity with the application through a plurality of inputs and data analysis. The application adapts the architecture to provide preferred application containers, features, workflow, and interface elements. User data, indicating characteristics of the user, is obtained and used to select adaptions to the user architecture through selection of specific application container units, application features, workflow segments and other elements. The application determines and selects the appropriate application container units, application feature, and workflow segments to vary the features available, the content displayed, the workflow of the application, the form of the content and the interface for different users.

Abstract: Systems and methods for using a reconfigurable multi-manager observer system to identify markers are provided. The system allows for easy collaboration among users of the system and with subjects. Systems and methods may comprise receiving subject data, selecting predictor and outcome variable classes based on the data, generating a predictor score based on the data and a predictor rule, generating an outcome score based on the data and an outcome rule, generating a marker score based on the predictor score and a marker rule, generating a marker metric based on the outcome score, the marker score, and a marker relationship, and, optionally, taking an action based on the predictor score, the outcome score, the marker score, or the marker metric.

Abstract: The systems and methods of the invention provide a notification system that analyzes the state of the user to deliver notifications when the user is anticipated to be both cognitively receptive AND able to act upon external stimuli. In accord with at least one aspect, the system assesses the context (of a user) by interpreting the user and surroundings in order to reach a general state of the user. In a technically efficient manner—utilizing different levels of processing in conjunction with leveraging previously performed processing through queuing results of such processing—the system provides the ability to reduce scenarios in which missed or inappropriate notifications occur. The systems and methods of the invention perform processing, in a technically efficient manner, to assess data input from sensors (in the real-world environment in which a user exists) and responsively generate appropriate notifications or other communications that are output to a user or a person associated with the user.

Abstract: A system and method for an adjustable bio-stream self-selecting system. Through a plethora of inputs, the system associates therapeutic recipes and associated biomarker in a personalized approach to recommending an individual to a specific therapeutic program. Therapeutic programs operate in accordance with personalized inputs suggested by the user and through digital markers and biomarkers, which trigger new recommendations by “knowing” the individual. Each bio-stream contains information utilized within these biomarkers to trigger additional therapy recommendations. Because of the complexity of the plurality of inputs, these biomarkers are managed in a way that enables low latency detections, low bandwidth needs, low processing needs, and less battery needs. The pre-processing of these biomarkers helps additional therapy management and precision medicine across larger global population needs of the system.

Abstract: Systems and methods for personalized digital goal setting and intervention are provided. Embodiments of the system allow for effective management and implementation of interventions to change behaviors or health statuses of individuals or groups. Systems and methods may include setting a measurement goal relating to a behavior or a health status and generating a marker based on the measurement goal, receiving sensor data, determining that at least one of the measurement goal or the marker is satisfied, and executing a triggering action. The triggering action may include at least one of controlling access to a user device, controlling access to an application stored on a user device, controlling access of a user device to a network, controlling access of a user device to a website, displaying a notification on the user device, or transmitting a command to a remote device, including an instruction to control access to a physical space.

Abstract: A system and method for dynamically adjusting the architecture of an application on a device based on user responsiveness. The application determines relevant changes to apply based on the user's interactivity with the application through a plurality of inputs and data analysis. The application adapts the architecture to provide preferred application containers, features, workflow, and interface elements. User data, indicating characteristics of the user, is obtained and used to select adaptions to the user architecture through selection of specific application container units, application features, workflow segments and other elements. The application determines and selects the appropriate application container units, application feature, and workflow segments to vary the features available, the content displayed, the workflow of the application, the form of the content and the interface for different users.

Abstract: The systems and methods of the invention provide a network querying or content system which drives high relevance question sets or content to users and presents it in the optimal template to ensure user interaction. In accord with at least one aspect, the system assesses the context (of a user) by interpreting the optimal template based on personality mapping of the user and relevancy mapping of the query or content. In a technically efficient manner, the system employs client-based managers and builders to select, supplement, or build user profiles and user interface templates to optimize queries or content based on a user's present profile. The systems and methods of the invention perform processing, in a technically efficient manner, to assess question or content set interaction and relevancy to generate targeted question sets or content that encourage overall user health and wellness.

Abstract: The systems and methods of the invention provide a notification system that analyzes the state of the user to deliver notifications when the user is anticipated to be both cognitively receptive AND able to act upon external stimuli. In accord with at least one aspect, the system assesses the context (of a user) by interpreting the user and surroundings in order to reach a general state of the user. In a technically efficient manner—utilizing different levels of processing in conjunction with leveraging previously performed processing through queuing results of such processing—the system provides the ability to reduce scenarios in which missed or inappropriate notifications occur. The systems and methods of the invention perform processing, in a technically efficient manner, to assess data input from sensors (in the real-world environment in which a user exists) and responsively generate appropriate notifications or other communications that are output to a user or a person associated with the user.

Abstract: The systems and methods of the invention provide a network querying or content system which drives high relevance question sets or content to users and presents it in the optimal template to ensure user interaction. In accord with at least one aspect, the system assesses the context (of a user) by interpreting the optimal template based on personality mapping of the user and relevancy mapping of the query or content. In a technically efficient manner, the system employs client-based managers and builders to select, supplement, or build user profiles and user interface templates to optimize queries or content based on a user's present profile. The systems and methods of the invention perform processing, in a technically efficient manner, to assess question or content set interaction and relevancy to generate targeted question sets or content that encourage overall user health and wellness.

Abstract: The systems and methods of the invention provide a network querying or content system which drives high relevance question sets or content to users and presents it in the optimal template to ensure user interaction. In accord with at least one aspect, the system assesses the context (of a user) by interpreting the optimal template based on personality mapping of the user and relevancy mapping of the query or content. In a technically efficient manner, the system employs client-based managers and builders to select, supplement, or build user profiles and user interface templates to optimize queries or content based on a user's present profile. The systems and methods of the invention perform processing, in a technically efficient manner, to assess question or content set interaction and relevancy to generate targeted question sets or content that encourage overall user health and wellness.

Abstract: In some implementations, a user interface is adjusted using a set of customization rules and displayed on a user device. A first subset of customization rules is selected from among a set of customization rules that is associated with an application on a user device. A user interface is generated based at least on the selected first set of customization rules. After generating the user interface, user interaction data is received, and sensor data from the user device is also received. A second subset of customization rules is selected that includes one or more rules different from the first subset of customization rules. The user interface is adjusted according to the selected second subset of customization rules and provided for display on the user device.

Abstract: In some implementations, a user interface is adjusted using a set of customization rules and displayed on a user device. A first subset of customization rules is selected from among a set of customization rules that is associated with an application on a user device. A user interface is generated based at least on the selected first set of customization rules. After generating the user interface, user interaction data is received, and sensor data from the user device is also received. A second subset of customization rules is selected that includes one or more rules different from the first subset of customization rules. The user interface is adjusted according to the selected second subset of customization rules and provided for display on the user device.